UNIVERSITY OF CALGARY Design of Low-toxic Non-solid Anti-freeze Polymer Drilling Fluid by Hai Wang A THESIS SUBMITTED TO THE FACULTY OF GRADUATE STUDIES IN PARTIAL FULFILMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE GRADUATE PROGRAM IN CHEMICAL AND PETROLEUM ENGINEERING CALGARY, ALBERTA AUGUST, 2014 © Hai Wang 2014 ABSTRACT Drilling in permafrost and at low temperature are two challenges that complicate Arctic operation. Addressing these challenges require new approaches in drilling fluid design and optimization. This experimental study proposes formulations for low-toxic anti-freeze agents and non-solid polymer system. Tests are conducted to verify that 5% NaCl + 5% KCl + 30% glycerol are effective to maintain the freezing point below -20°C. Experiments were performed on the influence of anti-freeze agent on the rheological and filtration control of polymer solutions. Three formulated polymer systems are demonstrated to be able to generate desirable viscosity and yield point to provide efficient hole cleaning at temperature range of -20°C ~ 0°C. The desirable filtration characteristics are shown by generating the minimized volume of filtrate. A rheological model describing the flow behavior of anti-freeze polymer fluids is selected and used to predict the frictional pressure loss in a simulated mud circulation. ii ACKNOWLEDGEMENT I would like to express my sincere gratitude to Dr. Robert Martinuzzi, for his continuous support and patience throughout this work. I will never forget his words of wisdom for years to come. I would also like to thank Dr. Victoria Kostenko. Her contribution in guiding me and constantly being available to discuss my problems cannot be overemphasized in the success of this work. Special thanks to Dr. Geir Hareland, for accepting me into the research group and sponsoring my project. To Marquis Alliance and its research chemists Stuart Dubberley and Eric Sonmor, my thanks for provision of materials for my studies. I would also like to thank Dr. Budiman, Dr. Gates and Dr. Mehta, for taking out time to be on my graduate committee. I would especially like to thanks to the faculty and staff of the Schulich School of Engineering for their prompt attention to my questions and needs. Finally, my huge thanks to all my colleagues in the Real-time Drilling Engineering Research Group at University of Calgary for their support and help in every way. Thank you all for giving me this wonderful experience. iii TABLE OF CONTENTS ABSTRACT .................................................................................................................................... ii ACKNOWLEDGEMENT ............................................................................................................. iii TABLE OF CONTENTS ............................................................................................................... iv LIST OF FIGURES ...................................................................................................................... vii LIST OF TABLES ......................................................................................................................... ix LIST OF SYMBOLS, ABBREVIATIONS, NOMENCLATURES ............................................. xi CHAPTER 1: INTRODUCTION ................................................................................................... 1 1.1 Arctic oil and gas production potential .......................................................................... 1 1.2 Challenges in Arctic drilling .......................................................................................... 2 1.2.1 Structure of permafrost ............................................................................................... 2 1.2.2 Temperature profile when drilling permafrost ........................................................... 3 1.3 Criteria for drilling fluids designed for Arctic drilling .................................................. 5 1.4 Objectives of study ........................................................................................................ 8 CHAPTER 2: LITERATURE REVIEW ........................................................................................ 9 2.1 The development of Arctic drilling ............................................................................... 9 2.2 The development of anti-freeze drilling fluid .............................................................. 11 2.2.1 Types of drilling fluids for arctic drilling ................................................................. 11 2.2.2 Antifreeze agents for drilling fluids.......................................................................... 13 2.2.3 Polymer for anti-freeze drilling fluids ...................................................................... 20 2.2.4 Candidates of drilling fluid component .................................................................... 25 CHAPTER 3: METHOD OF RESEARCH .................................................................................. 26 3.1 Overview.................................................................................................................... 26 3.2 Experimental procedure for freezing point and salt solubility of anti-freeze agents ... 26 3.3 Rheology test of anti-freeze polymer systems ............................................................. 27 3.3.1 Experiment for the rheology test of polymer systems at different concentrations ... 27 3.3.2 Rheology test of polymer in presence of anti-freeze agent ...................................... 30 3.4 Experiments of filtration of anti-freeze polymer systems ........................................... 31 CHAPTER 4: DESIGN OF ANTI-FREEZE BASE FOR ARCTIC DRILLING FLUID........... 33 4.1 Freezing and salt-out temperature for NaCl and glycerol ............................................ 33 iv 4.2 Freezing and salt-out temperature for KCl and glycerol ............................................. 35 4.3 Minimization of anti-freeze agent concentration ......................................................... 36 CHAPTER 5: RHEOLOGY OF ANTI-FREEZE POLYMER SYSTEM .................................... 40 5.1 Experiment for optimum concentration of polymer solutions ..................................... 40 5.1.1 Viscosity and yield point of xanthan gum solution as a function of concentration and temperature ............................................................................................................................ 41 5.1.2 Viscosity and yield point of guar gum solution as a function of concentration and temperature ............................................................................................................................ 43 5.1.3 Viscosity and yield point of modified starch solution as a function of concentration and temperature ..................................................................................................................... 44 5.1.4 Viscosity and yield point of methylcellulose solution as a function of concentration and temperature ..................................................................................................................... 45 5.1.5 Viscosity and yield point of MF PAC-LV as a function of concentration and temperature ............................................................................................................................ 48 5.1.6 Analysis of rheology performance of polymer solutions at different concentrations 49 5.2 Rheology of polymers in response to anti-freeze base ................................................ 50 5.2.1 Viscosity and yield point of 0.2% xanthan gum solution as a function of salinity and temperature ............................................................................................................................ 51 5.2.2 Viscosity and yield point of 0.3% guar gum solution as a function of salinity and temperature ............................................................................................................................ 52 5.2.3 Viscosity and yield point of 1% modified starch solution as a function of salinity and temperature ..................................................................................................................... 54 5.2.4 Viscosity and yield point of 0.5% MF PAC-LV solution as a function of salinity and temperature ............................................................................................................................ 55 5.2.5 Viscosity and yield point of 0.6% MC M0387 solution as a function of salinity and temperature ............................................................................................................................ 56 5.2.6 Analysis of the response of polymer solution to anti-freeze agent........................... 57 CHAPTER 6: RHEOLOGICAL MODELS AND HYDRAULICS ESTIMATION OF ANTIFREEZE POLYMER SYSTEMS ................................................................................................. 60 6.1 Rheological model optimization .................................................................................. 60 6.1.1 Newtonian Model ..................................................................................................... 62 6.1.2 Bingham Plastic Model ............................................................................................ 64 6.1.3 Power Law Model .................................................................................................... 65 v 6.1.4 API Model (RP 13D) ................................................................................................ 66 6.1.5 Herschel-Bulkley Model........................................................................................... 68 6.1.6 Conclusion of rheological model selection .............................................................. 69 6.2 Hydraulics estimation .................................................................................................. 70 6.2.1 Frictional Pressure Loss Calculation ........................................................................ 71 6.2.2 Hydraulics Simulation .............................................................................................. 73 CHAPTER 7: FILTRATION CONTROL OF ANTI-FREEZE POLYMER SYSTEMS ............ 76 7.1 Basic theory of filtration property ............................................................................... 76 7.2 Filtration test of polymer solutions .............................................................................. 77 7.3 Filtration of polymers in response to anti-freeze base ................................................. 79 7.4 Rheology test of anti-freeze polymer systems ............................................................. 80 7.5 Hydraulics Simulation ................................................................................................. 81 7.6 Cuttings carrying capacity ........................................................................................... 85 CHAPTER 8: SUMMARY, CONCLUSIONS AND RECOMMENDATIONS ......................... 87 8.1 Summary ...................................................................................................................... 87 8.2 Conclusions .................................................................................................................. 88 8.3 Recommendations for future research ......................................................................... 89 REFERENCES ............................................................................................................................. 90 APPENDIX A - DATA SPREADSHEETS ................................................................................. 97 APPENDIX B - MATERIAL SAFETY DATA SHEET ........................................................... 105 APPENDIX C- PRODUCT DATA SHEET .............................................................................. 112 vi LIST OF FIGURES Figure 1.1.Circumpolar belt of hydrocarbon accumulation ............................................................ 1 Figure 1.2.Three-dimensional diagram of permafrost, Kivalliq, Nunavut, Canada ....................... 2 Figure 1.3.Outside working time limitation on Kharyaga, Russia ................................................. 4 Figure 1.4.Average temperature profile of formation in a permafrost region ................................ 5 Figure 2.1.Effect of NaCl concentrations on maximum swelling rate of clay ............................. 17 Figure 2.2.Solubility curves at standard pressure ......................................................................... 18 Figure 3.1.Schematic diagram of the Fann Model 35 viscometer ................................................ 29 Figure 3.2.Fann Model 300 LPLT Filter Press ............................................................................. 31 Figure 4.1. Dissolved solution (left); ice crystal (middle) and salt-out (right) .................................. 34 Figure 5.1.Test results of plastic viscosities and yield points of xanthan gum solutions ............. 42 Figure 5.2.Test results of plastic viscosities and yield points of guar gum solutions ................... 43 Figure 5.3.Test results of plastic viscosities and yield points of modified starch solutions ......... 44 Figure 5.4.Plastic viscosities and yield points of M7140 methylcellulose solutions.................... 46 Figure 5.5.Plastic viscosity and yield point of M0262 methylcellulose solutions........................ 47 Figure 5.6.Plastic viscosities and yield point of M0387 methylcellulose solutions ..................... 48 Figure 5.7.Plastic viscosity and yield point of MF PAC LV solutions ........................................ 49 Figure 5.8. Plastic viscosity and yield point of anti-freeze xanthan solutions.............................. 52 Figure 5.9.Plastic viscosity and yield point of anti-freeze guar gum solutions ............................ 53 Figure 5.10.Plastic viscosity and yield point of anti-freeze modified starch solutions ................ 55 Figure 5.11.Plastic viscosity and yield point of anti-freeze MF PAC-LV solutions .................... 56 Figure 5.12.Plastic viscosity and yield point of anti-freeze 0.6% MC M0387 solutions ............. 57 Figure 6.1.Schematic rheogram showing rheological types ......................................................... 60 vii Figure 6.2.Comparison between measured data and fitted Newtonian model (ΞΌ=23 cp) for 0.3% guar gum anti-freeze system ......................................................................................................... 64 Figure 6.3.Comparison between measured data and fitted Bingham model for 0.3% guar gum anti-freeze system ......................................................................................................................... 65 Figure 6.4.Comparison between measured data and fitted Power law model for 0.3% guar gum anti-freeze system ......................................................................................................................... 66 Figure 6.5.Comparison between measured data and fitted API model for 0.3% guar gum antifreeze system ................................................................................................................................. 67 Figure 6.6.Comparison between measured data and fitted Herschel-Bulkley model for 0.3% guar gum anti-freeze system ................................................................................................................. 69 viii LIST OF TABLES Table 2.1. Freezing point (°C) of different alcohols by (%, w/w) ................................................ 15 Table 2.2. Commonly used viscosifiers of drilling fluid .............................................................. 21 Table 2.3. Commonly used filtration control agents of drilling fluid ........................................... 24 Table 3.1. Concentrations of polymer in rheology test ................................................................. 30 Table 4.1. Freezing points and salt-out temperatures for different concentrations of NaCl and glycerol ......................................................................................................................................... 34 Table 4.2. Freezing points and salt-out temperatures for different concentrations of KCl and glycerol ......................................................................................................................................... 35 Table 4.3. Freezing points and salt-out temperatures for KCl - NaCl - glycerol solutions .......... 36 Table 4.4. Freezing points and salt-out temperatures for reduced concentrations of the components ................................................................................................................................... 38 Table 5.1. YP/PV ratio of xanthan gum solutions ........................................................................ 42 Table 5.2. YP/PV ratio of guar gum solutions .............................................................................. 43 Table 5.3. YP/PV ratio of modified starch solutions .................................................................... 45 Table 5.4. YP/PV ratio of M7140 methylcellulose solutions ....................................................... 46 Table 5.5. YP/PV ratio of M0262 methylcellulose solutions ....................................................... 47 Table 5.6. YP/PV ratio of M0387 methylcellulose solutions ....................................................... 48 Table 5.7. YP/PV ratio of MF PAC LV solutions ........................................................................ 49 Table 5.8. Optimum concentration of selected polymer ............................................................... 50 Table 5.9. Apparent viscosity of 0.2% xanthan gum in response to anti-freeze agents ............... 51 Table 5.10. Apparent viscosity of 0.3% guar gum in response to anti-freeze agents ................... 53 Table 5.11. YP/PV ratio of 0.3% guar gum in response to anti-freeze agents ............................. 54 ix Table 5.12. Apparent viscosity of 1% modified starch in response to anti-freeze agents ............ 54 Table 5.13. Apparent viscosity of 0.5% MF PAC-LV in response to anti-freeze agents ............. 56 Table 5.14. Apparent viscosity of 0.6% MC M0387 in response to anti-freeze agents ............... 57 Table 6.1. Shear stress of 0.3% guar gum anti-freeze system measured in field units ................. 63 Table 6.2. Summary of EAAP of anti-freeze polymer solutions from different models ................ 70 Table 6.3. Engineering data from the well design ........................................................................ 74 Table 6.4. Simulated pump pressure with anti-freeze polymer drilling fluid .............................. 75 Table 7.1. Filtration volumes of polymer solutions ...................................................................... 77 Table 7.2. Filtration volumes of polymer combinations ............................................................... 78 Table 7.3. Filtration volumes of anti-freeze polymer solutions .................................................... 