Faculty of technology and science Department of Chemical Engineering ARIF HUSSAIN Evaluation of Different Models for Flow through Paper Chemical Engineering Master thesis Supervisor Lars Nilsson Examiner Lars Jarnström Karlstads universitet 651 88 Karlstad Tfn 054-700 10 00 Fax 054-700 14 60 [email protected] www.kau.se This thesis is dedicated to my parents and my family for their love, endless support and encouragement. 2|Page Table of Contents ABSTRACT.................................................................................................................................................. 4 SAMMANFATTNING PÅ SVENSKA ....................................................................................................... 4 1 SUMMARY .......................................................................................................................................... 4 2 INTRODUCTION ................................................................................................................................ 5 2.1 3 4 Flow Models. ................................................................................................................................ 8 2.1.1 Darcy‟s flow Equation. ......................................................................................................... 8 2.1.2 Forchheimer flow Equation. ................................................................................................. 9 2.1.3 Air Flow-Considering Compressibility Effects. ................................................................. 10 2.1.4 Missbach flow Model.......................................................................................................... 11 2.2 Flow Regimes in Porous Media .................................................................................................. 11 2.3 Aim of the present study. ............................................................................................................ 12 MATERIALS AND METHODS ........................................................................................................ 14 3.1 Laboratory Hand Sheet Former................................................................................................... 14 3.2 Bendtsen Air Permeance ............................................................................................................. 14 3.3 Modified Hand Sheet Former ..................................................................................................... 15 3.4 Air Flow Using Dewatering Equipment ..................................................................................... 15 3.5 Estimation of Pressure Increase. ................................................................................................. 15 3.6 Thickness Measurements ............................................................................................................ 16 3.7 Fiber Master Analysis ................................................................................................................. 16 3.8 Reproducability of Results. ......................................................................................................... 16 3.9 Air Leakage Experiments............................................................................................................ 16 RESULTS AND DISCUSSION ......................................................................................................... 17 4.1 Bendtsen Air Flow ...................................................................................................................... 17 4.2 Reynolds number for Bendtsen air flow. .................................................................................... 21 4.3 (Dewatering Equipment) Pressure Increase vs Dwell time. ........................................................ 21 4.4 Air Velocity vs. Sheet Basis Weight (Dewatering Equipment) .................................................. 22 4.5 Inertial effects and Turbulent flow.............................................................................................. 24 4.6 Flow Models for High Velocity Air Flow. ................................................................................. 24 4.7 Leakage Experiments .................................................................................................................. 26 5 CONCLUSION ................................................................................................................................... 27 6 NOMENCLATURE ........................................................................................................................... 28 7 REFERENCES ................................................................................................................................... 29 8 ACKNOWLEDGEMENT .................................................................................................................. 30 9 APPENDIX ......................................................................................................................................... 31 3|Page ABSTRACT For understanding the energy use during vacuum dewatering and through air drying process, air flow through highly complex structure of paper has been investigated. Experiments were performed for a wide range of pressure drops and basis weights. In addition the pulp samples are refined to three different beating degrees. The calculated Reynolds numbers, based on the fiber diameter, varies in a wide range between 0.0002 and 80. The majority of data at low Reynolds number (below approximately 0.2) agree rather well with Darcy‟s law, so that the air flow is proportional to the pressure drop and inversely proportional to the grammage. However, the data at high Reynolds number obtained from air flow experiments using vacuum dewatering equipment, where large amount of air sucked through the web have more news value. Different mathematical models for flow through porous media are investigated to see how well they can describe the experimental findings at high Reynolds numbers. It was found that for high Reynolds number flow, the flow rate is a unique function of the quotient of pressure drop and grammage for a specific degree of beating. It was also found that increased beating leads to a reduced air flow through the sample. However, no clear conclusion regarding the importance of compressibility and inertial forces when modeling the process could be made. SAMMANFATTNING PÅ SVENSKA För att bättre kunna beskriva energianvändning vid vakuumavvattning och genomblåsningstorkning har luftflödet genom det komplexa pappersmaterialet mätts upp för en lång rad olika tryckfall och ytvikter. Även malningens inverkan på luftflödet genom pappersstrukturen har undersökts. Reynolds tal har bestämts baserat på fiberdiametern och för de redovisade försöken varierar Reynolds tal i ett stort område mellan 0.0002 och 80. Huvuddelen av de uppmätta flödeshastigheterna vid låga Reynolds tal (upp till ungefär 0.2) stämmer relativt väl överens med Darcys lag, så att luftflödet är proportionellt mot tryckfallet och omvänt proportionellt mot ytvikten. Vid högre värden på Reynolds tal har luftflödesmätningar utförts i en utrustning konstruerad för att studera vakuumavvattning. Vid vakuumavvattning strömmar stora luftmängder genom arket och de här data har större nyhetsvärde. Olika matematiska modeller för strömning genom porösa material utvärderas avseende hur väl de beskriver de uppmätta data vid höga värden på Reynolds tal. Det visar sig att även vid höga värden på Reynolds tal är strömningshastigheten en unik funktion av kvoten mellan tryckfall och ytvikt för en specifik malgrad. Ett annat resultat är att ökad malning leder till ett minskat flöde genom arket. Det gick inte att dra några definitiva slutsatser beträffande bidraget av friktion respektive tröghetskrafter till det totala tryckfallet över arket. 1 SUMMARY The flow rate of air through a porous material depends on the thickness, the pore size, pore shape and on the viscosity of the flowing material and on the pressure drop. Usually the velocity (u), of a fluid flowing through a porous material is modelled according to Darcy‟s law: Equation 1 4|Page where K represents the permeability of the material (influenced by pore size and shape); µ is the viscosity, ΔP is the pressure drop and L is the thickness of the material. Darcy‟s law is strictly applicable only for incompressible fluids. For higher flow rates, Darcy‟s law can no longer be applied. The limit for applying Darcy‟s law is determined by the Reynolds number, and often a limit for the applicability of Darcy‟s law is stated as Re < 1, although it is sometimes not so easy to define the characteristic pore diameter in a stringent way. The purpose of the study is to give an overview of flow rate of air through material in paper manufacturing, which is of great importance when calculating the energy use for vacuum dewatering. Bendtsen air permeance tester and the vacuum dewatering equipments were used. For measuring air flow through paper at lower pressure drops by Bendtsen air permeance tester, sheets with different basis weights were prepared using laboratory hand sheet former from unbeaten pulp and pulp beaten at three different numbers of revolutions. On the other hand, for measuring air flow through paper at higher pressure drop or high air velocity by vacuum dewatering equipment, sheets were prepared using modified hand sheet former typically designed for dewatering equipment. Pressure drops of 0.74, 1.47 and 2.20 kPa were used to estimate air flow rate using Bendtsen air permeance tester. Similarly for dewatering experiments, pressure drops of 20, 40 and 60 kPa were used to estimate air flow through paper. Each laboratory sheets (20-300) g/m2 basis weight made from unbeaten pulp and pup beaten at 1000, 2000 and 3000 revolutions was then investigated for air flow at three different pressure drops of Bendtsen air permeance tester. For vacuum dewatering experiments, the formed sheets were then placed into the sample holder of the vacuum dewatering apparatus. The velocity was set so that dwell times of 1, 1.5, 2, 4, 8, 12, 16 and 20 ms were achieved. The plate is accelerated rapidly and the air is able to pass through the sample at different dwell times and pressure drop. The pressure difference in the vacuum tank was then recorded using Dewa-soft software by exporting the files into MS-Excel. The sheets were then saved to measure the thickness later on. For Bendtsen air permeance experiments, the applicability of Darcy‟s law was confirmed for sheets of different basis weights (20-300) g/m2, produced from unbeaten pulp and pulp beaten at three different revolutions. However, there are deviations from Darcy‟s law for low grammage sheets i.e. 20 g/m2. The majority of the calculated Reynolds numbers are also in the range where Darcy‟s law is normally expected to be applicable. Other results are that increased refining leads to less amount of air flow through the sheets. Also, it was found that a lower grammage sheet accommodates large flow rates as compared to higher grammage sheets. However, the results from vacuum dewatering experiments show deviation from Darcy‟s law. The calculated Reynolds numbers are high enough to follow laminar or viscous flow. The experimental results are then compared with different theoretical models for flow through porous media. The model based on theory in which inertial forces are dominating when taking compressibility into account seems to be suitable for experiments at 2 ms dwell time. The deviations from Darcy‟s law are smaller for the 12 ms dwell time. The reason behind this is not clear. However, the influence of any type of “offset” effects will be greater when evaluating the flow rate based on the shorter dwell time 2 ms. It was found that for high Reynolds number flow, the flow rate is a unique function of the quotient of pressure drop and grammage for a specific degree of beating. Also the air flow, by decreasing the sheet basis weight increases at first slightly, then with a big jump between 50 g/m2 and 20 g/m2 sheets basis weight. Further results are that, the lower basis weight sheet allows more air to penetrate in terms of pressure increase through it. An important finding was that superficial air velocity decreases as degree of beating increases. 2 INTRODUCTION For predicting through air drying process and for the understanding of energy use during vacuum dewatering in paper manufacturing, adequate description of the transport mechanisms involved is crucial. Previously research made by different researchers is based on theory originally developed for flow through porous media. This study dealt with the characterization of the paper structure and the description of flow through porous media, especially its applicability to paper. Most of the theories presented by different researchers were originally developed for well defined geometries of porous media, such as packed spheres, and application to the highly complex structure of paper provides a new challenge. 