The Effect of Temperature, Lecithin Content, Voltage, Resistivity, Viscosity, and Surface Tension on Droplets/cm² During Electrostatic Spraying of Oil THESIS Presented in Partial Fulfillment of the Requirements for the Degree Master of Science in the Graduate School of The Ohio State University By Didem Peren Aykas, B.S. Graduate Program in Food Science and Technology The Ohio State University 2012 Master’s Examination Committee: Dr. Sheryl A. Barringer, Advisor Dr. V.M. Balasubramaniam Dr. John Litchfield Dr. Gonul Kaletunc ii Copyright by Didem Peren AYKAS 2012 iii ABSTRACT In the food industry it is important to evenly coat the surface of food when oil soluble flavor, color or nutrients are added. Soybean oil was sprayed on oil sensitive paper at 4, 22 and 47⁰C, 0 to 40kV with 0 to 15% lecithin to determine droplet distribution. Lecithin decreased electrical resistivity, increased viscosity, and first increased then decreased surface tension. Increasing temperature decreased resistivity, viscosity, and surface tension. Increasing voltage decreased the drop size and increased the number of droplets. At 0 kV and 0% lecithin oil did not atomize therefore the drop sizes were significantly larger and the number of droplets/cm2 lower than with electrostatic atomization. 15kV was the threshold voltage for atomization. Increasing lecithin content up to 10% increased the number of droplets/cm2, while further lecithin addition increased, decreased, or had no effect. Increasing voltage and temperature, and decreasing resistivity, viscosity and surface tension produced a higher number of droplets/cm2. Voltage had the greatest effect on the number of droplets followed by lecithin content and temperature. The Weber number for the onset of droplet formation was determined to be 0.01. Droplet size range or span decreased with increasing voltage and lecithin content. Thus, higher voltage, higher temperatures, and 10% lecithin produced the lowest resistivity and the smallest droplets. ii PRACTICAL APPLICATIONS Liquid electrostatic coating can produce more uniform and efficient coating than traditional methods in the snack food industry. From the economic standpoint, high value additive loss will be less and costs will be lower; also products will have higher quality. From the health standpoint, products can be made that have less oil sprayed on the surface. OBJECTIVES There were 3 main objectives in this study; To determine a system which produces high numbers of droplets To determine the effect of temperature and lecithin content on resistivity, viscosity, and surface tension of soybean oil To determine the effect of voltage, resistivity, viscosity, and surface tension on the number of droplets/cm2 and on span of the droplet diameters iii ACKNOWLEDGMENTS I would like to thank you my advisor, Dr. Sheryl A. Barringer, for her guidance, support, patience and advices entire of my education at The Ohio State University. Her encouragement and help have been priceless to me. I would like to thank to my committee members, Dr. V. M. Balasubramaniam, Dr. John Litchfield, and Dr. Gonul Kaletunc for their invaluable guidance and patience throughout my study. Especially i would like to thank Dr. Gonul Kaletunc for her permission to use her Rheometer, and for her kind help, advice and patience in assisting me with data collection and analysis. I received invaluable collaboration from all the current and past members of my lab mates. I would like to thank especially Offy for her wonderful support and also, Ruslan, Paige, Amal, and Kwang. I would also like to thank Huseyin Ayvaz, Jeremy Somerville, and Gabriel Sanglay. I’m grateful to the Republic of Turkey Ministry of Education for providing me the opportunity to complete my M.S. study at The Ohio State University. In addition, I would like to thank American Lecithin Company for their gracious contribution in supplying lecithin for my studies. iv Very special thanks to my parents Belgin and Erdem, and my brother Berk for their unconditional love and support. Finally, I want to thank to my love Emre for all of his patience and love throughout this long journey. v DEDICATION To my parents Belgin and Erdem vi VITA April 28, 1986 ....................................................... Born – Izmir, Turkey 2004 -2008 ........................................................... B.S. Food Engineering, Celal Bayar University, Turkey 2010 to present.................................................... M.S, Department of Food Science and Technology, The Ohio State University, US FIELDS of STUDY Major Field: Food Science and Technology vii TABLE OF CONTENTS ABSTRACT......................................................................................................................................... ii PRACTICAL APPLICATIONS .............................................................................................................. iii OBJECTIVES ..................................................................................................................................... iii ACKNOWLEDGMENTS ..................................................................................................................... iv DEDICATION .................................................................................................................................... vi VITA ................................................................................................................................................ vii FIELDS of STUDY ............................................................................................................................. vii TABLE OF CONTENTS..................................................................................................................... viii LIST OF TABLES ................................................................................................................................. x LIST OF FIGURES .............................................................................................................................. xi 1. INTRODUCTION ............................................................................................................................ 