79 Table 7.4. Rheology of anti-freeze polymer solutions .................................................................. 80 Table 7.5. Engineering data from the well design ........................................................................ 86 Table 7.6. Simulated pump pressure with AFP1 .......................................................................... 86 Table 7.7. Simulated pump pressure with AFP2 .......................................................................... 86 Table 7.8. CCI of three anti-freeze polymer drilling fluids under different temperature ............. 86 x LIST OF SYMBOLS, ABBREVIATIONS, NOMENCLATURES π΄πΉπ = Anti-freeze solution π΄πΉπ = Anti-freeze polymer solution π΄ππΌ = American Petroleum Institute π΄π = Apparent viscosity π΅πππΈ = Billion Tons of Oil Equivalent πΆπΆπΌ = Cutting Carrying Index πΆππΆ = Carboxymethylcellulose dp/dL = Pressure gradient πΈππ = Electric submersible pumps ππ = Fanning friction factor in annulus ππ = Fanning friction factor in drill pipe π»πΈπΆ = Hydroxyethylcellulose π»π = High Temperature πΌππ·π = International Offshore Drilling Program ππ = Flow consistency index for annular flow ππ = Flow consistency index for pipe flow πΎ = Power law constant πΏπΆ50 = Lethal Concentration 50% πΏπ·50 = Lethal Dose 50% πΏππΏπ = Low Pressure Low Temperature ππΆ = Methylcellulose πΊπΌππ2 = Greenland Ice Sheet Project 2 π = Flow behavior index ππ = Flow behavior index for annular flow ππ = Flow behavior index for pipe flow π = Rotational velocity ππ΅π΄ = n-Butyl Acetate πππ = Reynolds number xi ππ πΆ = National Research Council ππ΅π = Oil Based Mud π₯ππ = Pressure loss in annulus, psi π₯ππ = Pressure loss in bit, psi π₯πππ = Pressure loss in drill string, psi π₯ππ = Pump pressure, psi ππ΄π = Polyaphaolefin ππ»ππ΄ = Partially-hydrolyzed polyacrylamide πππ΄ = Production Sharing Agreement ππ = Plastic viscosity π ππ = Rate of Penetration πππ = Sulfonated phenol formoldehyde resin π£π = Annular velocity, cp π£π = Pipe velocity, cp ππ΅π = Water Based Mud ππ = Yield point π = Mud weight ΞΈ600 = Dial reading at 600rpm ΞΈ300 = Dial reading at 300rpm ΞΈ100 = Dial reading at 100rpm ΞΈ3 = Dial reading at 3rpm ππ = Equivalent viscosity, cp ΞΌπ = Plastic viscosity, cp Ξ³ = Shear rate, s-1 Ο = Shear stress, lb/100ft2 Ο0 = Yield point, lb/100ft2 Greek symbols xii CHAPTER 1: INTRODUCTION 1.1 Arctic oil and gas production potential For the past few years, drilling activities have increased dramatically in the Arctic regions of Russia, Canada and Alaska. The Arctic region is considered to be the area with the highest unexplored potential for oil and gas as well as unconventional hydrocarbon resources such as gas hydrates (Zolotukhin and Gavrilov, 2011). The US Geological Survey estimated that, in addition to the existing fields, the Arctic region still has about 13% of the undiscovered oil reserves of the world, and 30% of the worldβs undiscovered natural gas reserves (U.S. Geological Survey, 2008). The Arctic region refers to the polar area located at the northern-most part of the earth. It consists of the Arctic Ocean and parts of Eurasia, North America and Greenland. (Belonin and Grigorenko, 2007) assessed 17 petroleum basins in the circumpolar region and graded them as high or low potential (Figure 1.1.). In the assessment, the recoverable quantities of conventional hydrocarbons are estimated at 135 billion tons of oil equivalent (BTOE). Figure 1.1.Circumpolar belt of hydrocarbon accumulation (Belonin and Grigorenko, 2007) 1 1.2 Challenges in Arctic drilling The drilling operation in the Arctic is challenged by the specific geological and climatic conditions: drilling in permafrost and operating under low temperature. Both issues complicate the drilling operation and cause problems to well stability and borehole cleaning. To address these issues, an understanding is needed of the characteristics of the structure of permafrost and its temperature profile. 1.2.1 Structure of permafrost Permafrost is a highly unconsolidated formation with ice serving as the matrix structure. Figure 1.2 originally sketched by R. G. Skinner, who relied on the data from excavations in the Kaminak Lake area, shows the typical configurations of the permafrost surface (Shilts, 1978). Figure1.2.Three-dimensional diagram of permafrost, Kivalliq, Nunavut, Canada (Shilts, 1978) The upper section is a thin active layer of unconsolidated sandy and silty sediments. It seasonally thaws during the summer. The depth range of active layer is from 10cm to 15m 2 (Huggett, 2003). The lower section is seasonally independent and consists mostly of ice lenses and frozen stratum. The drilling operation in permafrost mostly involves drilling the frozen stratum, which is a series of strata composed of different kinds of mineral particles, ice cakes, water and water vapor filled air pockets. While the ice is a main component of the formation, the fluctuation in ambient temperature and pressure can change the relative proportions of ice and water, which inevitably triggers the variation of the physical properties of permafrost, such as compressive strength and plasticity. The less liquid water phase in the permafrost, the higher the compressive strength and plasticity. Rock with high compressive strength and plasticity resists the penetration of bit, but also supports well stability (Cui, 1998). The ice contained in rock pores enhances the bonding of frozen stratum; hence increasing the well stability. The melting of the frozen stratum compromises well stability and leads to an extremely high rate of penetration (ROP), which increases the ratio of cuttings load to cuttings removal and generates problems for hole cleaning. Therefore, supporting the frozen stratum is very important for effective and safe drilling, while the temperature of permafrost over the drilling operations is a leading factor for controlling the drilling. 1.2.2 Temperature profile when drilling permafrost The surface temperature and formation temperature regulates drilling in permafrost. Most of the time, the surface temperature is defined by local weather condition, as is the case on Kharyaga, Russia (Figure 1.3). The surface temperature of permafrost drilling ranges from -15°C to -25°C (Boyer and Szakolczai, 2011). 3 Figure1.3.Outside working time limitation on Kharyaga, Russia (Boyer and Szakolczai, 2011) Figure 1.4 depicts the average temperature profile with depth of formation in a permafrost region. The bifurcating red lines at the top show the maximum and minimum annual temperatures in the active layer. The active layer is seasonally frozen. The middle zone is permafrost, which is permanently frozen. This zone starts at the depth where the maximum annual temperature intersects 0°C, and ends at the bottom line where the formation stops freezing. The lower zone is the formation with temperature that is higher than 0°C. The change of temperature with depth is described by geothermal gradient. In the region of North Slope, Alaska, the ice bearing permafrost sequence usually has geothermal gradients ranging from 1.55 to 1.90 °C/100m. The depth of the permafrost can be as much as 588m. Below the base of permafrost, the geothermal gradient range is 2.55 to 3.17 °C /100m (Collett et al, 1988). The maximum well depth in North American Arctic region is less than 2000m (IODP, 2011), so the maximum bottom hole temperature of Arctic can be estimated to be lower than 4 70°C. Normally the HT (high temperature) wells begin at 150°C bottom hole temperature (Belani, 2008). Therefore, the drilling activities in permafrost do not involve high temperature condition. The drilling operations are challenged by the problem associated with the sub-freezing temperature up to -25°C. Figure1.4. Average temperature profile of formation in a permafrost region (Adapted from Smith, 1975) 1.3 Criteria for drilling fluids designed for Arctic drilling When drilling into permafrost, the well bottom temperature will increase with the heat generated by the bit in cracking the rock. Drilling fluid flows from the mud pump through the standpipe, rotary hose, kelly, drillpipe and drill collar β all the way to drill bit. Flowing through each section creates frictions and consumes pressure and hydraulic power, hence generates heat. The drilling cuttings and chips carried by the mud also produce heat by friction and collision. 5 The drilling fluid that flows downward in the drillpipe is kept heated by the fluid that flows upward in the annulus, while the drilling fluid in the annulus also evolves in the heat transfer with ambient formation. The heat that transfer into the stratum will not only increase the temperature up to 0°C, but also melt the ice cement in the rock and weaken the bonding of rocks. When the drilling fluid temperature in the wellbore is high enough to melt ice bonding, due to heat transfer, the frozen soil will become unstable and worse condition will follow: i) wellbore wash out and collapse; ii) mud got frozen inside the borehole; iii) drillpipe got frozen on the sidewall. Research shows that the prerequisite for fast and safe drilling operation in permafrost requires keeping the physical state and temperature condition of the frozen stratum unchanged (Tang et al, 2002). While the drilling fluid is the key factor for heat transfer in the wellbore, the temperature of drilling fluid needs to be as close to the ambient formation temperature as possible, in order to reduce the heat exchange. Therefore, it is necessary to use the drilling fluid with a low freezing point, which can be achieved by the incorporation of freezing point depressants (anti-freeze agents) into the drilling fluid. Having sand and gravel in the upper sections and clay in lower sections characterize the permafrost formation. The only practical way to support sufficient hole cleaning, especially in gravel sections, is to increase mud viscosity and gel strength. However, excessive viscosity and gel strength will also contribute to heat generation in the well, and, hence, thermal instability of the well, as well as in drilled solids retention and hydrostatic pressure misbalance. The low temperature itself has a negative impact on viscosity control since most liquids are more viscous at lower temperature. Thus, viscosity control during drilling permafrost is complicated and 6 requires additional investigation to clarify the rheological and hydraulic characteristics needed for safe and effective drilling. The lower zone of permafrost contains a clay section with temperature above 0°C (Fig. 1.4.). In this section, hydration and swelling of clay is not inhibited by temperature. The hydration of the stratum starts when the formation rocks of wellbore is in contact with water, the adsorption of water molecular attract the water into the internal structure of stratum, and make the stratum swell and crack. The solid content of drilling fluid will enhance with increasing of hydrated drill cuttings. High solids content can reduce the rate of penetration, causes bit balling and enhance torque and drag, and, hence have a negative impact on drilling performance. High solid concentration and dispersion could lead to significant increase in mud viscosity and gel strength, which is undesired. The typical approach to provide wellbore stability is by the use of the shale inhibitive fluids. Salty drilling fluids, which usually used for drilling permafrost, have inherent inhibitive ability. However, inorganic salt not only inhibits the shale section from hydration, it also prevents the drilling fluid from dispersion of dry bentonite and flocculates or aggregates the prehydrated or pre-dispersed bentonite. On the other hand, the low temperature environment also significantly suppresses the clay dispersion of drilling fluid. Therefore, we suggest design of anti-freeze fluid without bentonite, only with complex polymeric systems and required additives (Non-solid anti-freeze polymer drilling fluid). From the above, drilling in Arctic region must deal with the issues of heat transfer, well stability, hole cleaning and drilling efficiency. These specific conditions require specifically adapted approaches in drilling fluid design and optimization. First of all, drilling fluid with very 7 low freezing point has to be used to maintain temperature balance of the frozen stratum and avoid getting fluid to be frozen in the borehole (Tang et al, 2002). Second, the anti-freeze drilling fluid system should be capable to support effective hole cleaning and borehole stability in permafrost formation. Third, the polymeric system should be applied to makeup non-solid drilling fluids, which provide good rheological and filtration control under subfreezing conditions comparable to those under conventional drilling conditions. 1.4 Objectives of study The main objectives of this research project are: 1. Design of anti-freeze drilling fluid: a. Select freezing point reducers; b. Select low temperature brines (e.g. NaCl, KCl and CaCl2) compatible with polymer mud; c. Investigate resistance of variety of polymers to cold conditions and their rheological behavior in response to low temperature; 2. Optimize the hole cleaning capacity of the designed anti-freeze drilling fluids; 3. Select the best-fit rheological model of the designed anti-freeze drilling fluid; 4. Optimize filtration control of the designed anti-freeze drilling fluids; 5. Finalize the anti-freeze drilling fluid formulation and test drilling fluid performance under different temperature. 8 CHAPTER 2: LITERATURE REVIEW In this chapter, available information regarding arctic drilling engineering and research of anti-freeze drilling fluid is reviewed. The goal is to document and synthesize information on anti-freeze drilling fluid composition and whether previously proposed formulations of drilling fluid can be used for Arctic drilling. The rationale for drilling fluid component selection is discussed. 2.1 The development of Arctic drilling The first site of oil discovery in the far North of Canada was in 1920, in Norman Wells, Northwest Territory, along the Mackenzie River about 85-90 miles south of the Arctic Circle. Alexander Mackenzie claimed that he had discovered oil from the riverbank. Later on, R.G. McConnell of the Geological Survey of Canada confirmed the existence of oil seepages. Imperial Oil (ESSO) acquired the claims and sent two geologists in 1918-1919, who recommended drilling. The drilling crews dug into the permafrost with pick and shovel, they struck the oil at 240m. This discovery indirectly contributed to exploration in Alberta after the First World War and the decision to drill Leduc No.1 on February 1947, which is the geological key to Albertaβs most abundant reserves (Brown, 2009). The exploration for hydrocarbons in the Arctic islands of Canada has a more recent history. The first exploratory well in the Arctic islands was drilled in 1961, Winter Harbor #1 well on Melville Island. The operator was Dome Petroleum. Since then, more than 140 wells have been drilled. In 1969, Panarctic Oil Ltd. made the first major discovery in the Arctic Islands at Drake Point, which is probably Canadaβs largest gas field. 9 The first Arctic offshore wells in North America were drilled in 1969 using artificial islands as drilling platforms in the Beaufort Sea. Following the boom of exploration activities in the 1970βs and 1980βs, only a few wells were drilled after 1993. Over the last 37 years, more than 200 exploration and exploitation offshore wells have been drilled in the US and Canadian Arctic north of the Bering Strait. Five of these wells were drilled in the Chukci Sea, about 90 wells in the Canadian Beaufort Sea and Mackenzie Delta, about 70 wells in the US Beaufort Sea near the Alaska coast (including 31 wells in Federal waters), and about 40 wells in the straits and channels between the Canadian High Arctic Islands (Matskevitch, 2006). The Beaufort Sea exploration developed a variety of new technologies. The most innovative one is Kulluk, the circular vessel designed for extended-season drilling operations in Arctic waters. In 1995, Total, Statoil and the Russian Federation signed a Production Sharing Agreement (PSA) for the exploration and exploitation of their first Arctic project, the Kharyaga oil field. The field is located 60 km to the north Polar Circle in the Nenets Autonomous Okrug, Russia. Since October 1999, the project has completed three phases and new wells were drilled. By August 2011, there were 26 wells in producing oil with Electric Submersible Pumps (ESP) and 11 Water Injection Wells on the field (Fletcher, 2011) In January 2002, Canada, US and Japan have cooperated to drill the well Mallik 2L-38 in Canadian Mackenzie Delta. The data from the well has demonstrated that there are natural gas hydrates reserved beneath the permafrost. After that, India, International Continental Scientific Drilling Program (ICDP) and Germany have joined the research. By June 2002, they have completed five wells (Mallik L-38, Mallik 2L-38, Mallik 3L-38, Mallik 4L-38, and Mallik 5 L38) at Mackenzie Delta in northwestern Arctic area of Canada. Various technologies were applied for the first time, including the pressure temperature memory gauge in coring system, 10 running fiber optics networks to temperature sensing cables and production testing. These were all confirmed effective for the investigation of the natural hydrate (Takahashi et al, 2003) In March 2003, Anadarko Petroleum, Maurer Technology and the US Department of Energy started the investigation of Natural gas hydrate in North Slope of Alaska. They drilled the first exploration well ---βHot Ice No.1β, south of the Kuparuk River field. The project resulted in a wide range of technical innovations, such as advances in permafrost drilling and coring techniques, the demonstration of the stability and exceptional environmental performance of the Arctic Platform, and the feasibility of a fully instrumented mobile core analysis lab (Williams et al, 2003) The great potential for hydrocarbon resources has led to growing drilling activities in Arctic, which is an incubator of various technical innovations, but mostly is about drilling equipment and facilities. However, the drilling fluid for Arctic drilling, one of the most important factors of drilling operation is still under investigation. Reviews on the current achievements in this field are presented below. 