5|Page Paper is highly complex porous medium made up from wood which consists mainly of three different polymeric substances: cellulose, hemicelluloses and lignin. Dullien (1979), define porous media as a material or a structure which passes at least one of the following two tests. 1. “It must contain spaces, so called pores or voids, free of solids, imbedded in the solid or semisolid matrix. The pores usually contain some fluid, such as air, water, oil, etc., or a mixture of different fluids”. 2. “It must be permeable to a variety of fluids, i.e., fluids should be able to penetrate through one face of a septum made of the material and emerge on the other side. In this case one refers to a „permeable porous material”. The structure of paper is strongly influenced by the raw material, i.e. tree species and the pulping process, and also by the paper formation technique. Within the paper structure, fibers are oriented approximately parallel to the sheet surface; in this plane however the fibers are more or less randomly oriented. The process of dewatering and paper drying highly depends on the porous paper structure. The main parameters describing the porous structure of paper are porosity, specific surface area, pore size distribution and permeability. There are many different techniques for determining these parameters and it is important to be aware that the obtained results depend on both the method used and on other factors previously mentioned, such as pulp type and the paper formation process. The most important factor determining the drying rate is the air permeability (Polat et al. 1992). “Permeability” is the term used for the conductivity of the porous medium with respect to permeation by a Newtonian fluid. “Permeability”, used in this general sense, is of limited usefulness only because its value in the same porous sample may vary with the properties of the permeating fluid and the mechanism of permeation (Dullien, 1979). Porosity is also an important parameter when discussing flow through porous medium. This is same as volume fraction of gas in the material. When dealing with paper drying, where besides fibers and air also water is present, it is often convenient to define the porosity or volume fraction of gas as follows: Equation 2 Where εg, εs and εw are the volume fraction of gas, solid and water respectively, ρs is the fiber density, ρw is the water density, G is the basis weight, R is the paper moisture ratio and z is the paper thickness. In order to determine the porosity the fiber density, paper thickness, basis weight and moisture ratio have to be determined. Measured porosities may vary slightly depending on method due to the compressibility of paper and due to surface effects. Another important parameter when discussing flow through porous medium is the specific surface area. The specific surface area of paper is usually determined through optical methods (based on reflectance) or solution or gas (N2) adsorption, in each case in conjunction with the BET method (Braunauer, Emmet and Teller). By using some form of the Kozeny-Carman equation, which relates properties like porosity, tortuosity and specific surface area to permeability, it is possible to determine the specific surface area from gas and liquid permeation experiments. The average pore size and pore size distribution are also important factors when it comes to flow through porous medium. There is no experimental technique to directly describe the actual pore size (radius) of a paper structure since the shapes of the pores are highly irregular and this parameter is not a single value but can be described only as an average pore size or by the pore size distribution within the structure. A porous medium can be defined as a solid body which contains void spaces or pores that are distributed randomly; without any conceivable pattern throughout the structure of the solid body. Extremely small voids are called molecular interstices and very large ones are called caverns or vugs. Pores (intergranular and intercrystalline) are intermediate between caverns and molecular interstices. Fluid flow can only take place in the inter-connected pore space of the porous media; this is called effective pore space. Fluid flow through porous medium is an important subject. For flow through porous medium, it is desirable to be able to predict the flow rate obtainable for a given energy input (usually measured as 6|Page pressure drop) or to be able to predict the pressure drop necessary to achieve a specific flow rate. As the drying rate in through-drying is very sensitive to the air flow rate, knowledge about the relationship between air flow rate and applied pressure difference is critical for any prediction regarding dryer capacity or economics. To describe the relationship between pressure drop and superficial velocity for flow through porous media in case of paper material accurate models for describing this process are lacking in the open literature. A few studies by previous researchers are; Polat et al. (1989), determined for 25 and 50 g/m2 sheets basis weight and for superficial velocities in the range of 0.1 to 1.2 m/s. They found the Missbach equation (equation 3) exponent (n) to range between 1.24 and 1.07. Equation 3 Polat et al. (1992) measured the rate of through drying paper in the constant drying rate period for 210 combinations of temperature and through flow rate of air, basis weight, and initial moisture content of paper. They found that for paper heavier than that which is through dried industrially, the Sherwood number at high Reynolds numbers approaches independence from the paper thickness. However for thin paper, they found that end effects predominate. Polat et al. (1993), in their experiments clearly demonstrate that air flow through paper cannot be treated as purely viscous even at a flow rate of 0.6 m/s for 150 g/m2 paper. They did experiments with through flow rates of 0.08-0.70 kg/m2s (0.07-0.60 m/s superficial velocity) with air and with much higher kinematic viscosity, helium at through flow rates of 0.02-0.20 kg/m2s (0.12-1.20 m/s superficial velocity). The averaged measurements were then fitted to the equation 3 to obtain the value of exponent n listed in Table 1. The results presented in Table 1 also indicate that when air is replaced by helium, which has a kinematic viscosity about 7.5 times higher than that of air, the inertial contribution to the pressure drop decreases. It is however evident that even for helium flow there is substantial inertial contribution to the pressure drop for the lowest basis weight i.e. 25 g/m2, since the value of the exponent n in equation 3 is higher than 1.0. A value of n of 1.0 corresponds to a case without an inertial contribution. Table 1 Exponent n for flow through dry paper of different basis weight sheets. (Polat et al. 1993) Fluid Air Flow 25 1.24 Basis weight, g/m2 50 100 150 1.07 1.05 1.02 250 1.01 1.08 1.01 1.00 1.00 1.00 Helium Flow Polat et al. (1992-93), in their analysis of through air drying of paper have shown that basis weight, moisture content, and furnish type can significantly affect the water removal rate during through air drying. Weineisen et al. (2005) studied the effects of pore size distribution on the average drying rate. They have shown how larger pores dry out and then act as bypass channels for the drying air. They developed model in combination with correlations for heat and mass transfer for through drying of tissue based on the equation of continuity. The model incorporates different geometric descriptions together with corresponding heat and mass transfer correlations for flow through cylindrical conduits and flow through packed beds of cylindrical fibers. At low air flow rates and low drying temperature, the model shows very good agreement, however at higher drying intensities, the model predicts drying rates that are generally higher than what is found in experimental studies described in the literature. Their results also show that the early onset of the falling rate period in through drying at higher intensities could be explained by channelling effects caused by a nonuniform pore size distribution. Weineisen et al. (2006), present experimental data on through-drying of tissue sheets with three different basis weights i.e. 20, 30 and 40 g/m2 at intensities comparable to industrial conditions. Their superficial velocity was in the range 4 to 10 m/s and the corresponding pressure drop in the range 2 to 3.5 kPa. A power function was fitted to the data and the exponent n of equation 3 was found to be 1.69, 1.59 and 1.56 for basis weight of 20, 30 and 40 g/m2 respectively. The higher values of the exponent n as compared to the work by Polat et al. (1993) reflect a greater influence of inertial forces at the comparatively higher superficial velocities. Weineisen et al. (2007) developed a model for through-drying of paper at high drying air temperature and 7|Page constant pressure drop. Their model was solved for different combinations of the variables basis weight, drying air temperature and pressure drop corresponding to industrial conditions and the results were compared with data from bench-scale experiments. Their simulation show that the drying rate curve is very sensitive to the air flow rate and that correctly modelling the correlation between pressure drop and air flow rate is the most important factor. However, for a given basis weight, an increase in pressure drop yielded fitted parameters that were somewhat different, i.e. a lower initial gas fraction and a higher tortuosity, a change which increases the resistance to air flow. This means that in their model the correlation between pressure drop and air flow rate does not quite capture the nonlinear relationship shown by the experiments. Ramaswamy (2003), describe the role of air flow in vacuum dewatering. He lists models based on physics of the process primarily related to flow through porous media. First he shows the very basic equation describing flow through a straight capillary of known radius i.e. well known Hagen-Poiseuille equation for creeping flow through single straight capillary relating the frictional pressure drop to the liquid velocity, and is given by Equation 4 Then he describes the Darcy‟s law for flow through porous media, which is originally an extension of the Hagen-Poiseuille equation for laminar flow through straight capillary. Darcy‟s law considers only the fluid viscous effects neglecting the inertial effects, and is generally said to be valid for Reynolds numbers less than unity. Commonly accepted form of Darcy‟s law is given as Equation 5 Then he describes the fluid flow in which both viscous and inertial effects are taken into account. Ramaswamy explain the findings by (Polat et. al. 1992-93), that the relationship between air flow rate and pressure difference across the mat can be given by the Forchheimer relation as Equation 6 Ramaswamy (2003) also describes one model for air flow during vacuum dewatering considering compressibility effects. He explains that the applied pressure differences during the vacuum dewatering can be quite high, of the order of 80 kPa; therefore one has to consider the compressibility effects of the air as it passes through the sheet. For isothermal compressible flow, the modified form of Forchheimer relation including viscous and inertial effects can be given as Equation 7 Nilsson and Stenstrom, (1996) studied the permeability of pulp and paper. They modelled a sheet of paper as a two dimensional network of cellulose fibers. They calculate the permeabilities and compared them with measured values by solving stokes equation or equation for creeping flow through the structure. They assumed structure to be highly ordered, when a fiber aspect ratio of 3.5 is used, and structure has random distribution of fibers when a fiber aspect ratio of 5 is used. 2.1 Flow Models. 2.1.1 Darcy’s flow Equation. Henri Darcy, a French civil engineer, in his 1856 publication laid the real foundation of the quantitative theory of the flow of homogenous fluids through porous media. As a civil engineer, he was interested in the flow characteristics of sand filters used to filter public water in the city of Dijon in France. The result 8|Page of his classic experiments, globally known as Darcy‟s law, is thus stated: “The rate of flow V of water through the filter bed is directly proportional to the area A of the sand and to the difference Δh in the height between the fluid heads at the inlet and outlet of the bed, and inversely proportional to the thickness L of the bed” and is given by, Equation 8 Darcy‟s law represents a linear relationship between the flow rate V and the head (pressure gradient) Δh/L. Figure 1 shows how superficial velocity (mass 5 flow rate) depends on the pressure drop 4 according to Darcy‟s law. The constant 3 of proportionality K in the original Darcy 2 equation has been expressed as /k; is the viscosity of the fluid and is called the 1 permeability of the porous medium. 