1 2. LITERATURE REVIEW .................................................................................................................... 4 2.1 ELECTROSTATIC ATOMIZATION ................................................................................................. 4 2.2 FACTORS AFFECTS LIQUID ELECTROSTATIC ATOMIZATION....................................................... 9 2.2.1 RESISTIVITY............................................................................................................................ 10 2.2.2 VISCOSITY .............................................................................................................................. 13 2.2.3 SURFACE TENSION ................................................................................................................ 16 2.2.4 VOLTAGE ............................................................................................................................... 21 2.2.4.1 WEBER NUMBER ................................................................................................................ 24 2.2.5 LECITHIN................................................................................................................................ 25 2.2.6 SOYBEAN OIL ......................................................................................................................... 28 2.3 OXIDATION AND OFF-FLAVOR FORMATION ............................................................................ 29 2.4 OIL SENSITIVE PAPER ............................................................................................................... 32 2.5 METHODS TO CLASSIFY THE DROPLETS BY SIZE ...................................................................... 32 3. MATERIALS AND METHODS ....................................................................................................... 37 viii 4. RESULTS AND DISCUSSION......................................................................................................... 47 4.1 ELECTRICAL RESISTIVITY ........................................................................................................... 47 4.2 VISCOSITY ................................................................................................................................. 49 4.3 SURFACE TENSION ................................................................................................................... 50 4.4 EFFECT OF VOLTAGE, LECITHIN CONTENT, AND TEMPERATURE ON THE NUMBER OF DROPLETS/cm2 ............................................................................................................................... 51 4.5 EFFECT OF RESISTIVITY, VISCOSITY, SURFACE TENSION, AND WEBER NUMBER ON THE NUMBER OF DROPLETS/cm2 .......................................................................................................... 55 4.6 EFFECT ON SPAN ...................................................................................................................... 61 5. CONCLUSION .............................................................................................................................. 62 REFERENCES ................................................................................................................................... 63 APPENDIX: TABLES ......................................................................................................................... 71 ix LIST OF TABLES Table 1. Experimental surface tension results at different temperatures of Methanol (Souckova and others 2008). ........................................................................................................................... 19 Table 2. Sunflower oil surface tension with changing concentration of lecithin (Khan and others 2012). ............................................................................................................................................. 20 Table 3. DV0.5 and Relative Span values of different methanol-water formulations (Haq and others 1983). .................................................................................................................................. 34 Table 4. DV0.5 and Relative Span values of different glycerol-water formulations (Haq and others 1983). ............................................................................................................................................. 35 x LIST OF FIGURES Figure 1. Effect of electric field on the surface area of the droplet .............................................. 25 Figure 2. Molecular structure of phosphatidyl choline (Weyland and Hartel 2008) ..................... 27 Figure 3. Distribution of droplets relative to VMD – total volume of the droplets on the left hand side is equal to the total volume of the droplets on the right hand side (Matthews 2000) ......... 33 Figure 4. Illustration of liquid electrostatic coating machine ........................................................ 38 Figure 5. Applicator nozzle with metal electrode which is between two halves of insulating material .......................................................................................................................................... 39 Figure 6. Effects of lecithin content on resistivity at 4, 22, and 47⁰C............................................ 48 Figure 7. Effects of lecithin content on viscosity at 4, 22, and 47⁰C. Viscosity was measured at shear rate 62 s-1 during decreasing shear ...................................................................................... 50 Figure 8. Effects of lecithin content on surface tension at 4, 22, and 47⁰C .................................. 