2.2 2.2.1 The development of anti-freeze drilling fluid Types of drilling fluids for arctic drilling Drilling fluid is an essential element of rotary drilling because it is responsible for cleaning the bottom of the hole from cuttings generated by the bit and carrying them to the surface; cooling and lubricating the bit and the drill strings; offset the formation pressure and maintaining the stability of uncased borehole; forming thin and flexible filter cake to prevent fluid infiltrate into formation. Moreover, drilling fluid should be designed and maintained to avoid injuring drilling personnel or damaging the environment; to avoid excessive cost; and 11 avoid damaging the sustainable hydrocarbon production from the formation. Missing one of these functions makes the drilling ineffective. Poor drilling fluid design and/or maintenance may also result in detrimental impacts on the rig itself, rig personnel and environment. When drilling permafrost, the drilling fluid must meet additional requirements. The presence of water in drilling fluid is detrimental for wellbore stability under these conditions. Along with traditional problem of shale swelling and dispersion due to water infiltrate to the formation, the water infiltrate will melt ice bonding the frozen stratum which will lead to collapse of the wellbore wall. Moreover, water-based drilling fluid may be frozen in the wellbore and may initiate freezing of drill strings. Under these circumstances, oil based mud (OBM) seems to be an effective solution since clay particles do not hydrate or swell when in contact with oil and the ice that contained in the frozen stratum does not dissolve in oil, which helps maintain the well stability (Patel, 2007). Freezing points for oils vary around -18 °C depending on oil composition. However, oil viscosity significantly increases with decreasing temperature, a property that can have negative impact on drilling performance. Moreover, the oil base of the drilling fluid has a negative impact on the environment due to hydrocarbon toxicity and low biodegradability. The arctic environment is vulnerable to oil waste and spills, even low-toxic and biodegradable synthetic oils, due to slow recovery of aquatic and terrestrial ecosystems in cold and highly seasonal conditions as well as the inherent difficult conditions for biodegradation due to toxicity. Cold conditions provide very slow, if any, natural biodegradation and results in long term contamination that will affect ecosystems for decades. The accumulation of hydrocarbons, phenolic compound and heavy metals included in the different mud formulations in aquatic and terrestrial species that are consumed by humans increases the negative impact on human health 12 (Ogeleka, 2013). To avoid these problems, complicated waste and spill treatment technologies are required for Arctic operations that, as said before, cannot be deployed in Arctic region due to climate conditions and sensitivity of the ecosystem. Hence transportation of waste is required to far-away treatment facilities that significantly increase cost of drilling operations. Therefore, cost-effective and environment-friendly water based mud (WBM) is desirable substitution for oil based mud (OBM) in permafrost drilling. As mentioned before, WBM is a challenging option when drilling in permafrost because of water freezing at operating conditions and its interference with wellbore stability. Another problem is poor dispersibility of solid components such as bentonite and barite in cold water. The possible solutions to these problems are (i) anti-freeze water base drilling fluid and (ii) no-solid polymer mud. This chapter presents up-to-date research and field experience of application of anti-freeze agents and polymers in drilling fluids for drilling permafrost. 2.2.2 Antifreeze agents for drilling fluids The weather condition of the Arctic requires that the drilling fluid maintain their properties to temperatures of at least -20°C as discussed in Chapter 1. The freezing point, rheology, filtration control and shale inhibition are four factors affecting the performance of arctic drilling fluid. A number of researchers investigated the chemicals and polymers to support these functions of the arctic drilling fluid. 2.2.2.1 Alcohols Alcohols are a main category of anti-freeze agents. Methanol, ethanol, ethylene glycol, propylene glycol and glycerol are commonly used for the freezing point depression in automobile industry. Alcohols form strong hydrogen bonds with water molecules that disrupt the 13 crystal lattice formation of ice that makes them effective anti-freeze agents. Methanol and ethanol provide the lowest freezing point: -38°C and -30°C, respectively, when 40% of alcohol is used (Table 2.1). However, the use of methanol and ethanol is dangerous because of their low boiling points and high flammability. Besides, methanol is highly toxic to humans. Ethylene glycol and propylene glycol are less effective: they provide freezing point depression up to -24°C and -21°C, respectively, when 40% of alcohol is added (Table 2.1). However, at this concentration they are also toxic for humans as well as aquatic and terrestrial ecosystems. In particular, 1400 -1600 mg of ethylene glycol per kg of human weight were reported to be lethal for human. The LD50 of rats is 4000 mg/kg (Honeywell, 2006). An LD50 represents the individual dose required to kill 50 percent of a population of test animals. The lower the LD50 dose, the more toxic the chemical. The effect of ethylene glycol on terrestrial ecosystems is softened by quick biodegradation both aerobically and anaerobically (ATSDR, 2010). Propylene glycol is less toxic, but it still causes harm to aquatic species. The LC50 of algae is 18340mg/L (UNEP, 2001). An LC50 value is concentration of the chemical in air that kills 50% of the test animals during the observation period. Glycerol has very low toxicity (LD50 of rats is 12600mg/kg) and is commonly used in the food industry. Glycerol is readily biodegradable and not significantly bioaccumulate and is not expected to be toxic to aquatic ecosystems (Hudgens et al, 2007). However, 45 β 50 % of glycerol was reported to be required to reduce the freezing point to the desired -20°C (Pescatore, 2003). Nevertheless, glycerol may be considered as promising anti-freeze agent for drilling in Arctic because of its environmentally friendly nature, low cost and high availability. 14 Table2.1. Freezing point of different alcohols (Adapted from Pescatore, 2003) Methanol (%, w/w) 0 8.1 14 20.6 25 29.2 33.6 38 40 Freeze Freeze Ethylene Freeze Propylene Freeze Freeze Ethanol Glycerol point point glycol point glycol point point (%,w/w) (%,w/w) (°C) (°C) (%,w/w) (°C) (%,w/w) (°C) (°C) 0 0 0 0 0 0 0 0 0 -5 6.8 -3 14 -5 16 -5 22.6 -4.8 -10.2 20.3 -10.6 24 -10 24 -9 33.3 -11 -15.6 24.2 -14 32 -16 32 -14 40 -15.4 -21.6 29.9 -18.9 36 -20 40 -21 45 -18.8 -25 33.8 -23.6 40 -24 50 -23 -30 46.3 -33.9 -35.6 -38 2.2.2.2 n-Butyl Acetate In the Greenland Ice Sheet Project 2 (GISP2) headed by Polar Ice Coring Office, University of Alaska, n-Butyl Acetate (NBA) was used as a choice of drilling fluid. The freezing point of pure NBA was reported to be -77°C. However, the use of NBA presents a number of challenges due to its aggressive solvent nature, toxicity and flammability. It is also difficult to control NBA performance because it decomposes in the presence of water (Gerasimoff, 2006). 2.2.2.3 Inorganic salts Inorganic salts are promising agents for anti-freeze drilling fluid. Increasing concentration of the salt decreases the freezing point of the solution. According to the industry standard from the National Research Council (NRC, 1991), a brine solution with 23% NaCl creates a freezing temperature of -21°C on the roads which is lower than surrounding ice and snow (Brewer et al, 2005). Drilling fluids containing 20-23% NaCl in polymer mud are most commonly used in deep water drilling and allow safe drilling in cold water up to depth of 2500m (Ning et al., 2009). 15 Chen (2008) investigated the freezing point of the solutions of NaCl and sodium formate (NaCOOH) to design the formula of anti-freeze drilling fluid for exploration of plateau natural gas hydrates. The freezing point was depressed to -17°C with NaCl and to -14°C with NaCOOH when 20% salt was used in the drilling fluid (Chen, 2008). Researchers of the Russian Saint Petersburg State Mining Institute have attempted to use salts to reduce freezing point in emulsion drilling fluid. To enhance the anti-freeze ability of drilling fluid, Na2Br2O7 (2% and 6.4% w/w), NaNO3 (20% w/w) and Na2CO3 (10% and 20% w/w) have been added into the system. However, the lowest freezing point of the emulsion drilling fluid observed was provided by 20% NaNO3 and reached -8°C, which is not low enough for the arctic drilling environment (Tang, 2002). Wang, et al (2009) investigated the possibility of application of 15% NaCl (w/w) anti-freeze solution in non-solid polymeric drilling fluid. After adding NaCl solution, the freezing point of vegetable gum and xanthan gum was depressed to -12°C. At fixed temperature, addition of NaCl decreased viscosity of both polymeric solutions. The salt-tolerant viscosifier, FA, was added to eliminate the effect of salts on viscosity of gums (Wang, 2009). FA prevents the viscosity from decreasing in the presence of salt. Further research is needed to investigate the agent that can slow the increase of viscosity of natural gum under low temperature. The freezing point also needs to be depressed (Wang et al, 2009). Bland (1994) investigated the depression of freezing points of drilling fluid surfactant (10% polypropylene glycol) with addition of 23% NaCl. The freezing point of -9.4°C was achieved (Bland, 1994). Therefore, while the freezing point of NaCl water solution is low enough to drill permafrost, mixing of NaCl with drilling fluids or drilling fluid components, in many cases, does not allow enough freezing point depression. Moreover, high salinity can deteriorate drilling fluid properties, e.g., viscosity as determined by Wang (2009, above). High salinity also prevents 16 hydration and dispersion of bentonite in drilling fluid making it useless for viscosity, gel strength and filtration controls. As shown in Figure 2.1, the maximum swelling rate of bentonite sharply decreases with increasing NaCl concentration from 0 to 1.0 M (Shirazi, 2011). Thus, application of highly salty anti-freeze agents may interfere with functionality of a drilling fluid. Figure2.1. Effect of NaCl concentrations on maximum swelling rate of clay (Shirazi, 2011) Another problem is the effect of the solvent temperature on the solubility of salts. Lowering temperature decreases the maximum solubility (saturation level), and hence causes precipitation of salts, which may have negative impact on functionality of the drilling fluid (John, 1999). Figure 2.2 shows the solubility curves of different salts (Hill, 2005). According to this figure, sodium chlorideβs solubility only slightly increases from 0°C to 100°C, while the solubility of other salts changes dramatically. If we assume that the solubility of NaCl will slowly decreased below 0°C, 23% NaCl (providing -20°C) seems to be acceptable for drilling 17 operations. However, there is no available information about saturation level of NaCl at this temperature, and additional research is required to clarify this issue. Figure2.2. Solubility curves of some salts in water (Adated from Hill, 2005) Aside from temperature, pressure is another factor that significantly changes the solubility of salts in water. Experiments have been conducted to verify the effect of pressure under thousands of atmospheres. The regularity in behavior is indicated by pressure- solubility curves. For example, increasing pressure slightly increases the solubility of K2SO4 in water. After the peak of the curve, the solubility decreases slightly with pressure (Adams, 1932). The solubility of NaCl has the similar shape in curve but the changes are smaller (Adams, 1931). 18 High salinity is also detrimental for growth and development of plants and microorganisms. The response of plants to excess NaCl is complex and involves changes in their morphology, physiology and metabolism (Hilal, 1998). Even 10 % NaCl was determined to cause death of plants and significantly reduce microbial activity such as biodegradation of hydrocarbons (Brewer, 2005). Thus, high salinity drilling waste will have potential negative impact on terrestrial and fresh water ecosystems as well as create a problem in drilling waste detoxification (biodegradation). Thus the salt concentration of drilling fluid needs to be maintained as low as possible, to minimize the detrimental impact of drilling fluid performance, waste management and the permafrost ecosystem. 2.2.2.4 Complex anti-freeze agents A possible way to solve the problem of high salinity of anti-freeze solution is to supplement it with other anti-freeze agents. The main goal of this research is to develop complex anti-freeze agent with reduced concentrations of the individual components. Early attempts to this goal were performed by Zhan (2009) who determined that the mixture of 7.5% (w/w) NaCl and 25% (w/w) ethylene glycol can reduce the freezing point of drilling fluid to -20°C which otherwise requires 23% NaCl or 36% ethylene glycol when used individually. Thus, the concentrations of NaCl and ethylene glycol were reduced to level acceptable for environment and human health. Despite the good anti-freeze characteristics, this combination of chemicals could not provide proper hole cleaning and shear thinning behavior because it behaved as a Newtonian fluid when temperature above 0°C (Zhan, 2009). The present study aims further investigation of complex anti-freeze agents for drilling fluids. For this purpose, glycerol was selected to be reinforcing anti-freeze agent because of its high availability, reasonable cost, very low toxicity and high freezing point depression capability. Glycerol will be tested for reduction 19 of effective (with respect to freezing point depression) concentration of NaCl along with KCl necessary for inhibitive activity (in respect to swelling of the reactive shale) of drilling fluid. The proper rheology performance of drilling fluid with the presence of glycerol and salts will also be investigated. 2.2.3 Polymer for anti-freeze drilling fluids Due to the impossibility of using bentonite for viscosity and filtration control in the anti- freeze drilling fluids, the anti-freeze drilling fluid should not include clay, which has to be replaced with polymers recovering drilling fluid viscosity and filter cake formation. While a broad variety of polymers are used in drilling fluid for viscosity and filtration control, their application in anti-freeze drilling fluids raises the challenge: compatibility of polymers with salts, solubility in cool water, tolerance of polymerβs properties to decreasing temperature and toxicity against sensitive ecosystem. The purpose of this part of the literature review is to select the polymers acceptable for anti-freeze drilling fluids. 2.2.3.1 Viscosifier Table 2.2 lists commonly used viscosifiers of drilling fluids. All of these polymers are non-toxic, work up to 80°C - 150°C. Xanthan gum, guar gum, methylcellulose, hydroxyethylcellulose (HEC) and carboxymethylcellulose (CMC) were reported to be soluble in cool water. The first three components were also reported to be compatible with salts that make them potential candidates for anti-freeze drilling fluid development. Xanthan gum is a polysaccharide composed of pentasaccharide repeat units, comprising glucose, mannose, and glucuronic acid that secreted by the bacterium Xanthomonas campestris. It is a commonly used thickening agent in drilling fluids. At moderate temperature, xanthan gum 20 exists in aqueous solution in a naturally ordered conformation. On increasing the temperature of an aqueous solution of xanthan gum, the viscosity increases suddenly, suggesting a conformational change. A xanthan gum solution in presence of salts like NaCl and KCl can maintain its ordered structure and viscosity up to 100°C. Xanthan gum was used in the drilling fluid for Imperial Oilβs early arctic operations along with bentonite and KCl. Laboratory and subsequent field tests proved that this system have depressed freezing point (-6°C) and good rheological properties (Kljucec et al, 1974). A non-solid polymer drilling fluid has been designed and implemented in the Prudhoe Bay, Alaska. The fluid was composed of clarified xanthan gum, starch, KCl and CaCO3. The clarified xanthan gum was used as viscosifier, while the starch provided filtration control. The experiment verified that the fluid was non-damaging and shale inhibitive. Effective cutting transport was also achieved (Beck, 1993). Table 2.2.Commonly used viscosifiers of drilling fluid Polymer Solubility Range of pH Tolerance Salt Compatibility Toxicity Temperature limitation Xanthan gum Soluble in cold water 1-11 Y N 120°C HEC Soluble in cold water 6-8.5 Precipitate in salt water N 107 - 121°C CMC-HV Soluble in cold water 9-11 Not tolerable to Calcium N 130 - 150°C 5-7 Y N 80 - 95°C 3-11 Y N 80 - 90°C Guar gum Methylcellulose Soluble in cold water Dissolves easily in cold, hardly in hot water 21 Guar gum is a naturally occurring polysaccharide composed of repeat units of galactose and mannose in a ratio of approximately 1:1.6. Guar gum is extracted from the endosperm of the seeds of the legume plant, which grows in India as a food crop for animals. Guar gum is highly soluble and stable. It is not affected by pH or ionic strength (Mudgil et al, 2014). Guar gum shows shear-thinning behavior and is very thixotropic in concentration above 1%. A very small quantity of guar gum generates great viscosity, which is why guar gum is the principle thickening agents to drilling fluids and fracturing fluids. The application of guar gum for low temperature drilling is unknown. But, Wang (2009) investigated application of vegetable gum in anti-freeze drilling fluid in the exploration of natural gas hydrate in Tibetan plateau region. Experiments were conducted to test the rheological performance of the designed drilling fluid. The components of the mud were selected as vegetable gum, NaCl, NaOH and FA. Vegetable gum was used as viscosifier; FA is a newly invented agent to reduce the effect of salt on the polymer rheology. The test result showed that the plastic viscosity of drilling fluid has increased from 30 mPaβs to 55 mPaβs when temperature has dropped from 25°C to -10°C, which is acceptable in drilling fluid operation (Wang et al, 2009) Methylcellulose (MC) is the mostly used thickener and emulsifier, which easily absorb moisture. MC is derived from cellulose, but does not occur naturally. It is produced by treating cotton with an alkali. MC has unusual viscosity response to temperature. It is a thermo-reversible gelling agent: MC gelifies when heat is applied; but loses gel capacity and becomes liquid when it is cooled down. At the liquid state, the viscosity of MC solution decreases with increase of temperature; while at gel state, it increases as temperature increases. This property of MC makes it a potential candidate for compensation of viscosity changes of the most other polymers in response to temperature, which are opposite to MC response. 