0 Darcy‟s law is the most common way of 0 1 2 3 4 5 describing the laminar or viscous flow Pressure drop i.e. “linear relationship between the flow rate and the pressure drop” through porous media. According to Dullien Figure 1 Graphical illustration of relationship between Flow rate and Pressure drop according to Darcy's law. (1979); Flow rate Darcy 1. “Darcy‟s law assumes laminar or viscous flow (creep velocity); it does not involve the inertia term (the fluid density). This implies that the inertia or acceleration forces in the fluid are being neglected when compared to the classical Navier-Stokes equations”. 2. “Darcy‟s law assumes that in a porous medium a large surface area is exposed to fluid flow, hence the viscous resistance will greatly exceed acceleration forces in the fluid unless turbulence sets in”. 2.1.2 Forchheimer flow Equation. Darcy‟s empirical flow model represents a simple linear relationship between flow rate and pressure drop in porous media; any deviation from the Darcy flow scenario is termed non-Darcy flow. Physical causes for these deviations are grouped under the following headings. 1. 2. 3. 4. High velocity flow effects. Molecular effects. Ionic effects. Non-Newtonian fluids phenomena. However, in petroleum engineering, the most common phenomenon is the high flow rate effect. High flow rate beyond the assumed laminar flow regime can occur in the following scenarios in petroleum reservoirs. In 1901, Philippe Forchheimer, a Dutch man, while flowing gas thorough coal beds discovered that the relationship between flow rate and potential gradient is nonlinear at sufficiently high velocity, and that this non-linearity increases with flow rate. The additional pressure drop due to inertial losses is primarily due to the acceleration and deceleration effects of the fluid as it travels through the tortuous flow path of the porous media. The total pressure drop is thus given by Forchheimer empirical flow model stated traditionally as; Equation 9 9|Page Incompressible flow Superficial velocity, (m/s) The Forchheimer equation assumes that Darcy‟s law is 1.2 still valid, but that an Only frictional additional term must be added 1 forces to account for the increased pressure drop. Hence this 0.8 Only intertial forces equation will be called the 0.6 Darcy-Forchheimer flow model. Equation 9 is based on 0.4 fitting an empirical equation 50 % frictional through experimental data. A 0.2 forces and 50 % inertial forces theoritical model was 0 constructed graphically, based 0 0.2 Pressure 0.4 drop, (kPa) 0.6 0.8 on the Forchheimer relation in terms of incompressible flow Figure 2 Graphical illustration of relationship between Flow rate and Pressure to compare it with the drop according to Forchheimer relation in terms of incompressible flow. experimental results. For this purpose, maximum values of superficial velocity and the pressure drop were assumed to be 1 m/s and 0.6 kPa respectively. The atmospheric pressure was assumed to be 1 bar. Then a graph is constructed (Figure 2), which shows how the superficial velocity depends on pressure drop when assuming only frictional forces, only inertial forces and 50% frictional & 50% inertial forces. 2.1.3 Air Flow-Considering Compressibility Effects. Ramaswamy, S. (2003), explained that for air flow through porous media under lower pressure drop i.e. as in the case of through air drying, the Forchheimer relation is directly applicable. He explained that the applied pressure differences can be quite high during vacuum dewatering. Hence the compressibility characteristics of the air as it passes through the sheet must be considered. He gives the modified form of Forchheimer relation including viscous and inertial effects when considering compressibility characteristics as. Equation 10 A theoretical model was constructed based on the modified Forchheimer equation considering compressibility effects. For this purpose, maximum values of superficial velocity and the pressure drop were assumed to be 1 m/s and 0.6 kPa respectively. The atmospheric pressure was assumed to be 1 bar, so that the assumptions are the same as those used for constructing Figure 2. Then a graph is constructed (Figure 3), which shows how superficial velocity depends on the pressure drop when assuming only frictional forces, only inertial forces and 50% frictional & 50% inertial forces. Compressible flow 1.2 Superficial velocity, (m/s) Only frictional forces 1 0.8 Only intertial forces 0.6 0.4 50 % frictional forces and 50 % inertial forces 0.2 0 0 0.2 Pressure 0.4 drop, (kPa) 0.6 0.8 Figure 3 Graphical illustration of relationship between Flow rate and Pressure drop according to modified Forchheimer relation in terms of compressible flow. 10 | P a g e 2.1.4 Missbach flow Model. In 1937 Missbach suggested that flow through porous media could be described by a power law model (Weineisen et al 2006), and is given by: Equation 11 Superficial velocity, (m/s) Generally the exponent, n, in equation 11 is in the range of 1 to 1.2 n = 1, Only frictional 2. For n=1, the equation reduces to 1 forces (Darcy's Law) Darcy‟s law (equation 9) with a = n = 2 (Inertial forces 0.8 /k. For n=2 the inertial losses dominating) dominate and may be interpreted as 0.6 n = 1.5 (frictional and the constant βρ in equation 10. A Inertial forces) 0.4 model was constructed graphically, based on the Missbach flow 0.2 equation. For this purpose, 0 maximum values of superficial 0 0.2 0.4 0.6 0.8 velocity and the pressure drop were Pressure Drop, (kPa) assumed to be 1 m/s and 0.6 kPa respectively as when constructing Figure 2 and 3. Then a graph is Figure 4 Graphical illustration of relationship between Flow rate and Pressure constructed (Figure 4), which drop according to Missbach Flow Model. shows how superficial velocity depends on pressure drop when assuming only frictional forces i.e. n=1, only inertial forces i.e. n=2 and 50% frictional & 50% inertial forces i.e. n=1.5. 2.2 Flow Regimes in Porous Media In fluid mechanics, the Reynolds number (Re) is a dimensionless number that gives a measure of the ratio of inertial forces to viscous forces. Laminar flow occurs at low Reynolds number, where viscous forces are dominant, and is characterized by smooth, constant fluid motion, while turbulent flow occurs at high Reynolds numbers and is dominated by inertial forces. It was pointed out by Scheidegger (1960) that for various porous media the value of the Reynolds number above which Darcy‟s law is no longer valid has been found to range between 0.1 and 75. Change between laminar and turbulent flow is not distinct. There is a transition which means that there is no accurate value for Reynolds number where a flow can be considered to be laminar or turbulent. In general it can be said that transition to turbulent happens at Reynolds number between 1000 and 10000. Since the transition from viscous to turbulent flow should occur at an even higher Reynolds number the breakdown of Darcy‟s law must be due to some other process than the transition from viscous to turbulent flow. Polat et al. (1992) explain the brake down of Darcy‟s law as being associated with inertial effects occurring when the streamlines of the flowing medium are distorted due to changes in direction of motion big enough for inertial forces to become significant compared to viscous forces. The mechanisms of losses due to inertial effects at relatively low Reynolds numbers and due to turbulent losses are identical. The mechanism behind inertial Figure 5 Laminar vs. Turbulent Flow Regimes effects in porous media differs from the effects of turbulence only in that the change in direction of motion is induced by the structure of the porous medium rather than being the result of directional change due to turbulent eddies. Because of this mechanistic similarity, flow through paper in regions where inertial effects are important even though the 11 | P a g e flow is not yet turbulent can be described by the same equations as those used for turbulent flow through porous media. Equation 12 In the literature, depending on the flow velocity and the nature of the porous media different flow patterns have been observed. However four major regimes, using laser anemometry and visualization technique proposed were. These four regimes are; a) “Darcy or laminar flow where the flow is dominated by viscous forces, here the pressure gradient varies strictly linearly with the flow velocity. The Reynolds number at this point is less than 1”. b) “At increasing Reynolds number, a transition zone is observed leading to flow dominated by inertia effects. This begins in the range Re=1~10. This laminar inertia flow dominated region persists up to and Re of ~150”. c) “An unsteady laminar flow regime for Re =150 ~ 300 is characterized by occurrence of wake oscillations and development of vortices in the flow profile”. d) “A highly unsteady and chaotic flow regime for Re > 300, it resembles turbulent flow in pipes and is dominated by eddies and high head losses”. However there is large variation in the limiting Reynolds number for these transition zones as published in the literature, therefore one cannot be too categorical about limits and transition zones as it relates to the Reynolds number in porous media. 2.3 Aim of the present study. Superficial velocity, (m/s) This study presents experiments for evaluating the flow rate through paper material using two different equipments. The Bendtsen air permeance tester which corresponds to low volumetric flow rates and pressure drops. The other equipment should be vacuum dewatering which is relevant for industrial conditions in terms of pressure drop over the sample and the flow rates. In paper manufacturing, the flow rate of air through the material is of great importance when calculating the energy use for vacuum dewatering. Darcy‟s law is only applicable to incompressible fluids and for low flow rates. The aim of this study is to evaluate different 100 models and proposed some suitable model for higher pressure 10 drops and higher flow rates Polat et al. (1993) through paper sheets of different 1 basis weights. The most relevant 0 20 40 60 80 Weineisen et al. (2006) experimental data on through drying has previously been 0.1 Pressure drop, (kPa) published by other researchers, Hussain (2011) i.e. (Polat et al 1993 & 0.01 Weineisen et al. 2006). However, most of the previously published 0.001 data originate from experiments performed at relatively low 0.0001 intensities, i.e. low air flow rates and pressure drop. In present study, pressure drops of 0.74, 1.47 and 2.20 kPa were used to Figure 6 Superficial velocity as a function of sheet basis weight, for comparison estimate air flow rate through the between present study and relevant study did by previous researches. paper of different basis weight using Bendtsen equipment. The superficial air velocity was in the range of (0.00015-0.147) m/s. Similarly 12 | P a g e for dewatering experiments, pressure drops of 20, 40 and 60 kPa were used to estimate air flow through paper of different basis weight. The superficial air velocity was in the range of (1.64-68) m/s. Figure 6 and 7 shows the comparison between the estimated superficial velocities, working pressure drop and sheet basis weight used in experiments of air flow through the paper material in this study with relevant studies done by previous researchers. Sheet basis weight (g/m2) 350 300 250 200 150 100 50 0 1 2 3 4 5 6 7 8 9 10 Weieisen et al. (2006) 20 30 40 Polat et al. (1993) 25 50 100 150 250 Hussain (2011) 20 50 80 100 120 150 180 200 250 300 Figure 7 Paper with different basis weights, for comparison between present study and previously research. 13 | P a g e 3 MATERIALS AND METHODS The material used was Södra gold eucalyptus pulp. The pulp samples were divided into four test portions: one for unbeaten and three for beaten grades. The four test portions, each corresponding to (30.0 ± 0.5) g of oven dry pulp, were soaked in 1.5 liters of water for more than four hours according to standard procedure, as the dry matter content of the pulp was > 60 %. The pulps were then disintegrated according to standard ISO 5263-1:2004 for 30,000 revolutions, as the dry matter content was > 20%. Following disintegration the pulp suspensions were drained in a Buchner funnel before being diluted to a total mass of 300±5 grams, corresponding to a mass fraction of 10 % stock. Three of four thickened pulp samples were then beaten in the PFI mill to three different degrees (1000, 2000 and 3000 revolutions, respectively) according to standard procedure (ISO 5264-2:2002). Each test portion i.e. unbeaten and beaten pulp samples were then diluted with 15 liters distilled water to get 0.2 % stock consistency. For measuring air flow through paper at lower pressure drops by Bendtsen air permeance tester, sheets with different basis weights were prepared using laboratory hand sheet former from unbeaten and three different beaten pulp samples. On the other hand, for measuring air flow through paper at higher pressure drop or high air velocity by vacuum dewatering equipment, sheets were prepared using modified hand sheet former typically designed for dewatering equipment. 