51 Figure 9. Effect of voltage on the number of droplets/cm² at 0, 5, 10, and 15% lecithin and 4, 22, and 47⁰C......................................................................................................................................... 54 Figure 10. Pictures of oil sensitive papers after coating: (A-1) 4⁰C 10% lecithin 25kV, (A-2) 22⁰C 10% lecithin 25kV, (A-3) 47⁰C 10% lecithin 25kV, (B-1) 47⁰C 0% lecithin 40kV, (B-2) 47⁰C 5% lecithin 40kV, (B-3) 47⁰C 10% lecithin 40kV .................................................................................. 55 Figure 11. Effect of resistivity on the number of droplets/cm2 at 0 to 40kV. 0% lecithin results were not included .......................................................................................................................... 56 xi Figure 12. Critical resistivity vs. voltage. 0% lecithin results were not included ........................... 57 Figure 13. Effect of viscosity on the number of droplets/cm2 at 0 to 40kV. 0% lecithin results were not included .......................................................................................................................... 58 Figure 14. Effect of surface tension on the number of droplets/cm2. 0% lecithin results were not included.......................................................................................................................................... 59 Figure 15. Effect of Weber number on the number of droplets/cm2 at 0, 5, 10, and 15% lecithin and 4, 22, and 47⁰C ........................................................................................................................ 60 Figure 16. Effect of voltage on span at 5, 10, and 15% lecithin and 4, 22, and 47⁰C. 0% lecithin results were not included .............................................................................................................. 61 xii 1. INTRODUCTION In an electrostatic atomization system, electrical forces are employed to increase the surface area of the liquid jet and hereby the surface energy to a critical point where the liquid jet becomes unstable and disintegrates into small droplets, or atomizes (Bailey 1974). There are many industrial applications such as fuel injection, paint spraying, production of ceramic powders and aerosol standards, food coating applications and dispersion of pesticides (Okuda and Kelly 1996; Ganan-Calvo and others 1997). Electrostatic spraying has a series of benefits compared to conventional spraying techniques. Since the droplets are charged, agglomeration of droplets is prevented due to repulsion, producing homogenous dispersion of droplets, ease of controlling the droplet size by altering flow rate or conductivity of the liquid, the motion of the droplets can be manipulated precisely by controlling electric and aerodynamic forces. In addition, there is a decrease in the amount of waste due to attraction between charged sprayed droplets and the object being coated, and more uniform coating over the surface (Coffee 1982; Okuda and Kelly 1996; Ganan-Calvo and others 1997). The applied voltage, electrical resistivity, viscosity, surface tension and flow rate of the liquid determine the formation of droplets in electrostatic spraying (Hughes and Pavey 1981). The average droplet diameter decreases with increasing voltage (Coffee 1982). There is an 1 interaction between voltage and resistivity; at higher resistivity the required voltage for atomization is higher (Wilkerson and Gaultney 1989). Electrical resistivity is affected by temperature, viscosity of the solution, and type and concentration of ions in the solution (Adamczewski 1969). The most important factor in coating effectiveness is the electrical resistivity (Downer and others 1994). Generally, temperature of the sample and its resistivity are inversely proportional (Palaniappan and Sastry 1991). The resistivity of the solution depends on the mobility of ions which is decreased by high viscosity. Therefore, the resistivity of a solution is decreased by reducing viscosity (Adamczewski 1969). Increasing lecithin content decreases the resistivity of the solution; therefore it is one of the ionic emulsifiers which is added into liquid to be atomized (Evans and Reynhout 2000; Abu-Ali and Barringer 2005). Good atomization can be achieved if the resistivity of the liquid is kept within the range of 105 to 109 Ωm (Abu-Ali and Barringer 2005). Decreasing resistivity decreases the size of the droplets of soybean oil (Wilkerson and Gaultney 1989), because with decreasing resistivity the charges on the surface of the molecule increases (Bailey and Balachandran 1981) producing a repulsive force that exceeds the surface tension, forcing the droplets to divide. Viscosity is affected by temperature and lecithin content. Viscosity decreases with increasing temperature (Wilkerson and Gaultney 1989) because increasing temperature increases the kinetic energy of the molecules (Schmidt 1997; Nik and others 2007). Sunflower and other types of oil become more viscous when lecithin is added (Bhattacharya and others 1998; Pernetti and others 2007; Rao 2007), but in confectionary coating lecithin decreases the viscosity of the samples (Marthina and Barringer 2012). 2 The electrical forces which arise from the added charge attempt to break the liquid jet into small drops while the surface tension opposes them in order to keep liquid as one huge drop (Hines 1966). This ratio is known as the Weber number, indicates the ratio between the electric field and the surface tension stress (Eow and others 2001). Surface tension is affected by temperature and lecithin content. Increasing temperature decreases the surface tension of most liquids (Kahl and others 2003). Addition of surface-active agents reduces the surface tension resulting in decreased drop diameter at a given voltage (Nawab and Mason 1958). Since the viscosity is directly related to the surface tension the effect of viscosity on the size of atomized droplets is appreciable (Jayasinghe and Edirisinghe 2004). Reduction in either viscosity or surface tension of the liquid significantly increases the number of droplets/cm2 (Matthews 1979). 