22 2.2.3.2 Filtration control agent and shale inhibitor In the drilling process, the infiltration of drilling fluid into the formation may cause the hydration and swelling of shale section, which results in damaging the permeability of the pay zone. The main goal of a filtration control agent is forming low permeable, thin and compressible filter cake, which minimizes the infiltration of drilling fluid into formation. Some filtration control agents also have shale inhibitive ability. Table 2.3 lists commonly used filtration control agents of drilling fluid. Similarly to viscosifier, the criteria for selecting filtration control agents for drilling permafrost are solubility in and tolerance to cool water, tolerance to salts and low or no toxicity. With exception of partially hydrolyzed polyacrylamide (PHPA), all listed polymers are soluble in cold water. Most of them, except for sulfonated phenol formoldehyde resin (SMP), are non-toxic. Among them, methylcellulose, PAC and modified starch are compatible with salts and may be a candidate for anti-freeze drilling fluids. Starch is a polysaccharide consisting of glucose units joined by glycosidic bonds extracted from crops and corns. It is insoluble in water below 50°C, but it begins to swell when heated over 55°C until a colloidal solution is formed. Starch can be modified to increase its cold-water solubility, tolerance to salts and freezing, decrease or increase its viscosity. Modified starch, also called starch derivatives, is prepared by physically, enzymatically, or chemically treating native starch to change its properties (Amani et al, 2005). Modified starches are used in drilling fluids and completion fluids control fluid loss and enhance the coagulation stability of clay particles in drilling fluids. Filtration control using starch is based on two mechanisms: (i) the starch particles absorb the free water, which decrease the water content of drilling fluid; (ii) the bladder formed on the boundaries of the drilling fluid can get into the cracks of mud cake, so the channel for water to the mud cake is blocked. 23 Table2.3. Commonly used filtration control agents of drilling fluid Chemical Solubility Range of pH Tolerance Salt Compatibility Toxicity Temperature limitation Methylcellulose Dissolves easily in cold, hardly in hot water 3-11 Y N 80 - 90°C PAM Not soluble in glycerol 8-11 Not dissolve in salt water N 120°C Na-CMC Soluble in cold water 6.5-11 Y N 80°C PAC-141 Soluble in cold water 3-11 Y N 180°C PHPA Insoluble in water at 20 °C 10-10.5 Y N 180 - 200°C KHm Soluble in water 9-10 Y N 180°C SMP Soluble in cold water 7-9 SMP-1, 13%; SMP-2, Saturated. Y 350°C Modified starch Soluble in water 6.5-11.5 Y N 280°C Modified polyanionic cellulose β low viscosity (MF PAC-LV) is a cellulose derivative that has similar structure and properties to carboxymethylcellulose. MF PAC-LV is purified high-grade low molecular weight polymer, which is normally used as a combined filtration controller and minimal viscosifier in fresh and salt water based drilling fluid systems. Several investigations have been conducted into novel drilling fluid for the exploration of natural gas hydrate in Arctic and offshore. The temperature sensitivity of different polymers has been investigated. The comparison and analysis were made on the influence of molecular 24 structure of PAM, PHPA, PAC-141, Na-CMC and KHm. These polymers were used as filtration control agents and shale inhibitor as well. The results indicated that the low temperature tolerance of the above mentioned polymers could be listed in order from low to high: PAC-141 < PHPA < PAM < Na-CMC < KHm, which means as temperature decreases, the viscosity of PAC141 solution has increased the least (Yang, 2011). The application of 3% formate in hydrates inhibitive polymeric drilling fluids allowed reducing freezing point to -5°C ~ 15°C, but had no significant impact on polymersβ rheology. Addition of NaCl and KCl inhibitors also had little effect on polymer rheology. The polymers used in this drilling fluid are 3% SK-2, 0.2% KPAM, 0.1% PAC- LV, 2% SMP-2 and 0.3% modified starch (w/w) (Ning, 2009). 2.2.4 Candidates of drilling fluid component Through the above research, the inorganic salts and glycerol were selected as the components of anti-freeze agent. To formulate an efficient anti-freeze agent, the freezing point and saturation level of the salt, glycerol and their combination were investigated. The polymer candidates for anti-freeze drilling fluid component were selected to be xanthan gum, guar gum, modified starch, MF PAC-LV and methylcellulose. To select the desirable viscosifier and investigate the hole cleaning ability of designed drilling fluid, the selected polymers were tested for their rheological behavior, hole cleaning and filtration control capacity under low temperature and in the presence of anti-freeze agent. 25 CHAPTER 3: METHOD OF RESEARCH 3.1 Overview This chapter describes the methodology used to conduct experiments aiming to determine: 1. The optimum combinations of anti-freeze agents (inorganic salt and glycerol combinations) and their freezing point; 2. The rheological properties of polymeric system in response to different temperature; 3. The influence of the anti-freeze agents on the rheology and filtration of polymeric system; The general approach consisted in testing the freezing point and saturation temperature of inorganic salt solutions combined with glycerol. The formulation of anti-freeze agent was then optimized. The rheological and filtration parameters of polymeric systems were measured. The influence of anti-freeze agent on the rheological and filtration properties of drilling fluid was determined. The best-fit rheological model of designed drilling fluid is selected for accurate calculation of the pressure loss and hydraulics optimization. 3.2 Experimental procedure for freezing point and salt solubility of anti-freeze agents The optimization of anti-freeze agent aims at getting the combination of inorganic salts and glycerol that allows drilling fluid do not freeze or do not precipitate (salt-out) at the desired temperature level (-20°C) at lowest salts concentrations. Normally, when the temperature drops below the freezing point of a salt solution, ice will form in the water phase. Moreover, decreasing the temperature decreases the solubility of salt. Therefore, the experiment for testing the freezing point and salt-out temperature of anti-freeze agent made of inorganic salt and glycerol were designed. 26 The tested inorganic salts were NaCl, KCl and CaCl2. Each of salts at mass concentration (m/v) of 0%, 10%, 20% and 30% was mixed with glycerol at mass concentration (m/v) of 0%, 10%, 20% and 30%. Each group of mixed solution was tested for three replicates. Three deionized water replicates were applied as control group. The challenge solutions were prepared at room temperature and then treated at different temperature points: 25°C, 20°C, 15°C, 10°C, 5°C, 0°C, -3°C, -6°C, -9°C, -15°C and -20°C. At each temperature point, the solutions were incubated for one hour. The salt precipitation and ice formation in solution were visually monitored before changing the temperature. The combinations that did not precipitate below 20°C and had the freezing point lower than -20°C, were selected as potential candidate for antifreeze drilling fluid. 3.3 3.3.1 Rheology test of anti-freeze polymer systems Experiment for the rheology test of polymer systems at different concentrations In drilling operations, rheological properties indicate the character of deformation and flow of drilling fluid. The drilling fluid behavior can be evaluated with the application of rheological properties in solving problems of hole cleaning, mud treatment, hydraulics calculations and so on. The character is usually described by the parameters: Apparent Viscosity (ΞΌa), Plastic Viscosity (ΞΌp) and Yield Point (Ο0). Viscosity is a property that indicates the resistance of drilling fluid to flow, defined as the ratio of shear stress to shear rate. Apparent viscosity is the viscosity measured at a given shear rate at a fixed temperature. Most drilling fluids exhibit plastic behavior, which can be described by Bingham model: π = π0 + ππ πΎ β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦...β¦β¦β¦β¦β¦. (4.1) 27 Where: π - shear stress, lb/100ft2; Ξ³ - shear rate, s-1; ΞΌp - plastic viscosity, cp; Ο0 - Bingham yield point, lb/100ft2. Plastic fluids require a certain value of shear stress for initiating flow, which is characterized by yield point. Plastic viscosity is the slope of the shear stress/shear rate curve above the yield point. It represents the viscosity of a mud based on the Bingham model when extrapolated to an infinite shear rate. The ratio of the yield point to the plastic viscosity (YP/PV ratio) is a measure of flattening the flow profile and by this means improving the hole cleaning. Higher YP/PV ratio provides better cuttings transport in laminar flow. To test the rheological parameters of designed drilling fluid systems, a FANN Model 35 Viscometer was used in the experiment. The FANN Model 35 viscometer is a rotational instrument powered by an electric motor. The test fluid is contained in the annular space (shear gap) between two concentric cylinders. The outer cylinder or rotor sleeve is driven at a constant rotational velocity. The rotation of the rotor sleeve in the fluid sample produces a torque on the inner cylinder or bob. A torsion spring restrains the movement of the bob, and a dial attached to the bob indicates displacement of the bob. A schematic diagram of the direct indicating viscometer is shown in Figure 3.1. The deflection in degrees of the bob is read from the graduated scale on the dial. The viscosity of the samples can be measured at the rotational velocity of 3, 6, 100, 200, 300 and 600 rpm. Shear rate is proportional to rotational velocity. According to the dial reading at different rotational velocity, the rheological parameters (PV and YP) calculation will adopt the following formula: Ξ³ = 1.703N β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦.β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦β¦.β¦ (4.2) 28 ΞΌp = ΞΈ600 β ΞΈ300 β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦...β¦..β¦β¦...β¦β¦β¦β¦β¦β¦. (4.3) Ο0 = ΞΈ300 β ΞΌp β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦...β¦β¦β¦...... (4.4) Where: Ξ³ - shear rate, s β1 ; N - rotational velocity, rpm; ΞΈ600 - dial reading of 600rpm, ΞΈ300 - dial reading of 300rpm, ΞΌp - Plastic Viscosity, cp; Ο0 - Bingham Yield Point, lb/100ft2. Figure 3.1. Schematic diagram of the Fann Model 35 viscometer Several polymer solutions are selected as the base fluid: xanthan gum, guar gum, low viscosity modified polyanionic cellulose (MF PAC-LV), modified starch and methylcellulose (M0262, M0387, and M4170). The product data sheets of the polymers are listed in Appendix. For each polymer, the commonly used concentrations in drilling fluid were investigated, and gradual increase in concentration (Table 3.1) is applied to reach desired values of PV and YP. The desired concentration of polymer solutions were prepared by dissolving of the polymer in water by stirring of the mixture with the magnetic stirrer at 1000 rpm until the polymer is fully dissolved. The polymer solution in each concentration was incubated at 29 temperature points ranging from room temperature to 0°C for about an hour at each point. The temperature points are 25°C, 15°C, 10°C, 5°C and 0°C. Once the thermometer indicated that the solution temperature is constant, the dial readings were performed by viscometer and rheological parameters were calculated. The concentration (m/v) of each polymer solution, which provided the highest ratio of yield point over plastic viscosity (YP/PV ratio), was considered as the optimum concentration and was, selected to apply in the next sets of experiment. Table 3.1.Concentrations of polymer in rheology test 3.3.2 Polymer Concentrations Xanthan gum 0.2%, 0.3%, 0.6%, 1%, 1.2% Guar gum 0.3%, 0.5%, 0.9%, 1.3% MF Starch 1%, 1.5%, 2% MF PAC-LV 1%, 1.2% M7140 2.4%, 3%, 3.6% M0262 1%, 1.2% M0387 0.6%, 0.8%, 1% Rheology test of polymer in presence of anti-freeze agent For the selected polymer solutions at optimum concentration from above experiments, their rheological behavior under low temperature is needed. The compatibility of polymer with anti-freeze agent is another issue that needs to be considered for designing the drilling fluid. In the experiments of Section 3.2, the formulation of anti-freeze agent was optimized. The anti-freeze agent was applied to test the behavior in mixing with polymer solutions. The polymer of desired concentration as above was mixed with the anti-freeze agents determined. 30 The following procedure was followed: The mixed solutions were placed at temperature points ranging from room temperature to -20°C for about two hours at each point. The temperature points were 25°C, 0°C, -10°C and -20°C. After exposure to desired temperature, the salt precipitation (salt-out) and ice formation were monitored and the rheological parameters were calculated according to Fann viscometer readings. 3.4 Experiments of filtration of anti-freeze polymer systems Filtration property is described by the volume of filtrate that discharged by API filter press in 30 minutes. Good filtration control is indicated by low filtrate volume. Low-pressure filter press consists of a mud reservoir mounted in a frame, a pressure source, a filtering medium, filter press with CO2 and a graduated cylinder for receiving and measuring filtrate. When starting the measurement, a working pressure of 100 psi is applied. The filtrate flows through the filter paper that has an area of 7.1-in2. The volume of filtrate can be indicated from the receiving cylinder. A schematic of Fann Model 300 Low Pressure Low Temperature (LPLT) Filter Press is shown in Figure 3.2. 31 Figure 3.2. Fann Model 300 LPLT Filter Press From the above experiments, the optimum concentrations of polymer solutions have been selected. Selected polymer solutions alone or in combination with anti-freeze agents were tested in filtration tests. The volume of filtrate was measured. The mixture of polymer and anti-freeze agent that provided the lowest filtration was then tested to analyze their rheological properties as above. At the end of the experiments, the optimized anti-freeze polymer system was selected as the one that provided the best rheology and lowest filtrate. 32 CHAPTER 4: DESIGN OF ANTI-FREEZE BASE FOR ARCTIC DRILLING FLUID This chapter presents the results of preliminary experiments aiming at the selection of suitable agents for a complex anti-freeze composition for drilling fluids. For this purpose, glycerol was selected to be the reinforcing anti-freeze agent. Tests were conducted to investigate the reduction of concentrations of NaCl and KCl while maintaining an effective freezing point depression. CaCl2 solutions were also tested, but precipitation was observed under all tested conditions, and thus was not considered as a potential freezing point depressant. 4.1 Freezing and salt-out temperature for NaCl and glycerol Table 4.1 shows precipitation (salt-out) and freezing temperatures for NaCl-glycerol solutions as a function of componentsβ concentrations and preparation temperature. Salt-out was observed for the solution of 30% NaCl -30% glycerol and 30% NaCl -20% glycerol at the room temperature, for the solution of 30% NaCl -0% glycerol at 0°C and for the solution of 30% NaCl -10% glycerol at 5°C. Figure 4.1 shows the pictures of salt solution under different status. From left to right, the dissolved solution, ice crystal and salt precipitates can be easily identified. When the temperature dropped at the freezing point of solution, the solution start to freeze and form ice crystal. If the concentration of solution is higher than its saturation level, the undissolved salt will precipitate out and settle down at the bottom of the tube. The control solution (distilled water) froze at a temperature of 0°C. 10% and 20% glycerol and 10% and 20% NaCl froze at -9°C. The solution of 10% NaCl -10% glycerol, 10% NaCl -20% glycerol and 20% NaCl -10% glycerol froze at -20°C. Ice formation at -20°C was prevented only by 20% NaCl-30% glycerol, 20% NaCl - 20% glycerol and 10% NaCl-30% glycerol solutions. Since the working temperature for permafrost drilling is not lower than -20°C, this range is 33 enough to test the anti-freeze ability of the solution. Thus, the latter solutions are considered as candidates for anti-freeze drilling fluid. Table 4.1.Freezing and salt-out temperatures for different concentrations of NaCl and glycerol Parameters NaCl (m/v) Freezing Salt-out 0% Freezing Salt-out 10% Freezing Salt-out 20% Freezing Salt-out 30% Glycerol (m/v) 0% 10% 20% 30% 0°C -9°C -9°C -20°C NO* NO NO NO -9°C -20°C -20°C Below -20°C NO NO NO NO -9°C -20°C Below -20°C Below -20°C NO NO NO NO NA** NA NA NA 0°C 5°C 25°C 25°C * NO denotes βNot observedβ ** NA denotes βNot Applicableβ. These samples were not subjected to freezing point monitoring because they precipitated above 0°C and had no perspectives in development of anti-freeze solution Figure 4.1.Dissolved solution (left); ice crystal (middle) and salt-out (right) 34 From the above observation, increasing either NaCl or glycerol concentrations depresses the freezing temperature of the mixtures relative to water. With 30% glycerol, the system reaches freezing points below -20°C at 10% NaCl, which indicates that the effective concentration of NaCl can be reduced with the presence of glycerol. However, glycerol reduces the saturation level of NaCl below 30%. The same result was also indicated in the research for the influence of the addition of glycerol to salt solutions on the crystallization process (Shepard, 1976). Therefore, the concentration of NaCl should not exceed 20% when mixed with glycerol. 4.2 Freezing and salt-out temperature for KCl and glycerol Table 4.2 shows the saturation and freezing temperatures for KCl-glycerol solutions. 30% KCl, regardless the concentration of glycerol, and 20% KCl-30% glycerol solution precipitated at 25°C. When the temperature dropped to -8°C, the solution of 20% KCl-20% glycerol also precipitated. Table 4.2.Freezing and salt-out temperatures for different concentrations of KCl and glycerol Parameters Freezing Salt-out Freezing Salt-out Freezing Salt-out Freezing Salt-out KCl (m/v) 0% 10% 20% 30% Glycerol (m/v) 0% 10% 20% 30% 0°C -9°C -9°C -20°C NO* NO NO NO -9°C -20°C -20°C Below -20°C NO NO NO NO -20°C -20°C NA NA NO** NO -8°C 25°C NA NA NA NA 25°C 25°C 25°C 25°C * NO denotes βNot observedβ 35 ** NA denotes βNot Applicableβ. These samples were not subjected to freezing point monitoring because they precipitated above 0°C and had no perspectives in development of anti-freeze solution The solutions of 30% glycerol, 10% KCl -10% glycerol, 10% KCl -20% glycerol, 20% KCl, 20% KCl -10% glycerol and 20% KCl -20% glycerol froze at -20°C. Only 10% KCl-30% glycerol solution can be used at -20°C, for the freezing point was lower than -20°C. Increasing either KCl or glycerol concentrations depressed the freezing point of mixed solutions. The trends were similar to those observed for NaCl. However, the saturation concentration of KCl is below that of NaCl: the precipitation of KCl was observed at the concentration of 20%, while the precipitation concentration of NaCl is 30%. Increasing the concentration of glycerol increases the precipitation temperature of 20% KCl from -8°C to 25°C. Therefore, it is necessary that the concentration of KCl does not exceed 10%. 4.3 Minimization of anti-freeze agent concentration The main goal of this section is to investigate the possibility of mixing different anti-freeze agents (in the present case, two salts and glycerol) to minimize the overall concentration of components, but still provide desired freezing point depression. Thus, the following experiment was conducted to identify the minimum concentrations of salts and glycerol required to achieve freezing points below -20°C. Based on the above experiments, the solutions containing 10% KCl, 10% or 20% NaCl, and 10%, 20% or 30% glycerol gave promising results in the development of anti-freeze solution. At this stage, all three components at the abovementioned concentrations were mixed to figure out combinatorial effects of these agents and their minimum acceptable concentrations (Table 4.3). 