3.1 Laboratory Hand Sheet Former Paper of basis weight 25, 50, 80, 100, 120, 150, 180, 200, 250 and 300 g/m2 from unbeaten and beaten stock consistencies was prepared. The upper section of the laboratory hand sheet former is prefilled with water to half its volume, followed by adding exact amount of stock to give desired basis weight sheet; to ensure that fibres are not trapped in the wire during filling. The stock is filled up to the mark and compressed air is used to agitate the system to ensure uniformity. After the agitation the drainage valve is opened. The sheet formed on the wire is allowed to drain under reduced pressure for about 20 seconds. Paper sheets of different basis weight from the laboratory hand sheet former were pressed between two blotters and pressure is exerted on it by placing a couch on top of the blotters for 15 seconds after which the couch is removed and the top blotter is removed and the sheet is allowed to stick to the lower blotter from the wire. The complete stack of laboratory sheets was then wet pressed to 410 kPa for 25 seconds. After the first pressing, a second pressing is carried out, for which the laboratory sheets were reversed and all the blotters are replaced followed by raising the pressing pressure rapidly to 410 kPa for 2 minutes. The laboratory sheets with different basis weight were then carefully separated from the blotters and are mounted in a suitable manner in a conditioning room to prevent shrinkage. The sheets were then allowed to dry for one day to be ready for air permeance testing. 3.2 Bendtsen Air Permeance Laboratory sheets with different basis weight are tested according to ISO standard (5636-3:1992E) method to determine the air permeance at low pressure drops. Air permeance is defined as “The mean flow of air through unit area under unit pressure difference in unit time, under specified conditions and at operating pressure” (ISO 5636-3:1992E) It is expressed in micrometers per Pascal second [1 ml/ (m2Pas) = 1µm/ (Pas)]. The Bendtsen air permeance apparatus (Figure 8) consists of a compressor, pressure controlling weights, sample clamping device and the flow meter. The measuring head consists of a device in which the test piece is clamped between an angular flat surface and a circular rubber gasket. Each laboratory sheet (20300 g/m2 basis weight) made from unbeaten as well as beaten was then clamped between an angular flat surface and a circular Figure 8 Bendtsen air Permeance Tester. rubber gasket. The test area of each sheet was 10 cm2 ± 0.2 cm2. The air pressure was controlled by three manostat weights provided with Bendtsen air permeance tester, which control the air pressure at 0.74 kPa±0.01 kPa, 1.47 kPa±0.02 kPa and 2.20 kPa±0.03 kPa. Air flow at three different pressure drops was then recorded by pressing the handle above the measuring head to allow air to flow through the paper 14 | P a g e sheets. For each sheet of different grammage air flow reading from flow meter was recorded. The sheets were then saved to measure the thickness later on. 3.3 Modified Hand Sheet Former Paper of basis weight 25, 50, 80, 100, 120, 150, 180, and 200 g/m2 from unbeaten and beaten stock consistencies was prepared. A hand sheet mould with a rectangular top was slightly modified to be able to produce circular sheets of 184 mm diameter. The modified hand sheet mould differed in some aspects from the standard hand sheet mould in SCAN-CM 26:99. The hand sheet mould was filled up with water to a total volume of 3.5 litres in the upper section. The exact amount of stock to give the desired basis weight was added which results in a thin stock concentration of about 0.01 %. The stock was stirred by moving a mechanical device up and down five times before the water was evacuated. The sheets were formed by pulling the handle upwards to drain off the water. 3.4 Air Flow Using Dewatering Equipment A bench-scale, laboratory vacuum dewatering was constructed as shown in Figure 9. Vacuum level, dwell time and frequency of single vacuum pulses are in the range typical for a Through Air Drying (TAD) tissue machine. The vacuum dewatering equipment consists of two linear drives, servo motor, and plate with slot width of 5 mm. The forming fabric along with the formed sheet was taken from the modified hand sheet former and placed into the sample holder of the vacuum dewatering apparatus. The clamping device was attached to the sample by two clamps. The velocity was set so that dwell times of 1, 1.5, 2, 4, 8, 12, 16 and 20 ms were achieved and the start button was pressed for each test to move the plate for the purpose of dewatering. For each sheet sample having different basis weights prepared from unbeaten and beaten pulp samples, the vacuum pressure Figure 9 Vacuum Dewatering Apparatus. was maintained at 20, 40 and 60 kPa in a vacuum tank using a vacuum pump. When the plate is accelerated rapidly and the slot passes under the sample holder, air is able to pass through the sample at different dwell times and pressure drops resulting in sheet dewatering. The pressure difference in the vacuum tank was then recorded using Dewa-soft software by exporting the files into MS-Excel. 3.5 Estimation of Pressure Increase. Pressure increase/ difference from pressure data obtained by Dewa-soft software are something very difficult to evaluate. However the approach used to estimate pressure difference after exporting the pressure data from Dewa-soft software into MS-Excel is discussed below. By exporting pressure data into MS-Excel following graph as shown in Figure 10 in which pressure data as a function of time is plotted was obtained. When the slot of the plate passes over the vacuum tank a vacuum pulse is created; air passes through the sheet and the pressure in the vacuum tank increases as shown in Figure 10. The set pressure drop i.e. 20 kPa in Figure 10 was named as P1, and the point where vacuum Figure 10 Graph obtained after exporting data from dewatering pulse ends was named as P2. The pressure equipment into MS-Excel. 15 | P a g e difference ΔP, was then calculated as ΔP = P2 – P1. The sheets are then carefully detached from the forming fabric and are allowed to dry in a conditioning room for thickness measurements. The mass flow rate (kg/sec) and superficial velocity (m/sec) was then calculated from estimated pressure difference for each sheet sample using equation 13 and 14 respectively. Equation 13 Equation 14 3.6 Thickness Measurements Sheets with different basis weights, produced from unbeaten and beaten pulp samples are then tested to measure thickness according to standard (ISO 534:1998); using thickness tester TJT-Teknik manufactured by Lorentzen and Wettres AB. Sheet samples with different basis weight prepared from laboratory hand sheet former and modified hand sheet former were then scanned between two opposite measurement points so that a profile of the paper was obtained which gives a peak value corresponding to the thickness of the sheet. 3.7 Fiber Master Analysis The pulp samples unbeaten and beaten at three different beating revolutions i.e. 1000, 2000 and 3000 revolutions are then collected for the fiber analysis. L&W Fiber Tester measures bra length, width, fines, shape factor and coarseness. The instrument has a sample feeder with six positions designed as a rotating disc (Figure 11). This automates the measurement procedure, making it easier for the operator. The total measurement cycle is made within six minutes. One feature is that images of fibers are displayed during measurements. It is also possible to save images of detected objects for later viewing. 3.8 Reproducibility of Results. Figure 11 Fiber Master Tester. There is some spread in the data obtained during dewatering experiment; therefore some attention was given to the reproducibility of these results. For this purpose a sheet of 20 g/m2 was prepared using modified hand sheet former. After that sheet was carefully transfer to sample holder of vacuum dewatering equipment. Parameters are set as 2.5 m/s plate velocity and 20 kPa pressure drop. The plate is accelerated for allowing air to pass through the sheet. The same sheet is then tested for air flow up to five times to see the difference in pressure increase. Another experiment was performed by making 50 g/m2 sheets using modified hand sheet former. All sheets were carefully transferred to sample holder of dewatering equipment. Parameters are adjusted as 0.41 m/s velocity and 20 kPa pressure drop. Different 50 g/m2 sheets prepared exactly in the same way are tested for air flow up to four times. Finally three sheets of 20 g/m2 were prepared. Parameters are set as 2.5m/s plate velocity and 20, 40 and 60 kPa pressure drops for three consecutive sheets respectively. The plate is then accelerated for allowing air to pass through the sheets at 20, 40 and 60 kPa. Sheets of grammage 50 g/m2 were then allowed to dry in an oven at 105°C for basis weight estimation later on. 3.9 Air Leakage Experiments. Finally some attention was given to investigate, if there is any leakage of air from the walls of sample holder; when determining the air flow through paper. For this purpose, a rubber pad which does not allow air to penetrate through it; was transfer to the sample holder of the vacuum dewatering equipment. The plate velocities were set as 0.25, 0.41 and 2.5 m/s. For each velocity, plate is then accelerated up to four times for allowing air to pass around the rubber pad at 20, 40 and 60 kPa pressure drops. 16 | P a g e 4 4.1 RESULTS AND DISCUSSION Bendtsen Air Flow A quantitative description of flow through porous media begins with an experimental rule found by Darcy. This rule, describing that the rate of flow passing through a powder bed is proportional to the pressure gradient of the flow, has been extended to a variety of porous media. There are various equations to express this rule and its modification, known collectively as Darcy‟s law (equation 1). The majority of the experimental results obtained for sheets of different basis weights (20-300) g/m2, produced from unbeaten and beaten pulps using Bendtsen air permeance tester confirmed the applicability of Darcy‟s law. Figures 12, 13, 14 and 15 shows the volumetric air flow rate, (ml/min) as a function of pressure difference divided by sheet grammage (ΔP/G), for unbeaten pulp and pulp beaten at 1000, 2000 and 3000 beating revolutions respectively. Volumetric air flowrate, (ml/min) 6000 5000 4000 0.74KPa 3000 1.47KPa 2000 2.20KPa 1000 0 0 0.01 0.02 0.03 0.04 0.05 ΔP/G, (m2kPa/g) Figure 12 Volumetric air flow rate as a function of pressure difference/ grammage, for unbeaten pulp. Volumetric air flowrate, (ml/min) 3000 2500 2000 0.74KPa 1500 1.47KPa 1000 2.20KPa 500 0 0 0.01 0.02 ΔP/G, 0.03 0.04 0.05 (m2kPa/g) Figure 13 Volumetric air flow rate as a function of pressure difference/ grammage, for pulp beaten at 1000 revolutions. 17 | P a g e Volumetric air flowrate, (ml/min) 1200 1000 800 0.74KPa 600 1.47KPa 400 2.20KPa 200 0 0 0.01 0.02 0.03 0.04 0.05 ΔP/G, (m2kPa/g) Figure 14 Volumetric air flow rate as a function of pressure difference/ grammage, for pulp beaten at 2000 revolutions. Volumetric air flowrate, (ml/min) 120 100 80 0.74KPa 60 1.47KPa 40 2.20KPa 20 0 0 0.01 0.02 0.03 0.04 0.05 ΔP/G, (m2kPa/g) Figure 15 Volumetric air flow rate as a function of pressure difference/ grammage, for pulp beaten at 3000 revolutions. It can be seen in Figures 12, 13, 14 and 15 that there is a linear relationship between the volumetric air flow and the ΔP/G; which confirms the applicability of Darcy‟s law. One important finding during the estimation of air flow through paper of different basis weights using Bendtsen equipment was that; by increasing the degree of beating less amount of air flow through the sheets. The possible explanation is the creation of fines during beating. Refinement and other mechanical treatment have been shown to increase the specific surface area of fibers, as well as increase their swelling capacity, flexibility and compressibility (Ramaswamy 2003). Although previous research on refining describes how it affects sheet solid contents, how difficult vacuum dewatering will be then, but these entire findings correlate very well to air flow through paper. Nordman, L. (1954) showed that increasing the content of fines decreases the solids content obtainable by suction in a linear fashion. Britt and Unbehend (1985), on the other hand, 18 | P a g e show that increasing the fines initially increases the level of dryness after vacuum dewatering but further increase in the amount of fines makes vacuum dewatering more difficult. Refining of pulp also improves the bonding ability of fibers, causing a variety of simultaneous changes in fibers such as; internal fibrillation, external fibrillation, fiber shortening or cutting. Internal fibrillation of fibers improves the flexibility and collapsibility of fibers, which further improves inter-fiber bonding. Another explanation of low air flow by increasing degree of refining is that, refining makes the paper more dense i.e. reduces the pore space between the fibers. The results from Fiber master analysis however, show that there is slightly increase in fines by increasing degree of beating. Table 2 below shows the results obtained from fiber master analysis for unbeaten and pulp beaten at three different beating revolutions. Table 2 Fiber master results for unbeaten and beaten pulp at three different revolutions. Variable Length Width Shape Fines Coarseness No. Fibers in sample Unbeaten 0,714 mm 16,8 μm 90.44% 4.80% 59,0 μg/m 2950558 Beaten 1000 0,726 mm 17,1 μm 91.00% 4.80% 59,5 μg/m 2886976 Beaten 2000 0,723 mm 17,3 μm 91.17% 5.10% 63,5 μg/m 2737249 Beaten 3000 0,716 mm 17,5 μm 91.29% 5.50% 69,4 μg/m 2578134 The flow rate of air through a porous material depends on the porosity. Results obtained from thickness measurements also confirm that thickness and thereby porosity decreases as degree of beating increases. Figure 16 shows the results obtained from thickness measurements for paper sheets produced from unbeaten and beaten pulp. 600 500 Thickness, (µm) 400 UnBeaten 300 B1000 B2000 200 B3000 100 0 0 100 200 Basis Weight, 300 400 (g/m2) Figure 16 Thickness as a function of sheet basis weight, measured for sheets made from laboratory hand sheet former for Bendtsen experiments. 