3 2. LITERATURE REVIEW 2.1 ELECTROSTATIC ATOMIZATION Electrostatic atomization is a developing technology in the food industry which employs liquid or powder electrostatic atomization systems (Abu-Ali and Barringer 2008). In the food industry, with powder electrostatic atomization systems, largely snack foods are coated; potato chips, cakes, donuts, shredded cheeses, crackers, and pretzels are examples (Sumonsiri and Barringer 2011). There are numerous advantages of powder electrostatic coating such as reduced cost by decreasing the loss of raw material, dust reduction, and increased consumer acceptance in terms of taste and appearance (Hughes 1997; Sumonsiri and Barringer 2011). Currently, snack food producers struggle with the problem of coating edible substrates with flavorings, colorants and stabilizers. Current methods have a series of drawbacks. More than one step may be needed. Usually solid seasoning must be dissolved in a bonding agent such as oil or water in order to apply it. The utilization of oil as bonding agent is in the contrast with market demand of using minimum fat in production. Most of the food items cannot tolerate adding water. Solid seasoning adheres to the snack food weakly, although applying a two-step approach which leads to waste of seasoning material and higher costs. Generally, 10% of the seasoning mixture is lost. The flavor and ingredients are usually applied on substrates 4 unevenly. Practically, a carrier such as vegetable oil or fluid fat base material must be employed to demulsify the flavoring, coloring, stabilizing, and incidental additives which are in concentrated form in order to spray them. But, high electrical resistivity values of vegetable oil and fluid fats is a very important drawback which make them unsuitable for electrostatic atomization and spraying. This handicap can be handled by using additives which decreases the resistivity of carrier (Evans and Reynhout 2000). Interest in electrostatics arose from power generation by polarizing dielectric materials with electric fields. But the scientists realized that power generation applications are impractical. In the following years effects of electrostatic forces on charged particles was discovered which is based on manipulating the motion and the adhesion of charged particles (Abu-Ali 2004). Electrostatics can be defined as an interaction between charged particles. These particles can be stationary or moving due to their interaction between them. The source of these interactions comes from the particles themself and their position and not by their motion (Hendricks 1973). Basically electrostatic coating depends on creating electrically charged coating material and a grounded coating target. Thus, the coating material is attracted to the grounded target due to electrical forces which are a consequence of Coulomb’s Law (Hughes 1997). Coulomb’s Law can be defined by two properties; 1) Particles with the same polarity repel each other while particles of opposite polarity are attracted to each other, 2) The mathematical representation of this attraction or repulsion forces are as follows (Hughes 1997; Abu-Ali 2004); 5 and and 2, are the charges of the particles 1 and 2, r is the distance between charges 1 is the permittivity of vacuum which has the value of 8.854 x 10-12 F/m, and is the permittivity of the medium which is hosting the particle . The charge on particles can be related to an excessive amount of electrons or having fewer electrons which are carried by the particle. Therefore, the charge on particles is only associated with the number of electrons of the particle (Hughes 1997). The electrohydrodynamic process is defined as dispersing a liquid into fine droplets by using an electrostatic force to overcome the surface tension of the liquid (Watanabe and others 2003). Among the other techniques it has the ability to produce fine droplets which have a comparatively narrow size distribution (Liu 2000). Regardless of atomization process type, there are three ways of supplying energy to the atomizer unit. These are: new surface formation energy, energy required to overcome viscous forces, and energy losses, respectively. New surface formation energy can be derived from the rate of atomization and size distribution of droplets, if both are known. It is hard to decisively determine the amount of energy which is needed to overcome the viscosity of liquid in order to form new surfaces. On the other hand, viscosity can be used as a parameter in the atomization process (Bailey 1974). Electrostatic atomization is one of the methods for liquid atomization. To carry out electrostatic atomization of liquid, electrical forces are employed for the purpose of exceeding the surface tension of the liquid. With the electrostatic atomization process droplets obtained can be as small as nanometer size. Droplet size and charge can be regulated by properties such as applied voltage and flow rate of the liquid. During the electrostatic atomization process, 6 liquid is sprayed from the nozzle, and this liquid is exposed to electrical shear stress when it comes out from the nozzle. In order to obtain electrostatic atomization an electric potential should be applied to the nozzle and it must be kept constant at the same potential level which enables obtaining uniform droplet size. The liquid starts to be pulled out from the nozzle with the help of electric charges and a meniscus and a jet are formed at a close distance from the departure point of the nozzle. Electrostatic repulsion forces can eject the liquid out of the meniscus or liquid can be dispersed into droplets when the jet formation