36 Table 4.3.Freezing and salt-out temperatures for KCl - NaCl - glycerol solutions Concentrations of agents (m/v) Phenomenon KCl NaCl Glycerol Freezing Salt-out 10% 10% 10% -20°C NO* 10% 10% 20% -20°C NO 10% 10% 30% Below -20°C NO 10% 20% 10% Below -20°C NO 10% 20% 20% Below -20°C NO 10% 20% 30% NA** 25°C * NO denotes βNot observedβ ** NA denotes βNot Applicableβ. These samples were not objected to freezing point monitoring because they precipitated above 0°C and had no perspectives in development of anti-freeze solution In the initial test, 30% NaCl - 0% glycerol and 30% KCl - 0% glycerol solutions precipitated at 25°C. However, for the three-component mixture 10% KCl - 20% NaCl - 10% glycerol and 10% KCl - 20% NaCl - 20% glycerol, the total salt concentration was 30% but no precipitation was observed. This phenomenon indicated that the mixing of salts enhanced the saturation level of solutions. Contrarily, increasing glycerol concentration reduced the solution saturation level. After adding 30% glycerol, 10% KCl - 20% NaCl solution precipitated at 25°C. The possible mechanism was that, in the presence of 30% glycerol, there were not enough water molecules that expose negative side of dipole to attract the Na+ and K+ ions for bonding, the cationic concentration was over the solubility threshold and the salt precipitated. The solutions of 10% KCl -10% NaCl -30% glycerol remained unfrozen at -20°C. Thus, in the presence of glycerol, concentrations of NaCl and KCl required to prevent freezing of the solution can be reduced to 10% each, which allows overcoming undesired salt precipitation and reduce the negative impact on the environment. However, the total concentration of salts 37 increases to 20%, which level is an environmental concern. Therefore, the next set of experiments was performed to reduce salt and glycerol concentration in the anti-freeze solution. The concentrations of NaCl and KCl were reduced to 7.5% and 5%; glycerol level was reduced to 25% (average level between ineffective 20 % and effective 30 %). The results are presented in Table 4.4. Table 4.4.Freezing and salt-out temperatures for reduced concentrations of the components Concentrations of agent (m/v) Phenomenon KCl NaCl Glycerol Freezing Precipitate 5% 5% 25% -20°C NO* 5% 5% 30% Below -20°C NO 5% 10% 25% -20°C NO 5% 10% 30% Below -20°C NO 10% 5% 25% -20°C NO 10% 5% 30% Below -20°C NO 7.5% 7.5% 25% -20°C NO 7.5% 7.5% 30% Below -20°C NO 7.5% 10% 25% Below -20°C NO 7.5% 10% 30% Below -20°C NO 10% 7.5% 25% -20°C NO 10% 7.5% 30% Below -20°C NO * NO denotes βNot Observedβ The mixing of salts slightly increased the freezing point: the freezing point of 20% NaCl20% glycerol solution was below -20°C, while the freezing point of the mixed 10% NaCl- 10% KCl- 20% glycerol was equal to -20°C, due to the lower anti-freeze ability of KCl. However, it is still desirable to design anti-freeze agents from mixed solutions because: i) the total concentration of salts can be decreased to a relatively low level, which helps to reduce the impact 38 of salts on the arctic ecosystem; ii) the desired freezing point can be obtained with the assistance of glycerol, which is comparable to the anti-freezing ability of the pure brine (below -20°C) ; iii) with the presence of KCl, the inhibitive ability (in respect to swelling of the reactive shale) of drilling fluid will be enhanced significantly (Andrey, 2011). The 25 % glycerol solution was able to prevent ice formation and salt-out when KCl was reduced to 7.5% while keeping NaCl at 10%. The addition of 30 % glycerol allowed reducing salt concentrations to 5% each. Thus, in the presence of glycerol, it is possible to design low-salt anti-freeze solution. This gives a great flexibility in drilling fluid composition for drilling permafrost. If environmental considerations are a priority, low-salt fluid can be used. However, salts concentrations can be increased if required by the drilling conditions (e.g., shale inhibition or drilling salt formation). Low salt concentration in anti-freeze solution also has an advantage of better compatibility with other drilling fluid components (e.g., bentonite and polymers). For example, in the drilling operations in 15 Mackenzie Delta wells, polyacrylamide/potassiumchloride mud has been used in drilling shale sections. In these operations, the KCl content was maintained from 28.5 g/L to 997.5 g/L depending on the shale being drilled (Clark, 1976). From the experimental result of the present study, the content of 5% KCl anti-freeze agent is 50 g/L, which is within the range covered in the present work for KCl content for practical operation. 39 CHAPTER 5: RHEOLOGY OF ANTI-FREEZE POLYMER SYSTEM Polymer solutions investigated as Arctic drilling fluids are desired to be non-solid muds (as discussed in Chapter 2). The formulated polymer systems are expected to have good shear thinning behavior, and generate desirable viscosity and yield point to provide efficient hole cleaning and drilling hydraulics under low temperature environment. The polymers such as xanthan gum, guar gum, low viscosity modified polyanionic cellulose (MF PAC-LV), modified starch and methylcellulose (M0262, M0387, and M4170) were selected to make the aqueous solution. For each polymer, concentrations typically used in drilling fluid were investigated for preparing the test solution. The rheological properties of polymer at different temperature points were tested, the influence of anti-freeze agent on the rheological performance of polymer were investigated. The tables of test result for all the experiments in this chapter can be found in Appendix A. 5.1 Experiment for optimum concentration of polymer solutions Most of the water-based muds behave as plastic fluids, which is normally described by the Bingham plastic model because of the presence of clay or polymers dispersed/ dissolved in the base. The statistical analyses of the rheological properties of drilling muds collected from the literature showed that the drilling fluid yield point is generally lower than 35 lb/100ft2 (16.76 Pa; Mohammed, 2013). In drilling engineering, it is common to use a shear-thinning mud, which provides sufficient gel to suspend cuttings when circulation is ceased but which breaks up promptly to a thin drilling fluid when the circulation is restarted. This type of drilling fluid will have a high ratio of yield point and plastic viscosity (YP/PV ratio; Caenn, 2011). It is desirable to maintain the lowest possible PV at the surface, keeping the YP no higher than required to 40 provide adequate carrying capacity (Roscoe Moss Company, 2008). The YP/PV ratio is also commonly used to indicate and characterize the plug flow (flat flow profile in the center), which is required for cutting carrying. Higher YP/PV ratio provides flatter flow profile and hence better hole cleaning. Usually it is appropriate to maintain the YP/PV ratio in the range of 0.7~1lb/100ft2βcp (0.36 ~ 0.48 Pa/mPa·s; Cai, 2007). For a safe and efficient drilling operation, the YP of each polymer should be no more than 35 lb/100ft2 and YP/PV ratio should be within 0.7~1 lb/100ft2βcp. In the following experiments, the PV and YP of polymer solutions at different concentrations were tested at 25°C to 0°C. The concentration of each polymer that provides rheological parameters meeting the above criteria is considered as the optimum concentration. 5.1.1 Viscosity and yield point of xanthan gum solution as a function of concentration and temperature The concentration of xanthan gum solution in test was 0.2%, 0.3%, 0.6%, 1% and 1.2% (Figure 5.1). All solutions started to freeze at 0°C. Generally the PV and YP of polymer solution increased with the decrease of temperature, but increasing polymer concentration. When the concentration was below 0.3%, the rheological properties were insensitive to temperature. When the concentration increased to 0.6 β 1.0 %, both plastic viscosity and yield point are slightly reduced when temperature increased. 1.2% xanthan gum provided significantly higher viscosity and yield point which sharply decreased with increasing temperature. For 0.2% xanthan gum solution, the PV increases from 11 cp (11 mPa·s) at 25°C to 14 cp (14 mPa·s) at 0°C. The YP increases from 7 lb/100ft2 (3.35 Pa) at 25°C to 14 lb/100ft2 (6.7 Pa) at 0°C. The YP/PV ratio has increased from 0.63 lb/100ft2βcp (0.32 Pa/mPa·s) to 1.25 lb/100ft2βcp (0.64 Pa/mPa·s), which is very close to the criteria range 0.7~1 lb/100ft2βcp 41 (0.36~0.48 Pa/mPa·s; Table 5.1). The PV of 0.3% xanthan gum solution increases from 10 cp at 25°C to 11 cp at 0°C. The YP increases from 15 lb/100ft2 (7.18Pa) at 25°C to 20 lb/100ft2 (9.6 Pa) at 0°C. The YP/PV ratio of 0.3% was between 1.364 and 1.82 lb/100ft2βcp (0.66 β 0.99 Pa/mPa·s). For the xanthan gum solutions of 0.6%, 1% and 1.2%, their rheological properties change dramatically. The YPs were all higher than 30 lb/100ft2 (14.36Pa), and their YP/PV ratios were higher than 1.50 lb/100ft2βcp (0.77 Pa/mPa·s), which is too high for the drilling fluid. From the above discussion, 0.2% was selected as the optimum concentration because its YP was lower than 35 lb/100ft2 and YP/PV ratio was the closest to the range of 0.7~1 lb/100ft2βcp. 0.2% xanthan gum 0.6% xanthan gum 1.2% xanthan gum 80 0.3% xanthan gum 1.0% xanthan gum 40 0 180 Yield point, lb/100ft2 Plastic Viscosity, 120 0.2% xanthan gum 0.6% xanthan gum 1.2% xanthan gum 120 0.3% xanthan gum 1.0% xanthan gum 60 0 0 5 10 15 20 25 0 Temperature, β 5 10 15 20 25 Temperature, β Figure 5.1.Test results of plastic viscosities and yield points of xanthan gum solutions Table 5.1.YP/PV ratio of xanthan gum solutions Temperature 0.2%(m/v) 0.3%(m/v) 0.6%(m/v) 1%(m/v) 1.2%(m/v) 23 °C 0.63 1.50 3.10 2.00 2.63 10 °C 1.08 1.36 2.25 1.81 2.02 5 °C 1.00 1.80 1.96 1.78 2.27 0 °C 1.25 1.82 2.04 1.93 1.94 42 30 5.1.2 Viscosity and yield point of guar gum solution as a function of concentration and temperature The concentration of the guar gum solution in test was 0.3%, 0.5%, 0.9% and 1.3%. The solutions froze at temperatures below 0°C. Figure 5.2 shows the results of plastic viscosity and yield point of guar gum solutions. 120 180 0.50% 0.90% 1.30% 0.30% 90 0.50% 0.90% 1.30% 150 Yield point, lb/100ft2 Plastic viscosity, cp 0.30% 120 60 30 0 0 5 10 15 20 25 30 Temperature,°C 90 60 30 0 0 5 10 15 20 25 30 Temperature,°C Figure 5.2.Test results of plastic viscosities and yield points of guar gum solutions Table 5.2.YP/PV ratio of guar gum solutions Temperature 0.3% (m/v) 0.5% (m/v) 0.9% (m/v) 1.3% (m/v) 25°C 0.14 0.67 3.00 4.69 15°C 0.90 1.93 3.35 3.14 10°C 1.10 1.75 3.60 3.06 5°C 1.00 1.71 3.54 3.10 0°C 1.18 1.67 3.48 3.14 Comparing with other concentrations, 0.3% of guar gum solution has the lowest PV and YP above 0°C, while the YP/PV ratio of 0.3% guar gum was ranging from 0.90 to 1.18 43 lb/100ft2βcp (0.46 ~ 0.61 Pa/mPa·s; Table 5.2), which is efficient for carrying the drill cuttings in laminar flow. The rest of the guar gum solutions all had high yield points. Under low temperature environments, the high yield point could increase and lead to excessive pump pressure when starting mud circulation. 5.1.3 Viscosity and yield point of modified starch solution as a function of concentration and temperature The concentration of modified starch solution in test was 1%, 1.5% and 2%. The solutions froze at temperature below 0°C. Figure 5.3 shows the results of rheology test of modified starch solutions. Increasing concentration or decreasing temperature increases PV and YP. 120 80 1.50% 1% 2% Yield point, lb/100ft2 Plastic viscosity, cp 1% 90 60 30 0 1.50% 2% 60 40 20 0 0 10 20 Temperature,°C 30 0 5 10 15 20 25 30 Temperature,°C Figure 5.3.Test results of plastic viscosities and yield points of modified starch solutions Comparing with xanthan gum and guar gum solution, the PV and YP of modified starch solution was much lower. For example, at 0°C, the YP of 1% modified starch solution was 16 lb/100ft2 (7.6 Pa) which is much lower than the YP of 0.9% guar gum and YP of 1% xanthan gum, 94 lb/100ft2 (45 Pa) and 54 lb/100ft2 (25.86 Pa) respectively. The YP/PV ratio of three 44 modified starch solutions were close to each other and all stayed between 0.65 and 0.85 lb/100ft2βcp (0.33 ~ 0.44 Pa/mPa·s; Table 5.3), which was also lower than xanthan gum and guar gum solutions. Since we expect the increase of PV and YP below 0°C, 1% modified starch solution was better than the other two solutions, for the PV of the other two solutions was too high. Table 5.3.YP/PV ratio of modified starch solutions Temperature 1.0% (m/v) 1.5% (m/v) 2.0% (m/v) 23°C 0.80 0.70 0.72 15°C 0.71 0.74 0.70 10°C 0.68 0.76 0.73 5°C 0.67 0.81 0.72 5°C 0.73 0.77 0.69 5.1.4 Viscosity and yield point of methylcellulose solution as a function of concentration and temperature Three commercial products of methylcellulose, M7140, M0262 and M0387, with different molecular weight were selected for testing. The solutions froze at temperatures below 0°C. M7140 has the lowest molecular weight, so the concentration of M7140 solution needs to be relatively high to provide proper viscosity control. The solution generated reasonable yield point, but the plastic viscosities are extremely high (Figure 5.4). At 0°C, the YP of 2.4% M7140 solution was 10 lb/100ft2 (4.79 Pa), which was a low value for drilling fluid, while the PV was 43cp. Consequently, the YP/PV ratio was as low as 0.23 lb/100ft2βcp (0.12 Pa/mPa·s), which was not practical for holding chips during drilling operation. 45 120 80 3% 3.60% 2.40% Yield point, lb/100ft2 Plastic viscosity, cp 3.60% 90 60 30 0 3% 2.40% 60 40 20 0 0 5 10 15 20 25 30 0 5 Temperature,°C 10 15 20 25 30 Temperature,°C Figure 5.4.Plastic viscosities and yield points of M7140 methylcellulose solutions Table 5.4.YP/PV ratio of M7140 methylcellulose solutions Temperature 2.4% (m/v) 3.0% (m/v) 3.6% (m/v) 23 °C 0.10 0.14 0.12 15 °C 0.18 0.19 0.11 10 °C 0.23 0.25 0.09 5 °C 0.22 0.21 0.07 0 °C 0.23 0.23 0.10 Methylcellulose M0262 has higher molecular weight in comparing with M7140. The plastic viscosity and yield point were affected by concentration remarkably (Figure 5.5). At 0°C, the PV of 1.2% M0262 was 91cp (91 mPaβs), which is much greater than the PV of 1% M0262 solution, 52cp (52 mPaβs). The YP/PV ratios for both concentrations were generally lower than 0.5 lb/100ft2βcp (0.26 Pa/mPa·s, Table 5.4). So M0262 was not an option for viscosity control. 46 80 120 1.20% 1% Yield point, lb/100ft2 Plastic viscosity, cp 1% 1.20% 60 90 40 60 30 20 0 0 0 5 10 15 20 Temperature,°C 25 30 0 10 20 Temperature,°C 30 Figure 5.5.Plastic viscosity and yield point of M0262 methylcellulose solutions Table 5.5.YP/PV ratio of M0262 methylcellulose solutions Temperature 1.0% (m/v) 1.2% (m/v) 23°C 0.26 0.33 15°C 0.33 0.42 10°C 0.33 0.49 5°C 0.38 0.49 0°C 0.44 0.55 The concentration of the M0387 solution in test was 0.6%, 0.8% and 1%. Due to the high molecular weight, M0387 has higher rheology (Figure 5.6). The PV and YP were all greater than the other two methylcelluloses. Decreasing the concentration of M0387 decreases the YP/PV ratio. The 1% and 0.8% M0387 solution had higher YP/PV ratio than 0.6% M0387 solution (Table 5.6), but the problem was that their YP and PV were much higher than the normal range of drilling fluid viscosity, while 0.6% M0387 has relatively low PV and YP. From this perspective, 0.6% M0387 was better than 0.8% and 1% M0387. If decreasing the concentration of M0387, the YP and PV will decreases but the YP/PV ratio will become lower than 0.6% M0387βs. Therefore 0.6% is the optimum concentration of M0387. 47 80 1% 0.80% 1% 0.60% Yield point, lb/100ft2 Plastic viscosity, cp 120 90 60 30 0 0.80% 0.60% 60 40 20 0 0 5 10 15 20 25 30 Temperature,°C 0 10 20 Temperature,°C 30 Figure 5.6.Plastic viscosities and yield point of M0387 methylcellulose solutions Table 5.6.YP/PV ratio of M0387 methylcellulose solutions Temperature 0.6% (m/v) 0.8% (m/v) 1.0% (m/v) 23 °C 0.19 0.47 0.58 15 °C 0.31 0.59 0.67 10 °C 0.45 0.53 0.88 5 °C 0.47 0.70 0.92 0 °C 0.56 0.84 0.91 5.1.5 Viscosity and yield point of MF PAC-LV as a function of concentration and temperature The concentration of the MF PAC-LV solution in test was 1.0% and 1.2% (Figure 5.7). The solutions froze at temperatures below 0°C. Compared with the other polymer solutions at the same concentration, the YP of MF PAC-LV was relatively low. Besides, the YP/PV ratio of the two MF PAC-LV solutions was between 0.25 and 0.85 lb/100ft2βcp (0.13 ~ 0.44 Pa/mPa·s; Table 5.7), which were also too low to provide the flat flow profile. However, we could still expect the YP of MF PAC-LV solution will increase and provide acceptable rheology under low 48 temperature conditions. We selected 1% as the optimum concentration of MF PAC-LV, for its PV and YP were lower than the one of 1.2% MF PAC-LVβs. 80 1% 1% 1.20% Yield point, lb/100ft2 Plastic viscosity, cp 120 90 60 30 0 0 10 20 1.20% 60 40 20 0 30 0 Temperature,°C 10 20 30 Temperature,°C Figure 5.7.Plastic viscosity and yield point of MF PAC LV solutions Table 5.7.YP/PV ratio of MF PAC LV solutions 5.1.6 Temperature 1.0% (m/v) 1.2% (m/v) 25°C 0.27 0.43 15°C 0.41 0.49 10°C 0.62 0.63 5°C 0.56 0.71 0°C 0.60 0.80 Analysis of rheology performance of polymer solutions at different concentrations From the above test results, the plastic viscosity and yield point of the seven polymer solutions universally increased with increasing concentration or decreasing temperature, but the temperature sensitivity of polymers was different. Comparing with the other polymers, the plastic viscosity of the two methylcellulose products M4170 and M0262 has the most significant increase with the decrease of temperature. Consequently the YP/PV ratio of both polymer 49 solutions was much lower than 0.7 lb/100ft2βcp (0.38 Pa/mPa·s), which was not acceptable for carrying drill cuttings. Therefore both of them were not suitable in the anti-freeze drilling fluid. The rheology of polymers in the category of natural gums was better than the polymers in the category of cellulose. Under the condition of same concentration or temperature, the PV and YP of natural gum were generally lower than that of cellulosesβ, and the YP/PV ratio of natural gum was much closer to the range of 0.7~1 lb/100ft2βcp (Cai, 2007). We can conclude that the natural gum polymer is more desirable to be used in the non-solid polymer drilling fluid as viscosifier. This study has tested the rheology of polymer solutions in different concentration and different temperature condition, and selected the optimal concentration that provided the best rheology control (Table 5.8). In next set of experiment, the polymer solution in optimal concentration will be mixed with anti-freeze agent, to test the rheology under different temperature conditions, including the temperature below 0°C. Table 5.8.Optimum concentration of selected polymer Polymer Xanthan gum Guar gum Modified starch Methylcellulose M0387 MF PACLV Concentration (m/v) 0.2% 0.3% 1% 0.6% 0.5% 5.2 Rheology of polymers in response to anti-freeze base For the polymer solutions with optimized concentration (from above experiments), their rheological behavior under sub-freezing temperature needs to be tested. The compatibility of polymer with anti-freeze agent is another issue that needs to be considered for designing the 50 drilling fluid. In the following experiments, the optimized polymer solutions were mixed with one of the three formulas of anti-freeze agent (5%NaCl + 5%KCl + 30%glycerol, 10%NaCl+ 7.5%KCl+ 25%glycerol, 10%KCl + 10%NaCl + 30%glycerol) respectively. The mixed solutions were labeled as AFS1, AFS2 and AFS3 and prepared at temperature points ranging from 25°C to -20°C. The salt precipitation and ice formation was monitored. The rheological parameters (apparent viscosity, plastic viscosity and yield point) of the mixed solution under different temperature were also measured. 