19 | P a g e It can also be seen in Figure 16 that thickness increases as the sheet basis weight increases. As mentioned above that flow rate of air though a porous material depends on the thickness, due to this low air flow through higher grammage sheets are found. 8000 6000 0.74KPa 4000 1.47KPa 2000 2.20KPa 0 0 0.05 ΔP/G, 0.1 Volumetric air flow, (ml/min) 8000 6000 0.74KPa 4000 1.47KPa 2000 2.20KPa 0 0.15 0 8000 6000 0.74KPa 4000 1.47KPa 2000 2.20KPa 0 0.05 0.1 0.05 ΔP/G, 10000 ΔP/G, 10000 (m2kPa/g) Figure 17 Volumetric air flow rate as a function of pressure difference/ grammage, for low grammage sheets of unbeaten pulp 0 Volumetric air flow, (ml/min) 10000 0.15 (m2kPa/g) Figure 18 Volumetric air flow rate as a function of pressure difference/ grammage, for low grammage sheets of 2000 rev beaten pulp 0.1 0.15 (m2kPa/g) Figure 19 Volumetric air flow rate as a function of pressure difference/ grammage, for low grammage sheets of 1000 rev beaten pulp Volumetric air flow, (ml/min) Volumetrica air flow, (ml/min) The data obtained using Bendtsen air permeance show deviations from Darcy‟s law for low grammage sheets i.e. 20 g/m2 for unbeaten and beaten pulp samples Figures (17, 18, 19 and 20). The possible reason might be that the maximum range of measuring air flow using Bendtsen air permeance tester was 8820 ml/min, or for lower grammage sheets pin hole counts increases exponentially which accommodates large flow rates. This is what Polat et. al. (1993), also observed in their experiments, they found that air flow through paper cannot be treated as purely viscous even at a flow rate of 0.6 m/s for 150 g/m2 paper. They did experiments with through flow rates of 0.08-0/70 kg/m2s (0.07-0.60 m/s superficial velocity) with air and with much higher kinematic viscosity, helium at through flow rates of 0.02-0.20 kg/m2s (0.12-1.20 m/s superficial velocity). The results presented in Table 1 also indicate that when air is replaced by helium, which has a kinematic viscosity about 7.5 times higher than that of air, the inertial contribution to the pressure drop decreases. It is however evident that even for helium flow there is substantial inertial contribution to the pressure drop for the lowest basis weight (25 g/m2). Weineisen at al. (2006), also in their experiments found the value of exponent n in equation 3 for sheets of basis weight 20, 30 and 40 g/m2 in the range of 1.56 and 1.69. This indicates that, for flow through paper at high air velocities, the pressure drop due to inertial effects cannot be neglected. 8000 6000 4000 0.74KPa 2000 1.47KPa 2.20KPa 0 0 0.05 0.1 0.15 ΔP/G, (m2kPa/g) Figure 20 Volumetric air flow rate as a function of pressure difference/ grammage, for low grammage sheets of 3000 rev beaten pulp 20 | P a g e 4.2 Reynolds number for Bendtsen air flow. Equation 15 Reynold's number, (Re) In fluid mechanics, the Reynolds number (Re) is a dimensionless number that gives a measure of the ratio of inertial forces to viscous forces. Laminar flow occurs at low Reynolds number, where viscous forces are dominant, and is characterized by smooth, 0.18 constant fluid motion, while turbulent flow 0.16 occurs at high Reynolds numbers and is dominated by inertial forces, which tends to 0.14 produce eddies, vortices and other flow 0.12 instabilities. 0.1 0.08 0.06 0.04 0.02 0 4.3 (Dewatering Equipment) Pressure Increase vs. Dwell time. Pressure Increase, (kPa) The Reynolds number at which Darcy‟s law is no longer applicable ranges between 0.1-75 depending on the porous structure and the 0 100 200 300 400 choice of characteristic dimension used (Polat et 2) Sheet basis weight, (g/m al. 1992). The calculated Reynolds numbers for unbeaten and beaten pulp to three revolutions Figure 21 Calculated Reynolds numbers as a function of sheet using Bendtsen air flow experiments are very basis weight for Bendtsen air permeance experiments. low, even the higher value is near to 0.18. Figure 21 shows the calculated Reynolds numbers as a function of sheet basis weights. 8.00 7.00 6.00 5.00 4.00 3.00 2.00 1.00 0.00 y = 0.3551x + 0.4072 Pressure Increase, (kPa) R² = 0.9934 In order to investigate the relationship between the air flow in terms of pressure increase and the vacuum dwell time, eight sheets of 20 g/m2 were prepared. The velocity was set so that dwell times of 1, 1.5, 2, 4, 8, 12, 16 and 20 ms were achieved and the start button was pressed for each test sheet to move the plate at above mentioned dwell times for the purpose of 0 5 10 15 20 25 dewatering. For each sheet sample, the vacuum pressure was maintained at 60 kPa in a vacuum Vacuum dwell time, (ms) tank using a vacuum pump. Figure 22 shows the way in which the air that penetrated the sample as given by the pressure increase in the vacuum Figure 22 Pressure increase as a function of vacuum dwell time. tank increases when the dwell time is increased. 7 The results showed that when the dwell time 6 was increased, the amount of air flowing through the sample (in terms of pressure 5 20g/m2 increase in the vacuum tank) was also increased: 4 80g/m2 there is simply more time available for the air to 3 be sucked through the slots in the plate. The 120g/m2 2 increase in the air flow through the sheet that 180g/m2 1 resulted from increasing the dwell time was 0 observed for the unbeaten pulp samples. Figure 250g/m2 0 10 20 22 shows that there is a linear relationship between the pressure increases as a function of Vacuum dwell time, (ms) vacuum dwell time. This leads to the conclusion that the flow rate through the sample can be calculated from one dwell time only. For the Figure 23 Pressure increase as a function of vacuum dwell time for sheets of different basis weights. 21 | P a g e majority of flow rates presented, a dwell time of 12 ms was used. However, a shorter dwell time of 2 ms was also used. Figure 23 shows the same relationship between the pressure increases as a function of vacuum dwell time for sheets of different basis weight at 60 kPa. It can be seen a lower basis weight sheet allows more air to penetrate in terms of pressure increase through it. The possible explanation is that, as the sheet basis weight increases the thickness of the sheet increases; which means that by increasing paper thickness, mean pore size decreases and the pore size distribution becomes narrower. 4.4 Air Velocity vs. Sheet Basis Weight (Dewatering Equipment) Thickness, (μm) The results from the dewatering experiments show that, air flow decreases as the sheet basis weight increases. Also the air flow, by decreasing the sheet basis weight increases at first slightly, then with a big jump between 50 g/m2 and 20 g/m2 sheets basis weight Figure 25, 26 and 27. The possible reason is that as the sheet basis weight increases the thickness of sheet increases. In accord with Darcy‟s law, fluid flow through porous media depends on the thickness of the porous material. Polat et al., (1993) also confirm in their experiments on sheets basis weight between 25-250 g/m2 that “With decreasing basis weight the permeability increases, at first slightly, then with a big jump between 50 g/m2 and 20 g/m2 paper”. According to Polat et al. (1993) “the small increase in air flow with decreasing basis weight from 250 to 50 g/m2 probably derives from small changes in pore size and pore size distribution”. They also quote the finding of Bliesner that “as paper thickness increases, mean pore size decreases and the pore size distribution becomes narrower”. Another explanation of this is given by (Corte & Kallmes) and (Corte & Lloyd) as quoted in article by Polat et al. that “For commercial paper, pin hole counts increases exponentially with decreasing basis weight. Pin holes accommodate disproportionately large flow rates. In other words, at high basis weight three-dimensional pores control the flow but, as basis weight decreases, Z-directional pores 600 become increasingly important. The large increase in permeability at 500 such a low basis weight thus reflects a substantial fraction of flow 400 through Z-directional pores”. Less UnBeaten amount of air flow through higher 300 grammage sheets was also found B1000 during estimation of air flow at low 200 B2000 pressure drops using Bendtsen air permeance tester. B3000 100 Figure 24 shows the thickness values obtained for different 0 grammage sheets made from 0 50 100 150 200 250 unbeaten and beaten pulp samples. It 2 Sheet basis Weight, (g/m ) can be seen that thickness increases as the sheet basis weight increases. Figure 24 Thickness measurements of sheets made from modified hand However, the thickness values sheet former for dewatering experiments obtained using thickness testerobtained from sheets prepared with TJT-Teknik. laboratory hand sheet former are lower as compared to modified sheet former due to pressing effects. The mass flow rate and the superficial air velocity was calculated at dwell time of 12 ms and at three different pressure drops of 20, 40 and 60 kPa according to equation 16 and 17 respectively. Equation 16 22 | P a g e Equation 17 18.0 16.0 14.0 12.0 10.0 8.0 6.0 4.0 2.0 0.0 Superficial Air Velocity, (m/s) Superficial Air Velocity, (m/s) Figures 25, 26 and 27 below show the superficial air velocity as a function of sheet basis weight, for dwell time of 12 ms. It can also be seen that superficial air velocity decreases as degree of beating increases. This again confirms the theory of refining, which was observed in the case of Bendtsen experiments. Refinement and other mechanical treatment have been shown to increase the specific surface area of fibers. Ramaswamy (2003) describe that “Potential mechanisms of water removal by air flow during vacuum dewatering include viscous drag by flowing air on the water present in the fiber interstices or pores and compression by surface tension forces. Due to the level of fines, paper and board grades offer significant resistance to air flow thus minimizing the amount of air flow under vacuum dewatering conditions”. Although previous research on refining describes how it affects sheet solid contents, how difficult vacuum dewatering will be then, but these entire findings correlate very well to air flow through paper. The results from Fiber master analysis also confirm that an increase beating decreases the permeance as fines are created. Table 2 above shows the results obtained from fiber master analysis for unbeaten and pulp beaten at three different beating revolutions. Unbeaten 1000 deg 2000deg 3000 deg 0 100 200 40.0 35.0 30.0 25.0 1000 deg 15.0 10.0 2000deg 5.0 3000 deg 0.0 300 Sheet basis weight, Unbeaten 20.0 0 (g/m2) 100 200 300 Sheet basis weight, (g/m2) Figure 25 Superficial air velocity (m/s) as a function of sheet basis weight (g/m2), estimated at 20kPa and at 12 ms dwell time. Figure 26 Superficial air velocity (m/s) as a function of sheet basis weight (g/m2), estimated at 40 kPa and at 12 ms dwell time. Superficial Air Velocity, (m/s) 70.0 60.0 50.0 40.0 Unbeaten 30.0 1000 deg 20.0 2000deg 10.0 3000 deg 0.0 0 100 200 Sheet basis weight, 300 (g/m2) Figure 27 Superficial air velocity (m/s) as a function of sheet basis weight (g/m2), estimated at 60 kPa and at 12 ms dwell time. 23 | P a g e 4.5 Inertial effects and Turbulent flow. Reynolds numbers, (Re) The application of Darcy‟s law has been the predominant way of describing air flow through paper, i.e. flow through paper has generally been considered as being purely viscous. However, later research has shown that when pinholes become evident the flow is no longer purely viscous and thus Darcy‟s law does no longer apply. According to Polat et al. (1989 and 1992), since the findings that flow through thin paper is not always purely viscous, many researchers have instead of treating this fact, made sure to perform their experiments at viscous flow, i.e. by increasing paper thickness or decreasing flow rate. The Reynolds number at which Darcy‟s law are no longer applicable ranges between 0.1-75 depending on the porous structure and the choice of characteristic dimension used Polat et al. (1992). The calculated Reynolds numbers at 2 and 12 ms dwell time for unbeaten and beaten pulps using dewatering equipment experiments are high. Figure 28 shows the calculated Reynolds numbers as a function of sheet basis weights for dewatering experiments performed at 2 and 12 ms dwell time. Polat et al. (1992) explain the breakdown of Darcy‟s law being associated with inertial effects occurring when the streamlines of the flowing medium are distorted due to changes in direction of motion big enough for inertial forces to become significant compared to viscous forces. The mechanisms of losses due to inertial effects at relatively low Reynolds numbers and 90 due to turbulent losses are identical. The mechanism behind inertial effects in 80 porous media differs from the effects of 70 turbulence only in that the change in direction of motion is induced by the 60 structure of the porous medium rather 50 than being the result of directional 20 kPa change due to turbulent eddies. Because 40 40 kPa of this mechanistic similarity, flow 30 through paper in regions where inertial 60 kPa 20 effects are important but the flow is not yet turbulent can be described by the 10 same equations as those used for 0 turbulent flow through porous media. 