5.2.1 Viscosity and yield point of 0.2% xanthan gum solution as a function of salinity and temperature In 0.2% xanthan gum solution, adding salts decreased the apparent viscosity (AV) of the polymer solution (Table 5.9). At the same shear rate, the AV of AFS1 and AFS 2 were lower than the AV of 0.2% xanthan gum solution. Table 5.9.Apparent viscosity of 0.2% (m/v) xanthan gum in response to anti-freeze agents at 0°C Shear rate, s-1 1022 511 340.7 170.3 10.22 Polymer 21.0 30.0 34.5 45.0 250.0 5.11 300.0 Apparent viscosity, cp AFS1 AFS2 13.0 14.5 14.0 16.0 13.5 15.0 12.0 15.0 50.0 50.0 AFS3 30.5 35.0 42.0 48.0 150.0 100.0 200.0 100.0 The PV has changed slightly, for the PV of 0.2% xanthan gum was very close to the PV of AFS1 and AFS3 (Figure5.8). The YP of 0.2% xanthan gum has decreased significantly after 51 adding the salts. We can also notice that the AV and PV of AFS3 were higher than the other three solutions. This can be explained by the assumption that with the presence of excess salts, the solubility of xanthan gum was affected. The un-dissolved xanthan gum formed large-size particles, which increased the inner friction in the fluid, hence increased the apparent viscosity. However, the monovalent salts break up the inner structure formed by polymer particles, thatβs why the yield point of all polymer solutions has decreased. The PV and YP of all polymer solutions increase with the decrease of temperature. Especially the PV and YP have increased sharply when the temperature is below 0°C. 100 40 AFS1 AFS2 AFS3 Polymer Yield point, lb/100ft2 Plastic Viscosity, cp Polymer 80 AFS1 AFS2 AFS3 30 60 20 40 10 20 0 0 -30 -20 -10 0 10 20 30 Temperature, β -30 -10 10 30 Temperature, β Figure 5.8.Plastic viscosity and yield point of anti-freeze xanthan solutions 5.2.2 Viscosity and yield point of 0.3% guar gum solution as a function of salinity and temperature Adding salts in anti-freeze agent increased the apparent viscosity of 0.3% guar gum (Table 5.10). The PV and YP have also enhanced with the increase of salts concentration in antifreeze agent (Figure 5.9). Aside from the effect of salts, the rheological parameters of 0.3% guar gum were also increased with decreasing temperature, especially below -10°C, the PV and YP of 52 polymer solutions has increased sharply. The YP of AFS1 at -20°C was 32 lb/100ft2 (15.3Pa), which was lower than the YP of AFS2 and AFS3. The PV of AFS1 was also lower than the PV of the other two mixed solutions. These results indicated that AFS1 was more reliable than others for chip suspension under different temperature conditions. The YP of AFS2 at -20°C was 37 lb/100ft2 (17.7 Pa), which is a little bit higher than the criteria. However, the YP/PV ratio of AFS2 was within 0.7 ~ 1 lb/100ft2βcp (0.36 ~ 0.48Pa/mPa·s; Table 5.11), so it is still practical to apply AFS2 into the drilling fluid if the drilling condition requires higher salt concentration. Table 5.10.Apparent viscosity of 0.3% (m/v) guar gum in response to anti-freeze agents at 0°C Shear rate, s-1 Apparent viscosity, cp AFS1 AFS2 32.5 38.5 41.0 50.0 46.5 58.5 60.0 78.0 150.0 250.0 200.0 300.0 Polymer 18.0 24.0 30.0 45.0 100.0 150.0 1022 511 340.7 170.3 10.22 5.11 60 120 Polymer AFS1 AFS2 AFS3 100 Yield point, lb/100ft2 Plastic viscosity, cp AFS3 48.5 62.0 72.0 93.0 300.0 400.0 80 60 40 20 0 Polymer 50 AFS1 AFS2 AFS3 40 30 20 10 0 -30 -20 -10 0 10 Temperature, β 20 30 -30 -20 -10 0 10 Temperature, β Figure 5.9.Plastic viscosity and yield point of anti-freeze guar gum solutions 53 20 30 Table 5.11.YP/PV ratio of 0.3% (m/v) guar gum in response to anti-freeze agents Temperature 25 °C 10 °C 5 °C 0 °C -10 °C -20 °C 5.2.3 YP/PV, lb/100ft2βcp AFS1 AFS2 0.53 0.94 NA NA NA NA 0.71 0.85 0.64 0.79 0.82 0.76 Polymer 0.07 0.56 0.51 0.51 Frozen AFS3 0.95 0.77 NA 0.77 0.62 0.50 Viscosity and yield point of 1% modified starch solution as a function of salinity and temperature The apparent viscosity of 1% modified starch solution was affected significantly by the concentration of salt. Increasing salts concentration increased the AV (Table 5.12). Table 5.12.Apparent viscosity of 1% (m/v) modified starch in response to anti-freeze agents at 0°C Shear rate, s-1 1022 511 340.7 170.3 10.22 5.11 Polymer 21.0 24.0 25.5 27.0 50.0 100.0 Apparent viscosity, cp AFS1 AFS2 22.5 25.0 25.0 27.0 25.5 28.5 27.0 30.0 50.0 50.0 100.0 100.0 AFS3 31.5 35.0 37.5 39.0 50.0 100.0 Among the four solutions, AFS3 has the highest PV, while the PV of AFS2 was lower than AFS3 but higher than AFS1 (Figure 5.10). This result indicated that the PV of mixed solution has increased with increasing of salt concentration. The YP of mixed solutions has also 54 changed the same way. Meanwhile, temperature has a great impact on the PV of mixed solutions. Above 0°C, the YP of mixed solutions have not changed too much from the 1% Modified starch solutions, but as the temperature has dropped below 0°C, the YP of mixed solutions has increased sharply. 40 100 AFS1 AFS2 Polymer AFS3 Yield point, lb/100ft2 Plastic viscosity, cp Polymer 80 60 40 20 0 AFS1 AFS2 AFS3 30 20 10 0 -30 -20 -10 0 10 20 30 Temperature, β -30 -20 -10 0 10 20 30 Temperature, β Figure 5.10.Plastic viscosity and yield point of anti-freeze modified starch solutions 5.2.4 Viscosity and yield point of 0.5% MF PAC-LV solution as a function of salinity and temperature With the presence of salts, the AV of 0.5% MF PAC-LV solution was decreased (Table 5.13). The AV of the three mixed solutions was all lower than the AV of 0.5% MF PAC-LV solution. Above 0°C, the PV of AFS1, AFS2, AFS3 and 0.5% MF PAC-LV did not have significant difference, which means the salinity has slight effect on the PV, but below 0°C, the PV of mixed solutions has increased sharply (Figure 5.11). On the contrary, the YP of the mixed solutions was generally lower than the YP of polymer solution. The decrease of temperature gently increased the YP of mixed solution. 55 Table 5.13.Apparent viscosity of 0.5% (m/v) MF PAC-LV in response to anti-freeze agents Shear rate, s-1 Apparent viscosity, cp AFS1 AFS2 25.0 27.5 28.0 31.0 28.5 30.0 30.0 33.0 50.0 75.0 100.0 100.0 Polymer 32.0 38.0 42.0 51.0 150.0 200.0 1022 511 340.7 170.3 10.22 5.11 100 AFS1 AFS2 AFS3 80 60 40 20 0 Yield point, lb/100ft2 40 Polymer Plastic viscosity, cp AFS3 32.0 36.0 36.0 39.0 100.0 150.0 Polymer AFS1 AFS2 AFS3 30 20 10 0 -30 -20 -10 0 10 20 30 -30 -20 -10 0 10 20 Temperature, β Temperature, β Figure 5.11.Plastic viscosity and yield point of anti-freeze MF PAC-LV solutions 5.2.5 Viscosity and yield point of 0.6% MC M0387 solution as a function of salinity and temperature After adding salts, the rheological parameters of 0.6% methylcellulose have decreased sharply. The AV, PV and YP have been reduced with the increase of salts concentration (Table 5.14 and Figure 5.12). 56 30 Table 5.14.Apparent viscosity of 0.6% MC M0387 in response to anti-freeze agents Shear rate, s-1 Apparent viscosity, cp AFS1 AFS2 19.5 16.5 22.0 18.0 25.5 16.5 27.0 18.0 50.0 50.0 100.0 100.0 Polymer 46.0 56.0 61.5 72.0 75.0 100.0 1022 511 340.7 170.3 10.22 5.11 40 80 AFS1 AFS2 Polymer AFS3 Yield point, lb/100ft2 Polymer Plastic viscosity, cp AFS3 13.0 14.0 15.0 15.0 50.0 100.0 60 40 20 AFS1 AFS2 AFS3 30 20 10 0 0 -30 -20 -10 0 10 Temperature, β 20 30 -30 -20 -10 0 10 20 Temperature, β Figure 5.12. Plastic viscosity and yield point of anti-freeze 0.6% MC M0387 solutions Above 0°C, the PV of 0.6% methylcellulose solutions has decreased a lot after adding antifreeze agent. The PV of mixed solutions was very close to each other. When the temperature was suppressed below 0°C, the PV of mixed solutions has been divided and increased distinctly. The YP of 0.6% methylcellulose has also decreased with increasing salts. 5.2.6 Analysis of the response of polymer solution to anti-freeze agent 57 30 In the experiments of the polymer solutions with three combinations of anti-freeze agents, there was no precipitation or ice formation. The presence of anti-freeze agent decreased the viscosity of 0.2% xanthan gum solution compared to that of xanthan gum in water alone. The possible mechanism is that with the presence of salt, charge screening causes the side chains of xanthan gum molecule to collapse down to the main chain. The polymer molecule formed a rod-like shape and decreased the viscosity (Hemmatzadeh et al, 2011). The test result of 0.5% MF PAC-LV and 0.6 % MC 0387 showed the similar response of rheology to the presence of salt; like xanthan gum --- adding salts decreases the viscosity. But the mechanism of response to salt is different from xanthan gum. When MF PAC-LV is dissolved in water, the cations release from the polymer chain, which make the polymer anionic and free in water. When the polymer is hydrated in water, the viscosity increases as the size of the envelope surrounded the polymer increases. After adding salt, the availability of water is limited and polymer cannot hydrate and expand easily. It means that the hydrogen bonding is not formed between water molecules and the polymer chains. Therefore the viscosity of this fluid will be highly depressed (Alaskari and Teymoori, 2007). In contrast, results of the test showed that the viscosity of the 0.3% guar gum solution markedly increased when the salts were added. This suggests that the inter-molecular networks of guar gum and water were not disturbed. The possible mechanism to explain the result is that adding salts can facilitate the formation of intermolecular aggregates due to the alteration of the charge density and conformation of guar gum (Gittings et al, 2001). 58 For 1% modified starch, a slight increase in apparent viscosity was observed with addition of salts. This might be explained as that the swelling of the starch granules are restricted by both the electrostatic interaction between starch and ions from NaCl and the competition between the salts and starch for available water molecules (Samutsri and Suphantharika, 2012). Similar results were observed for the effect of the NaCl on the physicochemical properties of potato starch (Chen et al, 2014). According to the rheology test results, with increasing shear rate, the apparent viscosity of all the solutions has decreased, which indicated good shear thinning characteristics. Among these polymers, the AV of guar gum solutions has the most significant decrease with the increase of shear rates, besides, the YP/PV ratio of 0.3% guar gum solutions were generally higher than the ratio of other mixed polymer solutions, thus the guar gum solution was selected as the base fluid of the anti-freeze non-solid drilling fluid system. For each type of polymer, combining with 5% NaCl + 5% KCl + 30% glycerol generated the lowest effect on the rheological properties than the other two anti-freeze formulations. Therefore, in common permafrost drilling operation, the low salt anti-freeze agent 5% NaCl + 5% KCl + 30% glycerol is good enough to corporate with guar gum systems for viscosity control. If the drilling condition requires high salt concentrations, NaCl and KCl should be discreetly added, up to 10% and 7.5% respectively. 59 CHAPTER 6: RHEOLOGICAL MODELS AND HYDRAULICS ESTIMATION OF ANTI-FREEZE POLYMER SYSTEMS 6.1 Rheological model optimization The rheological properties of drilling fluids describe the characteristics of the deformation and flow of the drilling fluid under the effect of an imposed force. Rheological properties are often described by the rheogram as depicted in Figure 6.1. In this figure, the four basic rheological fluid types are shown: i) Plastic fluids, which are characterized by a yield point (YP = Ο0 ) and a constant plastic viscosity (PV) relating the shear stress, Ο, to the shear rate, Ξ³; ii) Pseudoplastic fluids for which Ο0 = 0 ; iii) Newtonian fluids, for which PV is constant and Ο0 = 0; iv) Dilatant fluids or shear thickening fluids. Figure 6.1.Schematic rheogram showing rheological types (Adapted from Awele, 2014) 1-Plastic fluid; 2- Pseudoplastic fluid; 3- Newtonian fluid; 4-Dilatant fluid; 60 Ο- Shear stress, lb/100ft2 or Pa; Ξ³- Shear rate, s-1; Ο0 -YP = Yield point, lb/100ft2 or Pa; PV-Plastic viscosity, cp or mPaοs The most widely used drilling fluids are plastic and pseudoplastic fluids. Aqueous solutions of high-molecular compounds and emulsions all belong to the category of pseudoplastic fluid, which can start to flow at an extremely low shear stress, and have no gel strength. The viscosity decreases with the increase of shear stress. As the well goes deeper, it becomes increasingly important to predict and control the rheology of drilling fluids and hydraulics of the well. Rheological models to discuss the fluid properties are adopted for prediction and calculation of the shear stress and frictional pressure losses. The most-used rheological models are the Newtonian, Bingham and Power-law models. The limitation of Bingham and Power Law models is that Bingham model mostly fails to predict low shear behavior because Bingham YP is higher than the true yield stress, while Power law model is not able to describe the rheological properties of drilling fluid under high shear rate. Before the new API RP 13D release in 2006, API recommended to predict fluid behavior with a two-part power law model. One part predicted the fluid behavior at low shear rates, and another part modeled the high shear properties (Rehm et al, 2012). The Herschel-Bulkley model is one of the new rheological models that better describe the rheological properties of drilling fluid under a wider range of shear rate (Power, 2003). This section presents the comparison of several major rheological models to select the best representation of the relationship between the shear stress and shear rate for the anti-freeze polymer system. The models tested are Newtonian, Bingham, Power-law, API dual Power-law and Herschel-Bulkley. 61 The lowest absolute average percent error (EAAP) between the measured and calculated (predicted using the model relationship) shear stress is the criterion for selecting the model of a given drilling fluid (Equation 6.1). Eπ΄π΄π = [(1βN) β|(πππππ π’πππ β ππππππ’πππ‘ππ )/πππππ π’πππ |] × 100.............................................. (6.1) Where N is the number of shearing speed. 6.1.1 Newtonian Model The Newtonian fluid has linear relationship between shear stress (Ο) and shear rate (Ξ³). The viscosity (ΞΌ) is constant at all shear rates under isothermal conditions. Also, there is no stress required to initiate the flow. The equation describing a Newtonian fluid: Ο = ΞΌΞ³β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦. (6.2) Where: Ο is shear stress, lb/100ft2; ΞΌ is viscosity, cp; Ξ³ is shear rate, s-1. The dial readings of the anti-freeze system of 0.3% guar gum + 5% KCl + 5% NaCl + 30% glycerol solution at 25°C are recorded. The data will follow through this model selection process. The geometry of Fann viscometer determines the relationship of shear rate of rotor and its rotational velocity (Equation 6.3). The dial reading ΞΈ is proportional to shear stress (Equation 6.4). To convert laboratory units to field engineering units (Table 6.1), we need to apply conversion factors: Ξ³ = 1.703N, β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦ (6.3) Ο = 1.067ΞΈ . β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦ (6.4) Where: Ξ³ is shear rate, s-1; ΞΈ300 is dial reading of viscometer at 300 rpm; 1 lb s/100ft2 = 478.8 cp. 62 Table 6.1.Shear stress of 0.3% guar gum anti-freeze system measured in field units RPM (N) Reading (ΞΈ) Shear rate (s-1) Shear stress (lb/100ft2) 600 38 1021.8 39.5 300 23 510.9 24.5 200 18 340.6 19.2 100 10 170.3 10.7 6 2 10.2 2.1 3 1 5.1 1.1 The shear stresses can be estimated as function of viscosity and calculated by the following equations. ΞΌ = ΞΈ300 β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦.β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦ (6.5) Ο = ΞΌΞ³β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦.β¦β¦β¦β¦β¦β¦..β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦β¦ (6.6) Where: ΞΈ300 is dial reading of viscometer at 300 rpm; 1 lb·s/100ft2 = 478.8 cp. By using the example, for the Newtonian model, EAAP = 37.2%. Fig 6.2 shows a comparison of measured data and fitted Newtonian model. 63 Measured shear stress 60.00 EAAP=37.2% 50.00 Ο, (lb/100ft2) y = 0.048x 40.00 30.00 ΞΌp=23 cp 20.00 10.00 0.00 0.0 200.0 400.0 600.0 800.0 1000.0 1200.0 Ξ³, (sec-1) Figure 6.2.Comparison between measured data and fitted Newtonian model (ΞΌ=23 cp) for 0.3% guar gum anti-freeze system 6.1.2 Bingham Plastic Model The Bingham plastic model is a two-parameter rheological model that is widely used in the drilling industry to describe plastic fluids. For the Bingham plastic fluids, initial stress (yield stress) is required to initiate the flow. The model is described according to: Ο = ΞΌπ πΎ + π0 .............................................................................................................................. (6.7) Where, for the viscometer readings: ΞΌπ = ΞΈ600 β ΞΈ300 ....................................................................................................................... (6.8) Ο0 = ΞΈ300 β ΞΌp ........................................................................................................................... (6.9) Where: ΞΌπ is plastic viscosity, cp; Ο0 is yield point, lb/100ft2. 64 For this example, the Bingham plastic model EAAP is 188.25%. Fig. 6.3 shows a comparison between measured data and model. Measured shear stress 50.0 EAAP=188.25% Ο, (lb/100ft2) 40.0 y = 0.0292x + 9 30.0 Ο = ΞΌpΞ³ + Ο0 ΞΌp = 14 Ο0 = 9 20.0 10.0 0.0 0.0 200.0 400.0 600.0 800.0 1000.0 1200.0 Ξ³, (sec-1) Figure 6.3.Comparison between measured data and fitted Bingham model for 0.3% guar gum anti-freeze system 6.1.3 Power Law Model Power law model is a two-parameter rheological model to describe the flow behavior of pseudoplastic fluid. The viscosity of power law fluid decreases with increasing shear rate. No initial stress is required to initiate the flow. Comparing with Bingham plastic model, the power law model provides a better description for the flow behavior in low shear rate condition. The Power law relationship is defined as: Ο = πΞ³n ................................................................................................................................... (6.10) Where k is the consistence index, dyne sec π /100 ππ2; n is flow behavior index. 