0 100 200 Thus the Forchheimer relation (equation 2 9) and the equation of Missbach Sheet basis weight, (g/m ) (equation 11) are both on principal applicable to flow through paper. The Figure 28 Calculated Reynolds numbers as a function of Sheet only difference is the interpretation of the basis weight for dewatering experiments at12 ms dwell time. second order term in the former and the deviation from unity of the exponent, n in the latter, which for flow through paper at moderate Reynolds number should be interpreted as the effects of inertial forces due to deflections in the structure rather than describing the effect of inertial forces due to turbulent eddies. 4.6 Flow Models for High Velocity Air Flow. The experimental results obtained for flow of air through unbeaten and beaten paper sheets of different grammage using vacuum dewatering equipment are shown in Figures 29 and 30 below. Figure 29 reports data for a dwell time of 2 ms and Figure 30 for a dwell time of 12 ms. The data include a total of seven different basis weights, three different pressure drops and four different degrees of beating (unbeaten and beaten for 1000, 2000 and 3000 revolutions). One conclusion is that the flow rate is very much influenced by the degree of beating so that increased beating of the pulp will lead to a decrease in the flow rate through the paper, just as for the Bendtsen air permeance measurements reported earlier. Refining of pulp improves the bonding ability of fibers, causing a variety of simultaneous changes in fibers such as; internal fibrillation, external fibrillation, fiber shortening or cutting. Internal fibrillation of fibers improves the flexibility and collapsibility of fibers, which further improves inter-fiber bonding. Another explanation of low air flow by increasing degree of refining is that, refining makes the paper more dense i.e. reduces the pore space between the fibers. 24 | P a g e It is also clear from the data in Figures 29 and 30 that the parameter P/G seems to very relevant for describing the flow rate so that the flow rate through the sample can be regarded as being a function of P/G alone, as long as the degree of beating remains constant. When it comes to the shape of the curves and the applicability of different types of mathematical models, the results are not conclusive when comparing both graphs. The data in Figure 29 correspond to the shorter dwell time are better described in terms of one of the models including inertial pressure drop and compressibility effects, such as the one presented by Ramaswamy (Equation 10 and Figure 3). It can be seen that the relationship between the pressure drop and the air flow rate is a non-linear expression and that Darcy‟s law is not applicable. The possible explanation for such deviation is that Reynolds numbers are high enough to correspond to laminar flow. The deviation from Darcy‟s law for paper from laminar to turbulent conditions must be due to effect other than the transition. Polat explained the deviation from linearity as being the result of inertial pressure losses as the air flow is subjected to rapid changes in the direction of flow as it passes through the paper structure. For paper, which can be considered a very thin porous bed, entrance and exit effects, i.e. irreversible losses due to acceleration and deceleration of the fluid, are also likely to contribute significantly to the overall pressure drop. Figure 29 show the experimental data of superficial velocity as a function of pressure drop obtained using vacuum dewatering equipment; for unbeaten and beaten pulp samples at pressure drops of 20, 40 and 60 kPa for 2 ms dwell time. 80 Superficial Velocity, (m/s) 70 60 50 Unbeaten 40 Beaten 1000 30 Beaten 2000 20 Beaten 3000 10 0 0 1 2 3 4 (ΔP/G), (m2kPa/g) Figure 29 Superficial air velocities as a function of pressure drop/ grammage for unbeaten and beaten pulp at 20, 40 and 60 kPa pressure drops for 2 ms dwell time experiments. By assuming a constant density, behavior of such flows in which density does not vary significantly may be simplified. This theory is termed as incompressible flow. However, the significant variations in density can occur in many cases especially at higher velocities with large pressure changes. If a fluid exhibits significant variations in density, its flow is considered to be compressible flow. Ramaswamy, (2003) explained that during vacuum dewatering, the applied pressure differences can be quite high. Hence one has to consider the compressibility effects of air as it passes through the sheet. It seems that the results from the dewatering experiments are more likely similar to the model in which inertial forces are dominating when taking compressibility into account. 25 | P a g e The deviations from Darcy‟s law are smaller for the 12 ms dwell time data in Figure 30. The reason behind this is not clear. However, the influence of any type of “offset” effects will be greater when evaluating the flow rate according to Equations 16 and 17 based on only one dwell time. Due to the time and effort involved it was not possible to evaluate every flow rate for a number of different dwell times as was done for the data presented in Figure 22. However, one more way of evaluating the flow rate would be using both dwell times so that flow rate is evaluated as Equation 18 Figure 30 show the experimental data of superficial velocity as a function of pressure drop obtained using vacuum dewatering equipment; for unbeaten and beaten pulp samples at pressure drops of 20, 40 and 60 kPa for 12 ms dwell time. 70 Superficial air velocity, (m/s) 60 50 40 Unbeaten Beaten 1000 30 Beaten 2000 Beaten 3000 20 10 0 0 1 2 3 4 ΔP/G, (m2kPa/g) Figure 30 Superficial air velocities as a function of pressure drop/ grammage for unbeaten and beaten pulp at 20, 40 and 60 kPa pressure drops for 12 ms dwell time experiments. 4.7 Leakage Experiments The leakage was determined to investigate if air enters the vacuum tank without flowing through paper sheets. The air flow results show that the higher leakages mean value i.e 0.44 kPa in terms of pressure increase comes at 20 ms dwell time and 60 kPa pressure drop. The present study involves experiments at 2 ms and 12 ms dwell time. The higher mean value 0.36 kPa comes at 12 ms for 60 kPa pressure drop. However the leakage values are so small that leakage can be neglected when calculating the air flow 26 | P a g e Pressure Increase, kPa through paper. Figure 31 show the leakage in terms of pressure increase as a function of dwell time for 20, 40 and 60 kPa pressure drops. 0.5 0.45 0.4 0.35 0.3 0.25 0.2 0.15 0.1 0.05 0 20 kPa 40 kPa 60 kPa 0 5 10 15 20 25 Vacuum dwell time, (ms) Figure 31 Air leakage in terms of pressure increase as a function of dwell time at 20, 40 and 60 kPa. 5 CONCLUSION Air flow through paper of basis weight (20-300) g/m2 was investigated experimentally. The Bendtsen air permeance tester was used to investigate the air flow at pressure drop of 0.74, 1.47 and 2.20 kPa; while the vacuum dewatering equipment was used to investigate air flow at pressure drop of 20, 40 and 60 kPa. For Bendtsen air permeance tester, the majority of the experimental data from unbeaten and beaten pulp sample agree rather well with Darcy‟s law i.e. there is a linear relationship between the volumetric flow rate and the pressure drop/ grammage. However, for lower grammage sheet i.e. 20 g/m2 the obtained data shows deviation from Darcy‟s law. The majority of the calculated Reynolds numbers are also in the range, that they satisfy the applicability of Darcy‟s law. Further results from Bendtsen experiments are that increased refining leads to less amount of air flow through the sheets. Also, it was found that a lower grammage sheet accommodates large flow rates as compared to higher grammage sheets. However, when comparing the vacuum dewatering experimental results with different theoretical models for flow through porous media, it was found that the flow model in which inertial forces are dominating when taking compressibility into account is applicable for experimental results at 2 ms dwell time. The deviation from Darcy‟s law is smaller for the results of 12 ms dwell time experiments. The reason might be that the influence of any type of “offset” effects will be greater when evaluating the flow rate according to Equations 16 and 17 based on only one dwell time. Further results are that the parameter P/G, or pressure drop divided by grammage seems to be very relevant for describing the flow rate so that the flow rate through the sample can be regarded as being a function of P/G alone, as long as the degree of beating remains constant. Also the air flow, by decreasing the sheet basis weight increases at first slightly, then with a big jump between 50 g/m2 and 20 g/m2 sheets basis weight. It was also observed that the lower basis weight sheet allows more air to penetrate in terms of pressure increase through it. 27 | P a g e 6 NOMENCLATURE ΔP Pressure difference Pa Fluid viscosity Pa.s k Material Permeability L Thickness of Material εg, εs and εw volume fraction of gas solid and water ρs Fiber density kgm-3/ ρw Water density kgm-3 G Basis Weight gm-2 a Regression constant n exponent L Length of capillary m U Superficial velocity ms-1 α Viscous Parameter m-2 β Inertial parameter m-1 1 Inlet conditions 2 Outlet conditions R Gas constant Re Reynolds number m Mass flow rate, Kg/sec M Molecular mass of air, kg-mol-1 V Volume of tank, m3 T Temperature, K Δt Dwell time, second A Cross section area, m2 m Pa m3/kg mol K 28 | P a g e 7 REFERENCES Britt, K.W. and Unbehend, J.E, (1985), Water removal during paper formation, published in Tappi journal, 68. (4), pp. 104-107. Dullien, F.A.L, (1979), Porous media Fluid transport and pore structure. Granevald, R., (2005), Doctoral thesis, Vacuum dewatering of low-grammage paper webs and fabrics. Macdonald, I.F., El-Sayed, M.S., Mow, K, and Dullien, F.A.L., (1979), Flow through porous media-the Ergun equation revisited., Published in Ind. Eng. Chem. Fundamental., Vol 18, No. 3. Massey, B.S., (1990), Mechanics of fluids, Sixth edition. Nordman, L. (1954), Laboratory investigation of water removal by a dynamic suction box, published in Tappi journal, 37. (11), pp. 553-560. Nilsson, L., (1996), Doctoral thesis, Some studies of the transport coefficients of pulp and paper. Nilsson, L, and Stenstrom, S., (1996), A study of the permeability of pulp and paper, Published in International journal for Multiphase Flow, Vol. 23, No 1, pp. 131-153. Nilsson, L, Hussain, A. Abbas, A., (2011), Energy aspects on tissue production with the through air drying technique, Paper accepted for publication in Nordic Drying Conference to be held in Helsinki on June 19-21. Polat, O., Crotogino, R.H., and Douglas, W.J.M (1992), Transport phenomena analysis of through drying paper, published in Ind. Eng. Chem. Res, 21, 736-743. Polat, O., Crotogino, R.H., Heiningen, V.A.R.P, and Douglas, W.J.M (1993), Permeability and specific surface of paper, published in Journal of pulp and paper science: Vol. 19 No. 4. Ramaswamy, S. (2003), Vacuum dewatering during paper manufacturing, Published in Drying technology, Vol 21, No. 4, pp. 685-717. Scheidegger, A.E. (1960), Physics of flow through porous media. Tiller, F.M, Li, W.P, and Lee, J.B, (2001), Determination of the critical pressure drop for filtration of super-compactible cakes, published in Water science and technology, Vol 44 No 10, pp. 171-176. Weineisen, H, and Stenstrom, S., (2005), Modelling through drying of tissue-Effect of pore size distribution on drying characteristics, Published in Drying technology, 23: 1909-1923. Weineisen, H, Parent, L, Morrison, D, and Stenstrom, S. (2006), Experimental study of through-drying of tissue at industrial conditions-Drying results and flow analysis, Published in 15th International drying symposium, pp. 1026-1033. Weineisen, H., Parent, L., Morrison, D., and Stenstrom, S., (2007), Through-drying of tissue at high intensities- An experimental study, Published in journal of pulp and paper science, Vol. 33 No. 1. Weineisen, H, (2007), Doctoral Thesis, Through drying of tissue paper. 29 | P a g e 8 ACKNOWLEDGEMENT My supervisor, Dr. Lars Nilsson, is gratefully acknowledged for his skilled and confident guidance, support and help throughout the studies and for his courage to take on this project. I am very grateful to you for always have being available for discussion and support for my project. I really appreciate his contribution during the last months when the structure of thesis was set. All my colleagues at Karlstad University are greatly acknowledged for all their support and for creating a pleasant atmosphere in which to work. I also express my gratitude to all staff at department of Chemical Engineering at Karlstad University for always being helpful. Special thanks to Johan Kalender for valuable discussion during data evaluation of dewatering equipment. I would like to thanks Vesna for providing me the opportunity of using Bendtsen Air Permeance Tester at StoraEnso Research Centre. I appreciated the pleasant cooperation we had during those measurements. Staff at Karlstad Technical Centre is acknowledged for allowing me to perform Fiber testing analysis. I would like to thanks Mikael Nilsson (Area Sales Manager) at Lorentzen & Wettre Skandinavien AB for his technical comments regarding Bendtsen Air permeance tester. I would also like to thanks my family for their prayers and their encouraging calls during my entire master program. My friends for their support and encouragement are gratefully acknowledged. 30 | P a g e 9 APPENDIX Table 3 Measured superficial velocities from Bendtsen Air Permeance Tester. 2.20 kPa 1.47kPa 0.74kPa Pressure Drop Pulp Sample 20 50 Unbeaten 2600 1000 rev 80 200 250 300 2100 100 120 150 180 Superficial air Velocity, (ml/min) 1700 1300 1180 800 600 480 420 400 2500 900 500 280 220 180 170 160 150 130 2000 rev 2200 500 320 220 190 170 110 90 80 60 3000 rev 2000 90 35 25 15 14 10 10 10 9 Unbeaten 8820 3580 3000 2500 2250 1550 1250 1000 900 800 1000 rev 8820 1800 1000 700 450 370 360 350 340 320 2000 rev 8820 700 480 350 290 210 150 110 90 70 3000 rev 4200 220 70 45 35 30 25 20 18 15 Unbeaten 1000 rev 2000 rev 3000 rev 8820 8820 8820 5850 5600 2600 1000 280 3550 1700 920 110 2880 1000 750 80 2650 800 500 55 2400 550 460 45 2000 480 350 35 1700 470 240 30 1500 460 140 30 1300 430 95 25 31 | P a g e Table 4 Thickness values obtained for sheets made from hand sheet former. Basis Weight (g/m2) 20 50 80 100 120 150 180 200 250 300 Unbeaten Beaten 1000 Beaten 2000 Beaten 3000 Thickness, (μm) 47 112 164 207 247 309 361 396 498 530 41 86 145 189 218 244 301 326 401 462 37 84 124 154 187 219 255 300 341 401 34 74 105 138 148 197 230 254 300 309 Table 5 Thickness values obtained for sheets made from moified hand sheet former. Basis weight (g/m2) 20 50 80 100 120 150 180 200 Unbeaten 67 194 279 283 331 396 434 484 Beaten1000 Beaten2000 Thickness, (μm) 61 58 173 164 233 226 281 252 325 277 375 330 428 387 479 417 Beaten3000 55 151 219 242 274 301 381 341 32 | P a g e Table 6 Calculated Reynolds number for unbeaten pulp sheets, after measuring air flow using Bendtsen air permeance tester. Air Flow (ml/min) Air Flow (m/s) 2500 900 500 280 220 180 170 160 150 130 8820 1800 1000 700 450 370 360 350 340 320 8820 2600 1700 1000 800 550 480 470 460 430 0.0417 0.0150 0.0083 0.0047 0.0037 0.0030 0.0028 0.0027 0.0025 0.0022 0.1470 0.0300 0.0167 0.0117 0.0075 0.0062 0.0060 0.0058 0.0057 0.0053 0.1470 0.0433 0.0283 0.0167 0.0133 0.0092 0.0080 0.0078 0.0077 0.0072 Hydrostatic Air diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 Air Viscosity (μ) Pas 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 Reynolds Number 0.050 0.018 0.010 0.006 0.004 0.004 0.003 0.003 0.003 0.003 0.178 0.036 0.020 0.014 0.009 0.007 0.007 0.007 0.007 0.006 0.178 0.052 0.034 0.020 0.016 0.011 0.010 0.009 0.009 0.009 33 | P a g e Table 7 Calculated Reynolds number for beaten pulp sheets at 1000 revolution, after measuring air flow using Bendtsen air permeance tester. Air Flow (ml/min) Air Flow (m/s) 2600 2100 1700 1300 1180 800 600 480 420 400 8820 3580 3000 2500 2250 1550 1250 1000 900 800 8820 5600 3550 2880 2650 2400 2000 1700 1500 1300 0.0433 0.0350 0.0283 0.0217 0.0197 0.0133 0.0100 0.0080 0.0070 0.0067 0.1470 0.0597 0.0500 0.0417 0.0375 0.0258 0.0208 0.0167 0.0150 0.0133 0.1470 0.0933 0.0592 0.0480 0.0442 0.0400 0.0333 0.0283 0.0250 0.0217 Hydrostatic Air Diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 Air Viscosity (μ) Pas 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 Reynolds Number 0.052 0.042 0.034 0.026 0.024 0.016 0.012 0.010 0.008 0.008 0.178 0.072 0.061 0.050 0.045 0.031 0.025 0.020 0.018 0.016 0.178 0.113 0.072 0.058 0.053 0.048 0.040 0.034 0.030 0.026 34 | P a g e Table 8 Calculated Reynolds number for beaten pulp sheets at 2000 revolution, after measuring air flow using Bendtsen air permeance tester. Air Flow (ml/min) Air Flow (m/s) 2200 500 320 220 190 170 110 90 80 60 8820 700 480 350 290 210 150 110 90 70 8820 1000 920 750 500 460 350 240 140 95 0.0367 0.0083 0.0053 0.0037 0.0032 0.0028 0.0018 0.0015 0.0013 0.0010 0.1470 0.0117 0.0080 0.0058 0.0048 0.0035 0.0025 0.0018 0.0015 0.0012 0.1470 0.0167 0.0153 0.0125 0.0083 0.0077 0.0058 0.0040 0.0023 0.0016 Hydrostatic Air diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 Air Viscosity (μ) Pas 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 Reynolds Number 0.044 0.010 0.006 0.004 0.004 0.003 0.002 0.002 0.002 0.001 0.178 0.014 0.010 0.007 0.006 0.004 0.003 0.002 0.002 0.001 0.178 0.020 0.019 0.015 0.010 0.009 0.007 0.005 0.003 0.002 35 | P a g e Table 9 Calculated Reynolds number for beaten pulp sheets at 3000 revolution, after measuring air flow using Bendtsen air permeance tester. Air Flow (ml/min) Air Flow (m/s) 2000 90 35 25 15 14 10 10 10 9 4200 220 70 45 35 30 25 20 18 15 5850 280 110 80 55 45 35 30 30 25 0.0333 0.0015 0.0006 0.0004 0.0003 0.0002 0.0002 0.0002 0.0002 0.0002 0.0700 0.0037 0.0012 0.0008 0.0006 0.0005 0.0004 0.0003 0.0003 0.0003 0.0975 0.0047 0.0018 0.0013 0.0009 0.0008 0.0006 0.0005 0.0005 0.0004 Hydrostatic Air diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 0.0000169 1.29 Air Viscosity (μ) Pas 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 Reynolds Number 0.040 0.002 0.001 0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.085 0.004 0.001 0.001 0.001 0.001 0.001 0.000 0.000 0.000 0.118 0.006 0.002 0.002 0.001 0.001 0.001 0.001 0.001 0.001 36 | P a g e Table 10 Mass flows for unbeaten and beaten pulp sheets to different revolutions, after measuring pressure increase at 20 kPa using vacuum dewatering equipment at 2 ms dwell time. (msec) (sec) (kPa) (Pa) 2 0.002 1 1000 Molecular mass of air M (kg.mol-1) 0.029 0.3 Gas Constant R (Nm.mol1 .K-1) 8.31 2 0.002 0.95 950 0.029 0.3 8.31 293 1.69724 2 0.002 0.8 800 0.029 0.3 8.31 293 1.42926 2 0.002 0.75 750 0.029 0.3 8.31 293 1.33993 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.6 600 0.029 0.3 8.31 293 1.07194 2 0.002 0.5 500 0.029 0.3 8.31 293 0.89329 2 0.002 0.4 400 0.029 0.3 8.31 293 0.71463 2 0.002 0.9 900 0.029 0.3 8.31 293 1.60792 2 0.002 0.75 750 0.029 0.3 8.31 293 1.33993 2 0.002 0.7 700 0.029 0.3 8.31 293 1.25060 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.6 600 0.029 0.3 8.31 293 1.07194 2 0.002 0.5 500 0.029 0.3 8.31 293 0.89329 2 0.002 0.4 400 0.029 0.3 8.31 293 0.71463 2 0.002 0.4 400 0.029 0.3 8.31 293 0.71463 2 0.002 0.8 800 0.029 0.3 8.31 293 1.42926 2 0.002 0.7 700 0.029 0.3 8.31 293 1.25060 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.6 600 0.029 0.3 8.31 293 1.07194 2 0.002 0.55 550 0.029 0.3 8.31 293 0.98261 2 0.002 0.45 450 0.029 0.3 8.31 293 0.80396 2 0.002 0.35 350 0.029 0.3 8.31 293 0.62530 2 0.002 0.35 350 0.029 0.3 8.31 293 0.62530 2 2 2 2 2 2 2 2 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.6 0.55 0.5 0.45 0.4 0.35 0.3 0.3 600 550 500 450 400 350 300 300 0.029 0.029 0.029 0.029 0.029 0.029 0.029 0.029 0.3 0.3 0.3 0.3 0.3 0.3 0.3 0.3 8.31 8.31 8.31 8.31 8.31 8.31 8.31 8.31 293 293 293 293 293 293 293 293 1.07194 0.98261 0.89329 0.80396 0.71463 0.62530 0.53597 0.53597 Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Dwell Time Δt Pressure difference ΔP Tank Volume V (m3) Temperature T (K) Mass Flow m (kg/sec) 293 1.78657 37 | P a g e Table 11 Mass flows for unbeaten and beaten pulp sheets to different revolutions, after measuring pressure increase at 40 kPa using vacuum dewatering equipment at 2 ms dwell time. (msec) (sec) (kPa) (Pa) 2 0.002 1.37 1370 Molecular mass of air M (kg.mol-1) 0.029 0.3 Gas Constant R (Nm.mol1 .K-1) 8.31 2 0.002 1.24 1240 0.029 0.3 8.31 293 2.21535 2 0.002 1.04 1040 0.029 0.3 8.31 293 1.85804 2 0.002 0.98 980 0.029 0.3 8.31 293 1.75084 2 0.002 0.89 890 0.029 0.3 8.31 293 1.59005 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.55 550 0.029 0.3 8.31 293 0.98261 2 0.002 0.5 500 0.029 0.3 8.31 293 0.89329 2 0.002 0.91 910 0.029 0.3 8.31 293 1.62578 2 0.002 0.85 850 0.029 0.3 8.31 293 1.51859 2 0.002 0.8 800 0.029 0.3 8.31 293 1.42926 2 0.002 0.75 750 0.029 0.3 8.31 293 1.33993 2 0.002 0.7 700 0.029 0.3 8.31 293 1.25060 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.5 500 0.029 0.3 8.31 293 0.89329 2 0.002 0.4 400 0.029 0.3 8.31 293 0.71463 2 0.002 0.83 830 0.029 0.3 8.31 293 1.48286 2 0.002 0.8 800 0.029 0.3 8.31 293 1.42926 2 0.002 0.75 750 0.029 0.3 8.31 293 1.33993 2 0.002 0.7 700 0.029 0.3 8.31 293 1.25060 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.6 600 0.029 0.3 8.31 293 1.07194 2 0.002 0.55 550 0.029 0.3 8.31 293 0.98261 2 0.002 0.45 450 0.029 0.3 8.31 293 0.80396 2 2 2 2 2 2 2 2 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.78 0.78 0.7 0.65 0.6 0.55 0.5 0.4 780 780 700 650 600 550 500 400 0.029 0.029 0.029 0.029 0.029 0.029 0.029 0.029 0.3 0.3 0.3 0.3 0.3 0.3 0.3 0.3 8.31 8.31 8.31 8.31 8.31 8.31 8.31 8.31 293 293 293 293 293 293 293 293 1.39353 1.39353 1.25060 1.16127 1.07194 0.98261 0.89329 0.71463 Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Dwell Time Δt Pressure difference ΔP Tank Volume V (m3) Temperature T (K) Mass Flow m (kg/sec) 293 2.44760 38 | P a g e Table 12 Mass flows for unbeaten and beaten pulp sheets to different revolutions, after measuring pressure increase at 60 kPa using vacuum dewatering equipment at 2 ms dwell time. (msec) (sec) (kPa) (Pa) 2 0.002 1.39 1390 Molecular mass of air M (kg.mol-1) 0.029 0.3 Gas Constant R (Nm.mol1 .K-1) 8.31 2 0.002 1.25 1250 0.029 0.3 8.31 293 2.23322 2 0.002 1.05 1050 0.029 0.3 8.31 293 1.87590 2 0.002 0.98 980 0.029 0.3 8.31 293 1.75084 2 0.002 0.75 750 0.029 0.3 8.31 293 1.33993 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.55 550 0.029 0.3 8.31 293 0.98261 2 0.002 0.5 500 0.029 0.3 8.31 293 0.89329 2 0.002 0.94 940 0.029 0.3 8.31 293 1.67938 2 0.002 0.9 900 0.029 0.3 8.31 293 1.60792 2 0.002 0.85 850 0.029 0.3 8.31 293 1.51859 2 0.002 0.8 800 0.029 0.3 8.31 293 1.42926 2 0.002 0.75 750 0.029 0.3 8.31 293 1.33993 2 0.002 0.6 600 0.029 0.3 8.31 293 1.07194 2 0.002 0.5 500 0.029 0.3 8.31 293 0.89329 2 0.002 0.55 550 0.029 0.3 8.31 293 0.98261 2 0.002 0.85 850 0.029 0.3 8.31 293 1.51859 2 0.002 0.8 800 0.029 0.3 8.31 293 1.42926 2 0.002 0.75 750 0.029 0.3 8.31 293 1.33993 2 0.002 0.7 700 0.029 0.3 8.31 293 1.25060 2 0.002 0.65 650 0.029 0.3 8.31 293 1.16127 2 0.002 0.55 550 0.029 0.3 8.31 293 0.98261 2 0.002 0.5 500 0.029 0.3 8.31 293 0.89329 2 0.002 0.45 450 0.029 0.3 8.31 293 0.80396 2 2 2 2 2 2 2 2 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.002 0.8 0.75 0.7 0.65 0.6 0.55 0.5 0.5 800 750 700 650 600 550 500 500 0.029 0.029 0.029 0.029 0.029 0.029 0.029 0.029 0.3 0.3 0.3 0.3 0.3 0.3 0.3 0.3 8.31 8.31 8.31 8.31 8.31 8.31 8.31 8.31 293 293 293 293 293 293 293 293 1.42926 1.33993 1.25060 1.16127 1.07194 0.98261 0.89329 0.89329 Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Dwell Time Δt Pressure difference ΔP Tank Volume V (m3) Temperature T (K) Mass Flow m (kg/sec) 293 2.48334 39 | P a g e Table 13 Mass flows for unbeaten and beaten pulp sheets to different revolutions, after measuring pressure increase at 20 kPa using vacuum dewatering equipment at 12 ms dwell time. (msec) (sec) (kPa) (Pas) Molecular mass of air M (kg.mol-1) 12 0.012 2 2000 0.029 0.3 8.31 293 0.59552 12 0.012 1 1000 0.029 0.3 8.31 293 0.29776 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.4 400 0.029 0.3 8.31 293 0.11910 12 0.012 0.4 400 0.029 0.3 8.31 293 0.11910 12 0.012 1.9 1900 0.029 0.3 8.31 293 0.56575 12 0.012 0.9 900 0.029 0.3 8.31 293 0.26799 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.4 400 0.029 0.3 8.31 293 0.11910 12 0.012 0.3 300 0.029 0.3 8.31 293 0.08933 12 0.012 1.4 1400 0.029 0.3 8.31 293 0.41687 12 0.012 0.4 400 0.029 0.3 8.31 293 0.11910 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.4 400 0.029 0.3 8.31 293 0.11910 12 0.012 0.3 300 0.029 0.3 8.31 293 0.08933 12 0.012 0.3 300 0.029 0.3 8.31 293 0.08933 12 0.012 1.3 1300 0.029 0.3 8.31 293 0.38709 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.4 400 0.029 0.3 8.31 293 0.11910 12 0.012 0.3 300 0.029 0.3 8.31 293 0.08933 12 0.012 0.3 300 0.029 