1 lb/100ft2 = 478.8 dyne secn/100cm2, these are determined from the viscometer readings: 65 π n = 3.32 log (π600 )β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦.. (6.11) 300 k= 510×π300 511π β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦...β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦... (6.12) Using Eq. 6.1, EAAP = 5.94%. Fig. 6.4 shows a comparison between measured data and fitted Power law model. Measured shear stress 50 EAAP=5.94% (Ο, lbf/100ft2) 40 y = 0.3408x0.6855 30 Ο = kΞ³n n = 0.6855 k = 0.3408 20 10 0 0.0 200.0 400.0 600.0 800.0 1000.0 1200.0 Ξ³, (sec-1) Figure 6.4.Comparison between measured data and fitted Power law model for 0.3% guar gum anti-freeze system 6.1.4 API Model (RP 13D) API RP 13D provides IS standard practice for drilling fluid rheology and hydraulics, and their application to drilling operations (API, 2010). A modified Power Law model is recommended in the API RP 13D for the calculation of frictional pressure losses. The advantage of API power law model is it matches the shear rates from viscometer with shear rates actually inside the drillpipe and annulus. This model uses four readings instead of two as in other models: Inside the drillpipe, ΞΈ600 and ΞΈ300 are used for rheology and pressure loss calculations. Inside the 66 annulus, ΞΈ3 and ΞΈ100 are used for rheology and pressure loss calculations. These dual readings allow better prediction of viscosity in low and high shear rate regions. The measured and calculated shear stresses are shown as table 6.6. Using Eq. 6.1, EAAP = 4.14%. Fig. 6.5 shows a comparison between measured data and model. ο Pipe Flow π nπ = 3.32 log (π600 ).................................................................................................................. (6.13) 300 kπ = 5.11π600 1022nπ dyne secπ / ππ2 ................................................................................................... (6.14) ο Annulus Flow nπ = 0.657 log ( kπ = 5.11π100 170.2nπ π100 π3 )............................................................................................................... (6.15) dyne secπ / ππ2 ................................................................................................... (6.16) 50.0 EAAP=4.14% Ο, (lb/100ft2) 40.0 y = 0.3415x0.6855 30.0 y = 0.3652x0.657 20.0 Ο = kp ί na na = 0.657 ka = 0.3652 10.0 np Ο = kp ί np = 0.6855 kp = 0.3415 0.0 0.0 200.0 400.0 600.0 Ξ³, (sec-1) 800.0 1000.0 1200.0 Figure 6.5.Comparison between measured data and fitted API model for 0.3% guar gum anti-freeze system 67 6.1.5 Herschel-Bulkley Model The Herschel-Bulkley is a three-parameter rheological model, which is described as Power law model to accommodate the existence of a yield point. Most recently, the usage of Herschel-Bulkley model has increased because it describe the rheological properties of drilling fluid more accurately over a wide range of shear rate. The parameter Οy is the actual yield point of drilling fluid, which indicates the lowest shear stress that propels the fluid to flow. It is not an extrapolated value, so it means completely different with the Bingham yield point Ο0 . The value of Οy is related to the type and concentration of the polymer agents, besides the solid content also affects it. The shear stresses can be calculated by the following equations: Ο = Οy + kΞ³n ............................................................................................................................ (6.17) Οy = 2ΞΈ3 β ΞΈ6 , lb/100fπ‘ 2 ........................................................................................................ (6.18) π600 βΟy n = 3.32log(π 300 βΟy K= (π300 βππ¦ ) 511π )................................................................................................................ (6.19) , dyne secπ / ππ2 .................................................................................................. (6.20) Using Eq. 6.1, EAAP = 9.65%. Fig. 6.6 shows a comparison between measured data and model. 68 Measured shear stress 50.0 EAAP=9.65% (Ο, lbf/100ft2) 40.0 y = 0.32x0.6855 30.0 Ο = Οy+kΞ³n Οy= 0 n = 0.6855 k = 0.32 20.0 10.0 0.0 0.0 200.0 400.0 600.0 800.0 1000.0 1200.0 Ξ³, (sec-1) Figure 6.6.Comparison between measured data and fitted Herschel-Bulkley model for 0.3% guar gum anti-freeze system 6.1.6 Conclusion of rheological model selection Since the rheological properties of drilling fluid are significantly affected by the temperature, we need to investigate the rheological model of all the anti-freeze polymer solution under different temperature conditions. The optimum polymer solutions (See Table.5.1) were mixed with anti-freeze base 5% KCl + 5% NaCl + 30% glycerol. The measured dial readings are listed in Appendix B. Table 6.2 shows the calculated EAAP of different anti-freeze polymer solutions by different models at four temperature points. From the results, we can conclude that the anti-freeze polymer solutions are pseudoplastic fluids. According to Table 6.2, the API Power Law model provides the lowest EAAP for anti-freeze polymer solution at all temperature points. Generally, the API Power law model can better describe the flow behavior of anti-freeze polymer solution when compared with other rheological models. 69 Table 6.2.Summary of EAAP of anti-freeze polymer solutions from different models EAAP of Anti-freeze polymer solutions Temperature 25°C 0°C -10°C -20°C Models Newtonian Bingham Power law API HerschelBulkley Newtonian Bingham Power law API HerschelBulkley Newtonian Bingham Power law API HerschelBulkley Newtonian Bingham Power law API HerschelBulkley 0.3% Guar gum 37.20% 188.25% 5.94% 4.14%* 0.2% Xanthan gum 35.99% 22.28% 29.78% 9.24% 1% Modified starch 21.40% 70.20% 19.63% 6.55% 0.5% MF PAC-LV 22.49% 20.10% 26.22% 7.67% 0.6% MC M0387 25.13% 164.95% 9.70% 6.08% 9.65% 54.20% 24.30% 30.73% 14.64% 30.40% 210.60% 3.37% 1.35% 22.96% 66.30% 27.60% 16.80% 20.76% 268.90% 6.98% 4.40% 22.48% 219.98% 3.98% 2.76% 28.29% 216.14% 4.08% 3.21% 14.50% 46.30% 5.16% 6.30% 9.94% 36.30% 188.70% 6.04% 5.04% 17.93% 124.74% 34.34% 6.10% 20.97% 143.55% 10.87% 4.49% 17.35% 268.47% 7.13% 2.36% 24% 500.11% 43.00% 3.20% 15.10% 18.53% 16.30% 8.73% 39.39% 39.17% 136.47% 11.72% 0.50% 14.52% 271.04% 8.18% 2.31% 19.66% 165.20% 11.70% 2.99% 12.24% 653.97% 53.00% 1.90% 27.86% 339.29% 19.31% 4.72% 6.73% 7.97% 5.74% 49.20% 18.19% * Data in bold denotes the lowest EAAP 6.2 Hydraulics estimation One of the principal functions of drilling fluid is transferring hydraulic power. Hydraulic power is one of the most important hydraulic parameters impacting the rate of penetration. The bit pressure drop decreases the bit hydraulic power. The total fluid pressure is generated by the pump. During the procedure of transferring the pump pressure and pump hydraulic power, it is inevitable to lose a portion of the available pressure, and then power, to friction. Drilling fluid 70 that comes from mud pump, flows through the surface equipment, drillpipe, drill collar, drill bit and annulus. Flowing through each section meets friction and causes irreversible pressure losses. The prediction of frictional pressure losses is important in many field operations, including drilling, completion, fracturing, acidizing, work over and production. 6.2.1 Frictional Pressure Loss Calculation In Section 6.1, the API power law model provided reasonably low error for all anti- freeze polymer systems. This model will then be used to estimate the pressure loss based on the flow regime that is to be determined by the Reynolds number (Nπ π ) at a particular fluid flow rate, and the friction factor, π. The equations for API Power Law model are implemented in the pressure loss prediction according to the following calculation. ο Pipe Flow a. Pipe velocity: Vπ = 0.408π π·π2 .................................................................................................................... (6.21) Where π is the flow rate, gal/min; π·π is the inner diameter of drill pipe, in; Vπ is the pipe velocity, ft/s b. Reynolds number: Nπ π = 928π·π ππ π ππ ; ππ = 100π( 96ππ πβ1 3π+1 π ) ( 4π ) ; π·π π π = 3.32 log (π600 ); π = 300 5.1π600 1022π β¦... (6.22) Where ππ is the equivalent viscosity, cp; π is the mud density, lb/gal; π is the flow behavior index, dimensionless; k is flow consistency index, dyn·secn/ft2 71 c. Critical Reynolds number value for turbulent/ laminar transition: ππ ππ =2100 d. Fanning friction factor: For laminar flow, ππ π < ππ ππ , π = 16/ππ π For turbulent flow, ππ π > ππ ππ π= π ππ π π ;π= ππππ+3.93 50 ;π= 1.75βππππ 7 β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦...β¦β¦β¦β¦β¦...β¦β¦. (6.23) e. Frictional pressure loss calculation inside drillstring, π₯πππ : ππ ππ£π2 π (ππΏ ) = 25.81π· β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦. (6.24) π ππ π₯πππ = (ππΏ ) βπΏβ¦β¦β¦β¦β¦.............................................................................................. (6.25) Where (ππ/ππΏ) is the pressure gradient, psi/ft ο Annulus Flow a. Annular velocity: 0.408π Vπ = (π·2 βπ·2 )β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦.... (6.26) 2 1 Where π·1 is the diameter of drill pipe, in; π·2 is the diameter of casing, in. b. Reynolds number: Nπ π = 928(π·2 βπ·1 )ππ π ππ 144ππ πβ1 2π+1 π ) ( 3π ) ; 2 βπ·1 ; ππ = 100π(π· c. Critical Reynolds number value, ππ ππ = 2100 d. Fanning friction factor: 72 π100 π = 0.657 log ( π3 );k = 5.10π100 170.2n β¦(6.27) Compare ππ π and ππ ππ to determine the flow regime, use the same procedure as in pipe flow, but the friction factor for laminar flow should be changed as: π = 24/ππ π . e. Frictional pressure loss calculation in the annulus, π₯ππ , psi: ππ£ 2 π ππ (ππΏ ) = 25.81(π·π βπ· )β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦. (6.28) 2 1 ππ π₯ππ = (ππΏ ) βπΏ β¦β¦β¦β¦β¦............................................................................................... (6.29) ο Frictional pressure losses across the bit, βππ , psi: βππ = (π·2 156ππ 2 2 2 2 π1 +π·π2 +π·π3 ) β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦β¦β¦β¦β¦.. (6.30) Where DN1, DN2, DN3 are diameters of the three nozzles, in. ο The pump pressure, βππ , psi: βππ = βππ + βπππ + βππ + βππ β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦... (6.31) Where βππ is the frictional pressure loss in the surface equipment, psi. 6.2.2 Hydraulics Simulation A hydraulics simulation is conducted to predict the pump pressure in an actual well operation by using the anti-freeze polymer system. The data comes from a well in Kharyaga wells of Russia (Boyer and Szakolczai, 2001). The 5-in drilling pipe runs to 1622 m measured depth. The intermediate casing of 13 3/8 inches was run to 1616 m depth. The anti-freeze polymer system tested is 0.3% guar gum + 5% KCl + 5% NaCl + 30% glycerol. The mud weight is 9.86 lb/gal (1.18g/cm3). The rheological data is taken from the lab experiment result. To simplify the hydraulics simulation, the temperature is assumed to be constant all over the well 73 bore and it is approximate to 32β (0β). The specific well architecture data are shown as Table 6.3. The calculated data for the designed anti-freeze polymer system is listed in Table 6.4. Table 6.3.Engineering data from the well design Drillpipe β5 in. 19.5 S-135 w/4.5 IF (6.75 in. ×3 in. connection): D1 = 5 in, Dp = 4.5 in Casing 13 3/8 in. × 12.415 in.: D2 = 12.415 in Length of well = 1616m (5302ft) Bit: 10 5/8 in. w/3: 28/32 in (22.225 mm) jets Ξps = 0 Density (Ο) of designed anti-freeze polymer system = 9.86 lb/gal (1.18 g/cm3) Rheological data of designed anti-freeze polymer system: ΞΈ600 = 65, ΞΈ300 = 41, ΞΈ200 = 31, ΞΈ100 =20, ΞΈ6 = 3, ΞΈ3 = 2 From the simulation, the pump pressure of an actual drilling operation was predicted. The estimated pump pressure refers to the power lost overcoming the friction through the drilling fluid circulation, which is an important parameter in drilling engineering design. According to Table 6.4, when the flow rate is 100 gal/min, the predicted by using anti-freeze guar gum (0.3%) system is 45.04 psi. When flow rate is 665 gal/min, the pump pressure predicted by using antifreeze guar gum (0.3%) system is 622.17 psi. 74 Table 6.4.Simulated pump pressure with anti-freeze polymer drilling fluid Q1=100 gal/min Pipe Flow Annular Flow Flow behavior index ππ 0.66 ππ 0.66 Flow consistency, dyn·secn/ft2 ππ 3.32 ππ 3.50 Pipe/ annular velocity, ft/s π£π 2.01 π£π 0.32 Equivalent viscosity, cp ππ 101.86 ππ 208.57 Reynolds number πππ 814 πππ 103 Fanning friction factor ππ 0.02 ππ 0.23 Pressure gradient, psi/ft ππ/ππΏ 0.0068 ππ/ππΏ 0.0012 Pressure loss, psi π₯πππ 35.89 π₯ππ 6.37 Pressure loss in bit, psi π₯ππ 2.78 Pump pressure, psi π₯ππ 45.04 Q2=665 gal/min Pipe Flow Annular Flow Flow behavior index ππ 0.66 ππ 0.66 Flow consistency, dyn·secn/ft2 ππ 3.32 ππ 3.50 Pipe/ annular velocity, ft/s π£π 13.40 π£π 2.10 Equivalent viscosity, cp ππ 53.94 ππ 108.90 Reynolds number πππ 10229 πππ 1309 Fanning friction factor ππ 0.01 ππ 0.02 Pressure gradient, psi/ft ππ/ππΏ 0.0900 ππ/ππΏ 0.0042 Pressure loss, psi π₯πππ 447.10 π₯ππ 22.11 Pressure loss in bit, psi π₯ππ 122.96 Pump pressure, psi π₯ππ 622.17 75 CHAPTER 7: FILTRATION CONTROL OF ANTI-FREEZE POLYMER SYSTEMS 7.1 Basic theory of filtration property The main purpose of filtration control is preventing drilling fluid invasion into formation due to an overbalance of hydrostatic pressure in the well. Filtration control can be achieved by the formation of thin impermeable flexible filter cake on the borehole. The cake build-up aims at plugging formation pores with bentonite and polymers. Exclusion of bentonite from the drilling fluid complicates filter cake formation. In this case, the polymeric system should be enriched with small size additives (compatible with permafrost drilling conditions) to block the formation pores. Filtration control in permafrost has a critical role. Filtrate (water) invasion into the formation must be minimized since the presence of liquid water can impair the mechanical property of frozen stratum and lead to instability of the wellbore. Therefore, when drilling in the frozen stratum, the volume of filtrate must be controlled. Along with high quality filter cake, osmotic control by maintaining a saturated drilling fluid can help to solve this problem. Polymer solutions investigated as arctic drilling fluids are expected to have good filtration control. In this Chapter, the filtration properties of polymer solutions were tested. The influence of anti-freeze agent on the filtration performance of polymer solutions was also investigated. The polymer or combination of polymers that provide the lowest volume of filtrate was considered as the best filtration control agent. The rheological parameters of filtration control agent combining viscosifier were also measured to testify their hole cleaning capacity that conform the requirement of arctic drilling. 76 7.2 Filtration test of polymer solutions From Chapter 5, the optimized concentrations of polymer solutions have been selected (Table 5.8). Each polymer solution was prepared and put into the API filter press for filtration testing. The volume of filtrate, defined as that discharged by API filter press in 30 minutes, was measured. When the polymer solutions were tested without additives, the results indicated that among the polymer solutions, only 0.3% guar gum solution has a good filtration control (Table 6.1). Its filtration volume in 30 minutes was 19.5ml. The other polymer solutions all had filtration volume that is higher than 100 ml, which means they were not able to manage proper filtration control. Table 7.1.Filtration volumes of polymer solutions Optimized polymer 0.3% guar gum 0.2% xanthan gum 1% modified starch 0.6% MC M0387 0.5% MF PAC-LV Filtration 19.5ml >100ml >100ml >100ml >100ml The presence of additives can alter the filtration properties of the polymer solution. In particular, viscosifiers are generally needed in formulating the drilling fluid. Therefore, in the next set of experiments, the combination of viscosifier and filtration control agent will be tested to see if it can offer a desirable filtration control. The viscosifiers (0.2% xanthan gum and 1% modified starch) and filtration control agents (0.6% MC M0387 and 0.5% MF PAC-LV) were paired. A total of four combinations are tested: 0.2% xanthan gum + 0.6% MC M0387, 0.2% xanthan gum + 0.5% MF PAC-LV, 1% modified starch + 0.6% MC M0387 and 1% modified starch + 0.5% MF PAC-LV. Each polymer 77 combination was prepared and put into the API filter press for filtration test. The 30 minutes filtrate volume of polymer combinations was measured (Table 7.2). Table 7.2.Filtration volumes of polymer combinations Optimized polymer 0.2% xanthan gum + 0.6% MC M0387 0.2% xanthan gum + 0.5% MF PAC-LV 1% modified starch + 0.6% MC M0387 1% modified starch + 0.5% MF PAC-LV Filtration 19.5 ml 20.5 ml > 100 ml > 100 ml Two combinations containing xanthan gum demonstrated good filtration control. The filtrate volumes were 19.5 ml and 20.5 ml for 0.2% xanthan gum + 0.6% MC M0387 and 0.2% xanthan gum + 0.5% MF PAC-LV respectively. In contrast, two combinations containing modified starch were not able to decrease the water loss. The filtrate volume of each was greater than 100 ml. This result indicated that in cooperating with xanthan gum, the filtration control agent is effective to enhance the filtration control. From the experiment result from Chapter 5, increasing xanthan gum concentration increases the viscosity of xanthan gum solution, but adding anti-freeze agent decreases the viscosity of xanthan gum solution. In next sets of experiment, the filtration property of the polymer combinations in response to anti-freeze agent was investigated first. The rheological parameters will be tested later to verify if the desired rheological properties of the anti-freeze polymer system were still maintained. 78 7.3 Filtration of polymers in response to anti-freeze base In the following set of experiments, the filtration control property of the polymer combinations in response to anti-freeze agent was investigated. Three polymer combinations 0.2% xanthan gum + 0.6% MC M0387; 0.2% xanthan gum + 0.5% MF PAC-LV and 0.3% guar gum were mixed with the anti-freeze agent: 5% NaCl + 5% KCl + 30% glycerol. The three anti-freeze polymer systems (labeled as AFP1, AFP2 and AFP3) were tested in the API filter press, the 30 minutes filtrate volume of three systems was measured at room temperature (Table 6.3). Table 7.3.Filtration volumes of anti-freeze polymer solutions Optimized polymer AFP1 AFP2 AFP3 Filtration 9.0 ml 9.5 ml 16.5 ml Through the filtration tests, all three anti-freeze polymer systems have good filtration control. Comparing Table 7.2 and 7.3, the filtrate volume of 0.2% xanthan gum + 0.6% MC M0387 has decreased from 19.5 ml to 9.0 ml indicating that adding the anti-freeze agent enhanced the filtration control ability of polymer solutions. The possible mechanism can be explained by the assumption that the glycerol encapsulated the un-hydrated polymers to form a film of fine particles, which sealed the flow channel on the filter paper, hence reduced the filtrate volume. 