0.3 8.31 293 0.08933 12 0.012 0.2 200 0.029 0.3 8.31 293 0.05955 Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Dwell Time Δt Pressure difference ΔP Tank Volume V (m3) Gas Constant R (Nm.mol1 .K-1) Temperature T (K) Mass Flow m (kg/sec) 40 | P a g e Table 14 Mass flows for unbeaten and beaten pulp sheets to different revolutions, after measuring pressure increase at 40 kPa using vacuum dewatering equipment at 12 ms dwell time. (msec) (sec) (kPa) (Pas) Molecular mass of air M (kg.mol-1) 12 0.012 4.5 4500 0.029 0.3 8.31 293 1.33993 12 0.012 2.5 2500 0.029 0.3 8.31 293 0.74441 12 0.012 1.6 1600 0.029 0.3 8.31 293 0.47642 12 0.012 1.2 1200 0.029 0.3 8.31 293 0.35731 12 0.012 1.1 1100 0.029 0.3 8.31 293 0.32754 12 0.012 1 1000 0.029 0.3 8.31 293 0.29776 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 3.5 3500 0.029 0.3 8.31 293 1.04217 12 0.012 2 2000 0.029 0.3 8.31 293 0.59552 12 0.012 1.1 1100 0.029 0.3 8.31 293 0.32754 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 12 0.012 2.5 2500 0.029 0.3 8.31 293 0.74441 12 0.012 1.2 1200 0.029 0.3 8.31 293 0.35731 12 0.012 0.9 900 0.029 0.3 8.31 293 0.26799 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 2.2 2200 0.029 0.3 8.31 293 0.65508 12 0.012 1.1 1100 0.029 0.3 8.31 293 0.32754 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Dwell Time Δt Pressure difference ΔP Tank Volume V (m3) Gas Constant R (Nm.mol1 .K-1) Temperature T (K) Mass Flow m (kg/sec) 41 | P a g e Table 15 Mass flows for unbeaten and beaten pulp sheets to different revolutions, after measuring pressure increase at 60 kPa using vacuum dewatering equipment at 12 ms dwell time. (msec) (sec) (kPa) (Pas) Molecular mass of air M (kg.mol-1) 12 0.012 8 8000 0.029 0.3 8.31 293 2.38210 12 0.012 5.4 5400 0.029 0.3 8.31 293 1.60792 12 0.012 3.8 3800 0.029 0.3 8.31 293 1.13150 12 0.012 2.4 2400 0.029 0.3 8.31 293 0.71463 12 0.012 2 2000 0.029 0.3 8.31 293 0.59552 12 0.012 1.6 1600 0.029 0.3 8.31 293 0.47642 12 0.012 1 1000 0.029 0.3 8.31 293 0.29776 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 4 4000 0.029 0.3 8.31 293 1.19105 12 0.012 2 2000 0.029 0.3 8.31 293 0.59552 12 0.012 1.5 1500 0.029 0.3 8.31 293 0.44664 12 0.012 1.2 1200 0.029 0.3 8.31 293 0.35731 12 0.012 1 1000 0.029 0.3 8.31 293 0.29776 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.6 600 0.029 0.3 8.31 293 0.17866 12 0.012 3.6 3600 0.029 0.3 8.31 293 1.07194 12 0.012 1.6 1600 0.029 0.3 8.31 293 0.47642 12 0.012 1.2 1200 0.029 0.3 8.31 293 0.35731 12 0.012 1.2 1200 0.029 0.3 8.31 293 0.35731 12 0.012 1 1000 0.029 0.3 8.31 293 0.29776 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 12 0.012 3 3000 0.029 0.3 8.31 293 0.89329 12 0.012 1.4 1400 0.029 0.3 8.31 293 0.41687 12 0.012 1.2 1200 0.029 0.3 8.31 293 0.35731 12 0.012 1 1000 0.029 0.3 8.31 293 0.29776 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.8 800 0.029 0.3 8.31 293 0.23821 12 0.012 0.7 700 0.029 0.3 8.31 293 0.20843 12 0.012 0.5 500 0.029 0.3 8.31 293 0.14888 Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Dwell Time Δt Pressure difference ΔP Tank Volume V (m3) Gas Constant R (Nm.mol1 .K-1) Temperature T (K) Mass Flow m (kg/sec) 42 | P a g e Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Table 16 Superficial air velocity for unbeaten and beaten pulp sheets to different revolutions, after measuring mass flow at 20 kPa using vacuum dewatering equipment at 2 ms dwell time. Mass Air Flow (kg/sec) 1.79 1.70 1.43 1.34 1.16 1.07 0.89 0.71 1.61 1.34 1.25 1.16 1.07 0.89 0.71 0.71 1.43 1.25 1.16 1.07 0.98 0.80 0.63 0.63 1.07 0.98 0.89 0.80 0.71 0.63 0.54 0.54 Air Density (kg/m3) 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Cross Section Area (m2) 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 Air Velocity (m/sec) 49.462 46.989 39.570 37.097 32.150 29.677 24.731 19.785 44.516 37.097 34.623 32.150 29.677 24.731 19.785 19.785 39.570 34.623 32.150 29.677 27.204 22.258 17.312 17.312 29.677 27.204 24.731 22.258 19.785 17.312 14.839 14.839 43 | P a g e Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Table 17 Superficial air velocity for unbeaten and beaten pulp sheets to different revolutions, after measuring mass flow at 40 kPa using vacuum dewatering equipment at 2 ms dwell time. Mass Air Flow (kg/sec) 2.45 2.22 1.86 1.75 1.59 1.16 0.98 0.89 1.63 1.52 1.43 1.34 1.25 1.16 0.89 0.71 1.48 1.43 1.34 1.25 1.16 1.07 0.98 0.80 1.39 1.39 1.25 1.16 1.07 0.98 0.89 0.71 Air Density (kg/m3) 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Cross Section Area (m2) 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 Air Velocity (m/sec) 67.763 61.333 51.441 48.473 44.021 32.150 27.204 24.731 45.011 42.043 39.570 37.097 34.623 32.150 24.731 19.785 41.054 39.570 37.097 34.623 32.150 29.677 27.204 22.258 38.580 38.580 34.623 32.150 29.677 27.204 24.731 19.785 44 | P a g e Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Table 18 Superficial air velocity for unbeaten and beaten pulp sheets to different revolutions, after measuring mass flow at 60 kPa using vacuum dewatering equipment at 2 ms dwell time. Mass Air Flow (kg/sec) 2.48 2.23 1.88 1.75 1.34 1.16 0.98 0.89 1.68 1.61 1.52 1.43 1.34 1.07 0.89 0.98 1.52 1.43 1.34 1.25 1.16 0.98 0.89 0.80 1.43 1.34 1.25 1.16 1.07 0.98 0.89 0.89 Air Density (kg/m3) 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Cross Section Area (m2) 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 Air Velocity (m/sec) 68.752 61.828 51.935 48.473 37.097 32.150 27.204 24.731 46.494 44.516 42.043 39.570 37.097 29.677 24.731 27.204 42.043 39.570 37.097 34.623 32.150 27.204 24.731 22.258 39.570 37.097 34.623 32.150 29.677 27.204 24.731 24.731 45 | P a g e Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Table 19 Superficial air velocity for unbeaten and beaten pulp sheets to different revolutions, after measuring mass flow at 20 kPa using vacuum dewatering equipment at 12 ms dwell time. Mass Air Flow (kg/sec) Air Density (kg/m3) 0.60 0.30 0.24 0.15 0.21 0.15 0.12 0.12 0.57 0.27 0.21 0.18 0.15 0.15 0.12 0.09 0.42 0.12 0.24 0.15 0.15 0.12 0.09 0.09 0.39 0.21 0.15 0.15 0.12 0.09 0.09 0.06 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Cross Section Area (m2) 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 Air Velocity (m/sec) 16.487 8.244 6.595 4.122 5.771 4.122 3.297 3.297 15.663 7.419 5.771 4.946 4.122 4.122 3.297 2.473 11.541 3.297 6.595 4.122 4.122 3.297 2.473 2.473 10.717 5.771 4.122 4.122 3.297 2.473 2.473 1.649 46 | P a g e Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Table 20 Superficial air velocity for unbeaten and beaten pulp sheets to different revolutions, after measuring mass flow at 40 kPa using vacuum dewatering equipment at 12 ms dwell time. Mass Air Flow (kg/sec) Air Density (kg/m3) Cross Section Area (m2) Air Velocity (m/sec) 1.34 0.74 0.48 0.36 0.33 0.30 0.24 0.24 1.04 0.60 0.33 0.24 0.24 0.21 0.18 0.18 0.74 0.36 0.27 0.24 0.21 0.18 0.18 0.15 0.66 0.33 0.24 0.21 0.15 0.18 0.15 0.18 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 37.097 20.609 13.190 9.892 9.068 8.244 6.595 6.595 28.853 16.487 9.068 6.595 6.595 5.771 4.946 4.946 20.609 9.892 7.419 6.595 5.771 4.946 4.946 4.122 18.136 9.068 6.595 5.771 4.122 4.946 4.122 4.946 47 | P a g e Beaten 3000 Beaten 2000 Beaten 1000 Unbeaten Pulp Table 21 Superficial air velocity for unbeaten and beaten pulp sheets to different revolutions, after measuring mass flow at 60 kPa using vacuum dewatering equipment at 12 ms dwell time. Mass Air Flow (kg/sec) Air Density (kg/m3) Cross Section Area (m2) Air Velocity (m/sec) 2.38 1.61 1.13 0.71 0.60 0.48 0.30 0.24 1.19 0.60 0.45 0.36 0.30 0.24 0.21 0.18 1.07 0.48 0.36 0.36 0.30 0.24 0.21 0.15 0.89 0.42 0.36 0.30 0.24 0.24 0.21 0.15 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 0.028 65.950 44.516 31.326 19.785 16.487 13.190 8.244 6.595 32.975 16.487 12.366 9.892 8.244 6.595 5.771 4.946 29.677 13.190 9.892 9.892 8.244 6.595 5.771 4.122 24.731 11.541 9.892 8.244 6.595 6.595 5.771 4.122 48 | P a g e Table 22 Calculated Reynolds numbers for unbeaten and beaten pulp sheets to different revolution, after measuring air flow at 20 kPa using vacuum dewatering equipment at 2 ms dwell time. Air Flow (m/s) 49.4621 46.9890 39.5697 37.0966 32.1504 29.6773 24.7311 19.7849 44.5159 37.0966 34.6235 32.1504 29.6773 24.7311 19.7849 19.7849 39.5697 34.6235 32.1504 29.6773 27.2042 22.2580 17.3117 17.311748 29.677282 27.204175 24.731068 22.257961 19.784855 17.311748 14.838641 14.838641 Hydrostatic Air Diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Air Viscosity (μ) Pas Reynolds Number 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 59.907 56.912 47.926 44.930 38.939 35.944 29.953 23.963 53.916 44.930 41.935 38.939 35.944 29.953 23.963 23.963 47.926 41.935 38.939 35.944 32.949 26.958 20.967 20.967 35.944 32.949 29.953 26.958 23.963 20.967 17.972 17.972 49 | P a g e Table 23 Calculated Reynolds numbers for unbeaten and beaten pulp sheets to different revolution, after measuring air flow at 40 kPa using vacuum dewatering equipment at 2 ms dwell time. Air Flow (m/s) 67.7631 61.3330 51.4406 48.4729 44.0213 32.1504 27.2042 24.7311 45.0105 42.0428 39.5697 37.0966 34.6235 32.1504 24.7311 19.7849 41.0536 39.5697 37.0966 34.6235 32.1504 29.6773 27.2042 22.257961 38.580466 38.580466 34.623496 32.150389 29.677282 27.204175 24.731068 19.784855 Hydrostatic Air Air Diameter, Viscosity Reynolds Density(δ) Dh (μ) Number kg/m3 (meter) Pas 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 82.072 74.285 62.303 58.709 53.317 38.939 32.949 29.953 54.515 50.921 47.926 44.930 41.935 38.939 29.953 23.963 49.723 47.926 44.930 41.935 38.939 35.944 32.949 26.958 46.727 46.727 41.935 38.939 35.944 32.949 29.953 23.963 50 | P a g e Table 24 Calculated Reynolds numbers for unbeaten and beaten pulp sheets to different revolution, after measuring air flow at 60 kPa using vacuum dewatering equipment at 2 ms dwell time. Air Flow (m/s) 68.7524 61.8277 51.9352 48.4729 37.0966 32.1504 27.2042 24.7311 46.4944 44.5159 42.0428 39.5697 37.0966 29.6773 24.7311 27.2042 42.0428 39.5697 37.0966 34.6235 32.1504 27.2042 24.7311 22.257961 39.569709 37.096602 34.623496 32.150389 29.677282 27.204175 24.731068 24.731068 Hydrostatic Air Diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Air Viscosity (μ) Pas Reynolds Number 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 83.271 74.884 62.902 58.709 44.930 38.939 32.949 29.953 56.312 53.916 50.921 47.926 44.930 35.944 29.953 32.949 50.921 47.926 44.930 41.935 38.939 32.949 29.953 26.958 47.926 44.930 41.935 38.939 35.944 32.949 29.953 29.953 51 | P a g e Table 25 Calculated Reynolds numbers for unbeaten and beaten pulp sheets to different revolution, after measuring air flow at 20 kPa using vacuum dewatering equipment at 12 ms dwell time. Air Flow (m/s) 16.4874 8.2437 6.5950 4.1218 5.7706 4.1218 3.2975 3.2975 15.6630 7.4193 5.7706 4.9462 4.1218 4.1218 3.2975 2.4731 11.5412 3.2975 6.5950 4.1218 4.1218 3.2975 2.4731 10.716796 5.7705826 4.1218447 4.1218447 3.2974758 2.4731068 2.4731068 1.6487379 Hydrostatic Air Diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Air Viscosity (μ) Pas Reynolds Number 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 19.969 9.984 7.988 4.992 6.989 4.992 3.994 3.994 18.971 8.986 6.989 5.991 4.992 4.992 3.994 2.995 13.978 3.994 7.988 4.992 4.992 3.994 2.995 12.980 6.989 4.992 4.992 3.994 2.995 2.995 1.997 52 | P a g e Table 26 Calculated Reynolds numbers for unbeaten and beaten pulp sheets to different revolution, after measuring air flow at 40 kPa using vacuum dewatering equipment at 12 ms dwell time. Air Flow (m/s) 37.0966 20.6092 13.1899 9.8924 9.0681 8.2437 6.5950 6.5950 28.8529 16.4874 9.0681 6.5950 6.5950 5.7706 4.9462 4.9462 20.6092 9.8924 7.4193 6.5950 5.7706 4.9462 4.9462 18.136117 9.0680583 6.5949515 5.7705826 4.1218447 4.9462136 4.1218447 4.9462136 Hydrostatic Air Air Diameter, Viscosity Reynolds Density(δ) Dh (μ) Number kg/m3 (meter) Pas 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 44.930 24.961 15.975 11.981 10.983 9.984 7.988 7.988 34.946 19.969 10.983 7.988 7.988 6.989 5.991 5.991 24.961 11.981 8.986 7.988 6.989 5.991 5.991 21.966 10.983 7.988 6.989 4.992 5.991 4.992 5.991 53 | P a g e Table 27 Calculated Reynolds numbers for unbeaten and beaten pulp sheets to different revolution, after measuring air flow at 60 kPa using vacuum dewatering equipment at 12 ms dwell time. Air Flow (m/s) 65.9495 44.5159 31.3260 19.7849 16.4874 13.1899 8.2437 6.5950 32.9748 16.4874 12.3655 9.8924 8.2437 6.5950 5.7706 4.9462 29.6773 13.1899 9.8924 9.8924 8.2437 6.5950 5.7706 24.731068 11.541165 9.8924273 8.2436894 6.5949515 6.5949515 5.7705826 4.1218447 Hydrostatic Air Diameter, Density(δ) Dh kg/m3 (meter) 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 0.0000169 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 1.29 Air Viscosity (μ) Pas Reynolds Number 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 0.000018 79.876 53.916 37.941 23.963 19.969 15.975 9.984 7.988 39.938 19.969 14.977 11.981 9.984 7.988 6.989 5.991 35.944 15.975 11.981 11.981 9.984 7.988 6.989 29.953 13.978 11.981 9.984 7.988 7.988 6.989 4.992 54 | P a g e
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