79 7.4 Rheology test of anti-freeze polymer systems Although the filtration control of the three anti-freeze polymer systems is acceptable, the rheological performance needs to be considered. The rheological properties of the three systems were tested under different temperature conditions. Table 7.4 shows the test result of PV, YP and YP/PV ratio. Table 7.4.Rheological parameters of anti-freeze polymer solutions 0.2% xanthan gum + 0.6% MC M0387 + anti-freeze agent Temperature, °C PV (cp) YP (lb/100ft2) YP/PV (lb/100ft2βcp) 25 14 5 0.36 10 16 10 0.63 0 28 22 0.79 -20 36 59 1.64 0.2% xanthan gum + 0.5% PAC + anti-freeze agent Temperature, °C PV (cp) YP (lb/100ft2) YP/PV (lb/100ft2βcp) 25 20 8 0.4 10 39 21 0.54 0 48 33 0.69 -20 69 57 0.83 0.3% guar gum + anti-freeze agent Temperature, °C PV (cp) YP (lb/100ft2) YP/PV (lb/100ft2βcp) 25 15 8 0.53 0 24 17 0.71 -10 33 21 0.64 -20 39 32 0.82 Under same temperature condition, the polymer combination solution has higher value of rheological parameters than the single polymer solution. For example, the PV and YP of 0.2% 80 xanthan gum + 0.5% PAC + anti-freeze agent solution were lower than the PV and YP of 0.2% xanthan gum + anti-freeze agent and 0.5% PAC + anti-freeze agent solutions. This is because the combination of polymer increased the concentration of long chain polymers. The hydrated and cross-linked polymer molecules generated higher inner friction and molecular attraction of drilling fluid thus increased the PV and YP. The rheological parameters for three anti-freeze polymer solutions were desirable for practical drilling operation. The YP/PV ratios were all close to the range of 0.7 ~ 1 lb/100ft2βcp, which indicated desirable rheology. By far, the basic formulation of low-toxic non-solid anti-freeze polymer drilling fluid is designed as follows: 1. Xanthan gum (0.2%) + MC M0387 (0.6%) + NaCl (5%) + KCl (5%) + Glycerol (30%) 2. Xanthan gum (0.2%) + MF PAC-LV (0.5%) + NaCl (5%) + KCl (5%) + Glycerol (30%) 3. Guar gum (0.3%) + NaCl (5%) + KCl (5%) + Glycerol (30%) 7.5 Hydraulics Simulation A hydraulics simulation is conducted to compare the performance of the two newly formulated anti-freeze polymer drilling fluids: 0.2% xanthan gum + 0.6% MC M0387 (AFP 1) and 0.2% xanthan gum + 0.5% MF PAC-LV (AFP 2). The process is the same as the simulation for anti-freeze guar gum (0.3%) drilling fluid (Shown as Section 6.2.2). The well data comes from the same well in Kharyaga, Russia (Table 7.5). The intermediate casing of 13 3/8 inches was run to 5302 ft depth. The mud weight of the AFP1 and AFP2 is the same, which is 9.89 lb/gal (1.20g/cm3). The rheological data is taken from the experiment result in Section 7.4. To simplify the hydraulics simulation, the temperature is assumed to be constant all over the well bore and it is approximate to 32β (0β). The calculated data for AFP1 and AFP2 is listed in Table 7.6 and 7.7 respectively. 81 Table 7.5.Engineering data from the well design Drillpipe β5 in. 19.5 S-135 w/4.5 IF (6.75 in. ×3 in. connection): D1 = 5 in, Dp = 4.5 in Casing 13 3/8 in. × 12.415 in.: D2 = 12.415 in Length of well = 1616m (5302ft) Q1 = 100 gallon/min (0.0063 m3/s) Q2 = 665 gallon/min (0.0042 m3/s) Bit: 10 5/8 in. w/3: 28/32 in (22.225 mm) jets Ξps = 0 Density (Ο) of AFP1 = 9.89 lb/gal (1.20 g/cm3) Rheological data of AFP1: ΞΈ600 = 78, ΞΈ300 = 50, ΞΈ200 = 30, ΞΈ100 = 18, ΞΈ6 =1.5, ΞΈ3 = 1 Density (Ο) of AFP2 = 9.89 lb/gal (1.20 g/cm3) Rheological data of AFP2: ΞΈ600 = 129, ΞΈ300 = 81, ΞΈ200 = 61, ΞΈ100 =37, ΞΈ6 = 4, ΞΈ3 = 2 82 Table 7.6.Simulated pump pressure with AFP1 Q1=100 gal/min Pipe Flow Annular Flow Flow behavior index ππ 0.64 ππ 0.82 Flow consistency index ππ 4.68 ππ 1.33 Pipe/ annular velocity, ft/s π£π 2.01 π£π 0.32 Equivalent viscosity, cp ππ 131.97 ππ 102.38 Reynolds number πππ 630 πππ 210 Fanning friction factor ππ 0.03 ππ 0.11 Pressure gradient ππ/ππΏ 0.0088 ππ/ππΏ 0.0006 Pressure loss, psi π₯πππ 46.51 π₯ππ 3.13 Pressure loss in bit, psi π₯ππ 2.79 Pump pressure, psi π₯ππ 52.42 Q2=665 gal/min Pipe Flow Annular Flow Flow behavior index ππ 0.64 ππ 0.82 Flow consistency index ππ 4.69 ππ 1.33 Pipe/ annular velocity, ft/s π£π 13.40 π£π 2.10 Equivalent viscosity, cp ππ 67.00 ππ 73.45 Reynolds number πππ 8259 πππ 1947 Fanning friction factor ππ 0.01 ππ 0.01 Pressure gradient ππ/ππΏ 0.0935 ππ/ππΏ 0.0028 Pressure loss, psi π₯πππ 495.52 π₯ππ 14.91 Pressure loss in bit, psi π₯ππ 123.34 Pump pressure, psi π₯ππ 633.76 83 Table 7.7.Simulated pump pressure with AFP2 Q1=100 gal/min Pipe Flow Annular Flow Flow behavior index ππ 0.67 ππ 0.83 Flow consistency index ππ 6.29 ππ 2.63 Pipe/ annular velocity, ft/s π£π 2.01 π£π 0.32 Equivalent viscosity, cp ππ 197.32 ππ 204.55 Reynolds number πππ 421 πππ 105 Fanning friction factor ππ 0.04 ππ 0.23 Pressure gradient ππ/ππΏ 0.0131 ππ/ππΏ 0.0012 Pressure loss, psi π₯πππ 69.54 π₯ππ 6.24 Pressure loss in bit, psi π₯ππ 2.79 Pump pressure, psi π₯ππ 75.78 Pipe Flow Annular Flow Q2=665 gal/min Flow behavior index ππ 0.67 ππ 0.83 Flow consistency index ππ 6.31 ππ 2.63 Pipe/ annular velocity, ft/s π£π 13.4 π£π 2.10 Equivalent viscosity, cp ππ 106.00 ππ 148.94 Reynolds number πππ 5220 πππ 960 Fanning friction factor ππ 0.01 ππ 0.02 Pressure gradient ππ/ππΏ 0.1093 ππ/ππΏ 0.0057 Pressure loss, psi π₯πππ 579.60 π₯ππ 30.24 Pressure loss in bit, psi π₯ππ 123.34 Pump pressure, psi π₯ππ 733.17 Comparing Table 7.6 and 7.7, when the flow rate is 100 gal/min, the pump pressure required by AFP1 is 52.42 psi, while the pump pressure predicted by using AFP2 is 75.78psi. When flow rate is 665 gal/min, the pump pressure required by AFP1 is 633.76 psi, while the 84 pump pressure predicted by using AFP2 is 733.71 psi. These results indicate that under the same engineering condition, AFP1 requires lower pump pressure than AFP2. If compare the above results with Table 6.4 (show as Section 6.2.2), we can find that the pump pressure required by anti-freeze guar gum (0.3%) drilling fluid is the lowest. 7.6 Cuttings carrying capacity One of the principal functions of drilling fluid is cleaning the well bottom and carrying the cuttings to the surface. Besides the hydraulics, the hole cleaning ability of drilling fluid also depends on the rheological properties. To estimate the cutting carrying capacity, a method called Cutting Carrying Index (CCI) is utilized. The equations for calculating the CCI are as follows: πΆπΆπΌ = πΎπππ β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦..β¦.. (7.1) 400000 πΎ = (511)1βπ (ππ + ππ)β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦.....β¦β¦β¦β¦. (7.2) π = 3.32πππ (2ππ+ππ) (ππ+ππ) β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦β¦..β¦.β¦β¦β¦β¦.. (7.3) Where: ππ - annular velocity, ft/min; π - mud weight, ppg; K - Power law Constant; PV- plastic viscosity, cp; YP - yield point, lb/100ft2; n - flow behavior index. Judging criteria: If CCI is equal to 0.5 or less, the hole cleaning is poor and the hole problem may be seen. If CCI is equal to 1.0 or greater, it indicated that hole cleaning is good. The CCI of the three anti-freeze polymer drilling fluids was calculated and applied to evaluate their hole cleaning ability. The anti-freeze drilling fluid xanthan gum (0.2%) + MC 85 M0387 (0.6%) + NaCl (5%) + KCl (5%) + Glycerol (30%) is labeled as AFP 1, the mud weight is 9.89 lb/gal; Xanthan gum (0.2%) + PAC (0.5%) + NaCl (5%) + KCl (5%) + Glycerol (30%) is labeled as AFP2, the mud weight also is 9.89 lb/gal; Guar gum (0.3%) + NaCl (5%) + KCl (5%) + Glycerol (30%) is labeled as AFP3, the mud weight is 9.86 lb/gal. The annular velocity used is 100 ft/min, which is an empirical value of laminar flow in annulus. The rheological data is shown as Table 7.4. The calculated results of CCI are shown as Table 7.8 Table 7.8.CCI of three anti-freeze polymer drilling fluids under different temperature Drilling fluid Temperature 25°C 0°C -20°C AFP1 0.17 1.16 2.79 AFP2 0.28 1.56 3.14 AFP3 0.32 1.07 1.75 For the three drilling fluids, the CCI is all greater than 1 when the temperatures is at or below 0°C, while the CCI is less than 1 when temperature is at 20°C. The results indicate that the three anti-freeze drilling fluids are able to provide good hole cleaning when drilling in permafrost section. When drilling into the formation below permafrost table that has formation temperature above 0°C, the concentration of viscosifiers need to be increased according to the request of operation, in order to maintain the cutting carrying capacity of drilling fluid. 86 CHAPTER 8: SUMMARY, CONCLUSIONS AND RECOMMENDATIONS 8.1 Summary In this study, specific approaches in low-toxic non-solid anti-freeze drilling fluid design and optimization are conducted to deal with the issues of heat transfer, well stability, hole cleaning and drilling efficiency involved in arctic drilling. The published information regarding arctic drilling engineering and research of anti-freeze drilling fluid is reviewed to select the components of low-toxic anti-freeze agent for drilling fluids. 30% glycerol was selected to be the reinforcing anti-freeze agent. Tests were conducted to verify the concentration of NaCl and KCl can be reduced to 5% each while maintaining a freezing point below -20 °C. The polymer xanthan gum, guar gum, MF PAC-LV, modified starch and methylcellulose M0387 were selected to investigate the influence of anti-freeze agent on the rheological performance and filtration control of polymer. The formulated polymer systems are demonstrated to be able to generate desirable viscosity and yield point to provide efficient hole cleaning under low temperature environment (-20 °C ~ 0 °C). The desirable filtration control is also proved by generating the minimized volume of filtrate. A simple and direct approach has been presented for selecting the best rheological model for any non-Newtonian fluid according to the lowest EAAP criteria. API Power law model is confirmed to describe sufficiently the rheology of most polymer fluids. A hydraulics simulation was performed in comparing the frictional pressure loss of the three designed polymer systems. The results indicate that under the same engineering condition, the anti-freeze guar gum systems require lower pump pressure than the other two polymer drilling fluids. 87 8.2 Conclusions Based on the experimental results obtained from this study, the following conclusions were made. 1. Polymer solutions investigated as Arctic drilling fluids are desired to be non-solid muds. 2. Under the combined action of NaCl, KCl and glycerol, the polymer system has favorable anti-freeze ability, which suppresses the freezing point to be below -20 °C. 3. Under the condition of same concentration or same temperature, the PV of natural gum polymer (xanthan gum and guar gum) is generally lower than cellulose derivative polymerβs (MF PAC-LV and MC0387), but the YP is higher. This indicates that the natural gum polymer is better than the cellulose derivative polymer for viscosity control. 4. The filtration control property of 0.6% MC M0387 and 0.5% MF PAC-LV solutions are greatly enhanced by combining with 0.2% xanthan gum; their filtrate volume are also minimized after adding anti-freeze agent 5%NaCl + 5%KCl + 30% Glycerol. 5. The formulations for three anti-freeze non-solid polymer drilling fluids are finalized: i. Xanthan gum (0.2%) + MC M0387 (0.6%) + NaCl (5%) + KCl (5%) + Glycerol (30%) ii. Xanthan gum (0.2%) + PAC (0.5%) + NaCl (5%) + KCl (5%) + Glycerol (30%) iii. Guar gum (0.3%) + NaCl (5%) + KCl (5%) + Glycerol (30%) The freezing points of the three drilling fluids are all below -20 °C. Under 0 °C, the YP/PV ratios are all higher than 0.7 lb/100ft2βcp. 6. The anti-freeze polymer drilling fluids are proved to have desirable hole cleaning capacity under 0 °C, which indicated by the criterion: CCI > 1.0. 88 8.3 Recommendations for future research In this research, we assume Artic drilling operation proceeds under LTLP condition; therefore, the experiments were only conducted under the standard pressure (1 atmosphere). However, the freezing point of water and solubility of salts is reported to be affected by pressure, it is necessary to investigate the fluctuation of freezing point and salt precipitation with respect to the change of pressure. In addition to that, for the future research, we also need to consider about the following issues: 1. The designed anti-freeze polymer drilling fluids generate relatively high YP at -20 °C (YP > 35 lb/100ft2), while the YP/PV ratio is relatively low at 25 °C (YP/PV ratio < 0.7 lb/100ft2βcp); further experiments are necessary to investigate the additives to reduce the difference of rheology at different temperature. 2. Filtration test of polymer solution are only tested under room temperature, for the present experimental facilities cannot be operated under low temperature condition. Further investigation is needed to find the testing method. 3. The shale inhibitive ability is another important property of drilling fluid in drilling arctic area; further investigation and experiments on the inhibitive ability of anti-freeze drilling fluid should be carried out. 89 REFERENCES 1. Adams, L. H.: βEquilibrium in Binary Systems Under Pressure. I. 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Zolotukhin, A. and Gavrilov V., βRussian Arctic Petroleum Resources: Challenges and Future Opportunitiesβ, Arctic Technology Conference, Houston, 7-9 February 2011. 96 APPENDIX A - DATA SPREADSHEETS 97 Table A1 -Test result of rheology of xanthan gum solution with different concentration Temperature PV 0.20% YP 0.30% YP YP/PV PV (cp) (lb/100ft2) (lb/100ft2βcp) (cp) lb/100ft2 (lb/100ft2βcp) YP/PV 23 °C 11 7 0.63 10 15 1.50 10 °C 12 13 1.08 11 15 1.36 5 °C 12 15 1.00 10 18 1.80 0 °C 14 14 1.25 11 20 1.82 PV 0.60% YP YP/PV PV 1% YP (cp) (lb/100ft2) (lb/100ft2βcp) (cp) (lb/100ft2) (lb/100ft2βcp) 23 °C 10 31 3.10 22 44 2.00 10 °C 20 45 2.25 26 47 1.81 5 °C 24 47 1.96 27 48 1.78 0 °C 25 51 2.04 28 54 1.93 PV 1.20% YP Temperature Temperature YP/PV (cp) (lb/100ft ) (lb/100ft2βcp) 23 °C 35 92 2.63 10 °C 54 109 2.02 5 °C 55 125 2.27 0 °C 65 126 1.94 2 98 YP/PV Table A2 -Rheology of guar gum solution with different concentration Temperature PV 0.30% YP 0.50% YP YP/PV PV (cp) (lb/100ft2) (lb/100ft2βcp) (cp) (lb/100ft2) (lb/100ft2βcp) 23°C 7 1 0.14 12 8 0.67 15°C 10 9 0.90 14 27 1.93 10°C 5°C 10 11 11 11 1.10 1.00 16 17 28 29 1.75 1.71 0°C 12 13 1.18 18 30 1.67 1.30% YP Temperature PV 0.90% YP YP/PV YP/PV PV (cp) (lb/100ft2) (lb/100ft2βcp) (cp) (lb/100ft2) (lb/100ft2βcp) YP/PV 23°C 19 57 3.00 29 136 4.69 15°C 23 77 3.35 44 138 3.14 10°C 25 90 3.60 47 144 3.06 5°C 0°C 26 27 92 94 3.54 3.48 49 51 152 160 3.10 3.14 Table A3 -Rheology of modified starch solution with different concentration Temperature PV (cp) 23°C 15°C 10°C 5°C 0°C Temperature 15 17 19 21 22 PV (cp) 23°C 15°C 10°C 5°C 0°C 25 30 32 35 42 1.00% YP YP/PV (lb/100ft ) (lb/100ft βcp) 2 12 12 13 14 16 2.00% YP 2 0.80 0.71 0.68 0.67 0.73 YP/PV (lb/100ft ) (lb/100ft2βcp) 2 18 21 24 26 29 0.72 0.70 0.73 0.72 0.69 99 PV 1.50% YP YP/PV (cp) (lb/100ft ) (lb/100ft2βcp) 23 27 30 32 35 16 20 22 25 27 0.70 0.74 0.76 0.81 0.77 2 Table A4 -Rheology of M4170 methylcellulose solution with different concentration Temperature 2.40% PV YP YP/PV PV 3.00% YP YP/PV (cp) (lb/100ft2) (lb/100ft2βcp) (cp) (lb/100ft2) (lb/100ft2βcp) 23°C 21 2 0.10 36 5 0.14 15 °C 28 5 0.18 47 9 0.19 10 °C 31 7 0.23 52 13 0.25 5 °C 37 8 0.22 68 14 0.21 0 °C Temperature 43 10 0.23 71 16 0.23 3.60% PV YP YP/PV (cp) (lb/100ft2) (lb/100ft2βcp) 23°C 21 2 0.10 15 °C 28 5 0.18 10 °C 31 7 0.23 5 °C 37 8 0.22 0 °C 43 10 0.23 Table A5 -Rheology of M0262 methylcellulose solution with different concentration Temperature PV 1.00% YP 1.20% YP/PV PV YP YP/PV (cp) (lb/100ft2) (lb/100ft2βcp) (cp) (lb/100ft2) (lb/100ft2βcp) 23°C 15°C 10°C 5°C 0°C 31 33 43 48 52 8 11 14 18 23 0.26 0.33 0.33 0.38 0.44 100 46 64 71 77 91 15 27 35 38 50 0.33 0.42 0.49 0.49 0.55 Table A6 -Rheology of M0387 methylcellulose solution with different concentration Temperature 0.60% PV YP 0.80% YP/PV PV YP YP/PV (cp) (lb/100ft2) (lb/100ft2βcp) (cp) (lb/100ft2) 23 °C 15 °C 10 °C 5 °C 0 °C Temperature 21 26 29 34 36 4 8 13 16 20 0.19 0.31 0.45 0.47 0.56 34 39 49 54 55 (lb/100ft2βcp) 16 23 26 38 46 0.47 0.59 0.53 0.70 0.84 1.00% PV YP YP/PV (cp) (lb/100ft2) (lb/100ft2βcp) 23 °C 15 °C 10 °C 5 °C 0 °C 52 61 65 70 75 30 41 57 64 68 0.58 0.67 0.88 0.92 0.91 Table A7 -Rheology of MF PAC LV solution with different concentration Temperature PV 1.00% YP 1.20% YP/PV PV YP YP/PV (cp) (lb/100ft2) (lb/100ft2βcp) (cp) (lb/100ft2) (lb/100ft2βcp) 23°C 15°C 10°C 5°C 0°C 22 27 29 33 35 6 11 18 19 21 0.27 0.41 0.62 0.56 0.60 101 28 35 38 42 46 12 17 24 30 37 0.43 0.49 0.63 0.71 0.80 Table A8 -Rheology of 0.2% xanthan gum solution YP (lb/100ft2) PV (cp) Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Polymer AFS1 AFS2 6 8 9 12 frozen 6 8 NA NA NA NA 12 13 16 17 19 31 YP/PV (lb/100ft2βcp) Polymer AFS1 AFS2 0.64 0.17 0.40 1.08 NA NA 1.25 NA NA 1 0.17 0.35 frozen 0.19 0.31 0.21 0.35 AFS3 Polymer AFS1 AFS2 AFS3 15 NA NA 26 35 37 12 17 18 16 frozen 1 NA NA 2 3 6 2 NA NA 3 4 7 6 NA NA 9 11 13 AFS3 0.25 NA NA 0.23 0.24 0.23 Table A9 -Rheology of 0.3% guar gum solution YP (lb/100ft2) PV (cp) Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Polymer 7 10 11 12 frozen AFS1 AFS2 15 16 NA NA NA NA 24 27 33 33 39 52 YP/PV (lb/100ft2βcp) Polymer AFS1 AFS2 0.07 0.53 0.94 0.56 NA NA 0.51 NA NA 0.51 0.71 0.85 frozen 0.64 0.79 0.82 0.76 AFS3 Polymer AFS1 AFS2 AFS3 20 NA NA 35 47 90 0.511 5.621 5.621 6.132 frozen 8 NA NA 17 21 32 15 NA NA 23 26 37 19 NA NA 27 29 45 AFS3 0.95 0.77 NA 0.77 0.62 0.50 102 Table A10 -Rheology of 1% modified Starch solution YP (lb/100ft2) PV (cp) Temperature Polymer AFS1 AFS2 AFS3 Polymer AFS1 AFS2 AFS3 23 °C 12 9 13 14 2 1 2 2 10 °C 14 NA NA NA 2 NA NA NA 5 °C 17 NA NA NA 4 NA NA NA 0 °C 18 20 23 28 6 5 4 7 -10 °C frozen 27 28 39 frozen 6 6 16 38 47 51 14 25 31 -20 °C YP/PV (lb/100ft βcp) 2 Temperature 23 °C Polymer 0.17 AFS1 0.06 AFS2 0.14 AFS3 0.15 10 °C 0.14 NA NA NA 5 °C 0.24 NA NA NA 0 °C 0.33 0.13 0.25 0.17 -10 °C frozen 0.11 0.41 0.21 0.19 0.31 0.48 -20 °C Table A11 -Rheology of 0.5% MF PAC LV YP (lb/100ft2) PV (cp) Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Polymer AFS1 AFS2 AFS3 Polymer AFS1 AFS2 AFS3 14 19 21 22 frozen 11 NA NA 22 31 35 13 NA NA 24 35 45 15 NA NA 28 42 49 12 13 14 16 frozen 2 NA NA 6 7 11 4 NA NA 7 9 12 5 NA NA 8 10 14 YP/PV (lb/100ft2βcp) Polymer AFS1 AFS2 0.86 0.09 0.31 0.68 NA NA 0.67 NA NA 0.73 0.14 0.29 frozen 0.15 0.26 0.16 0.27 AFS3 0.33 NA NA 0.29 0.24 0.29 103 Table A12 -Rheology of 0.6% M0387 methylcellulose YP (lb/100ft2) PV (cp) Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Temperature 23 °C 10 °C 5 °C 0 °C -10 °C -20 °C Polymer 19 28 34 36 frozen AFS1 AFS2 10 8 NA NA NA NA 14 13 33 20 35 41 YP/PV (lb/100ft2βcp) Polymer AFS1 AFS2 0.26 0.40 0.38 0.50 NA NA 0.47 NA NA 0.56 0.79 0.54 frozen 0.61 0.50 0.55 0.32 AFS3 Polymer AFS1 AFS2 AFS3 7 NA NA 12 17 23 5 14 16 20 frozen 4 NA NA 11 20 30 3 NA NA 7 10 13 2 NA NA 3 4 5 AFS3 0.33 NA NA 0.25 0.24 0.22 104 APPENDIX B - MATERIAL SAFETY DATA SHEET 105 Figure B1- MSDS of Xanthan gum 106 Figure B2- MSDS of Guar gum 107 Figure B3- MSDS of Modified Starch 108 Figure B4- MSDS of MF PAC LV 109 Figure B5- MSDS of M0387 110 Figure B6- MSDS of Glycerol 111 APPENDIX C- PRODUCT DATA SHEET 112 Figure C1- Product data of Xanthan gum 113 Figure C2- Product data of Guar gum 114 Figure C3- Product data of Modified Starch 115 Figure C4- Product data of MF-PAC LV 116
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