occurred. There is no mechanical energy application other than to form droplets in electrospraying. The droplets which are formed by electrospraying are highly charged; almost half of the Rayleigh limit (Jaworek 2008). The liquid droplets have an equilibrium state between the maximum charge which could be carried by them and the surface tension of the droplets. This equilibrium state can be disrupted by injecting more charge into the droplets which results in accumulation of excessive charge at the surface that overcomes the surface tension and cause formation of fine droplets. This is known as the Rayleigh limit. Rayleigh proposed a relationship between applied voltage, radius of the droplet and charge carried by the droplet. (eq 2) : Where; V is voltage (V), Q is charge (Coulombs), and a is radius (meter) of the droplets. The charge density which is calculated by this formula can be used in the quantitative statement of the Rayleigh limit (Rayleigh 1882). When the Rayleigh limit is exceeded surface tension of droplets spraying of liquid starts (Jaworek 2008). Electrostatic atomization is an effective process, which can produce droplets down to the order of 100 nm or 10 nm according to some research, and also their replicates give close numbers (Jaworek 2007; Jaworek 2008). 7 When the spraying occurs the droplets do not tend to gather; on the contrary they tend to spread apart (Jaworek 2008). To achieve fine droplets from spraying of fluid, atomization is used. Forming fine droplets is important for many practices such as crop and paint spraying, fuel injection, or some medicinal practices (Michelson 1990). Volume of chemical pesticides needs to be reduced due to environmental and economic reasons. On the other hand, while reducing volume of a pesticide, droplet sizes must also be reduced to perform an effective distribution (Wilkerson and Gaultney 1989). Electrostatic atomization is also known as electrohydrodynamic atomization (EHDA) or electrospraying. In this process, electrostatic forces affect the liquid and the liquid forms fine dispersed droplets (Watanabe and others 2003). The first discussion of this phenomenon is initially in the 1600s. William Gilbert, after Stephen Gray (1731-1732) discussed some of their observations on this topic. Stephen Gray is the person who for the first time wrote down qualitative investigations about this topic. Gray realized a charged stick can pull the liquid droplets into a conic shape, meanwhile, a small pillar ascends from its top and fine droplets occur. In 1915, Zeleny examined this phenomenon, and in 1964 Taylor explained this phenomenon technically (Ahern and Balachandran 2006). There are many atomization techniques for liquids but the most functional ones are; pressure atomizers, two-fluid atomizer, rotary atomizer, effervescent atomizer, electrostatic atomizer, ultrasonic atomizer, whistle atomizer, as an ample and every technique has characteristic advantages (Liu 2000). Advantages of electrostatic atomization are these: when an electric field is applied it’s easy to form fine and uniform droplets. Because of the droplets having the same electrical polarity there is no 8 conjoining of droplets, and narrow size distribution of droplets occurs (Liu 2000; Watanabe and others 2003). When compared with mechanical spraying of pesticides, electrostatic spraying gives more narrow size distributed droplets and more efficient deposition (Inculet and others 1981). Liquid electrostatic atomization is widely used in many areas such as the paint industry, pesticide applications, lubrication of mechanical systems, and printing systems (Inculet and others 1981; Liu 2000; Abu-Ali and Barringer 2005), air conditioning systems, tablet, pill, and capsule coatings with polymer solutions in pharmaceutical industry, water atomization to aerate water and separate detrimental impurities, spray and coat food products such as, candies and bakery products, and to humidify cheese storage rooms (Bayvel and Orzechowski 1993). Also silica particles and zinc sulfide nanoparticles are formed with electrostatic atomization (Lenggoro and others 2000; Mori and Fukumoto 2001; Watanabe and others 2003). Furthermore, it has been applied to highly viscous liquids such as sodium alginate, kcarrageenan, carboxymethyl cellulose, and polyethylene glycol and desired results are obtained with samples which are challenging because of high viscosity of these materials (Watanabe and others 2003). Effective pesticide usage is important to reduce the costs of pesticides and to prevent adverse environmental effects. Therefore, there are multiple studies about pesticides and its electrostatic atomization. 2.2 FACTORS AFFECTS LIQUID ELECTROSTATIC ATOMIZATION In liquid electrostatic coating applications, liquid properties and process parameters determine the effectiveness of the process. Liquid properties are electrical resistivity, viscosity, and surface tension of the solution. On the other hand process parameters which can determine 9 the effectiveness of the process are applied voltage and electric field, and flow rate of the liquid (Jayasinghe and Edirisinghe 2004; Abu-Ali and Barringer 2008). 2.2.1 RESISTIVITY Conductivity of a material is the measure of how easily charges pass through the material. Resistivity, measured in ohm-meter (Ωm), is the reciprocal of conductivity, and as the material’s ability to oppose the electrical flow (Abu-Ali 2004). A solution’s resistivity is affected by a number of factors such as type and concentration of ions in the solution, and viscosity of the solution. Viscosity affected the solution’s resistivity by affecting the mobility of ions in the solution. As the temperature of a solution is increased, kinetic energy of the ions within the solution increases which results in an increase in the mobility of ions in the solution. Therefore temperature has a direct effect on conductivity (Adamczewski 1969). Lecithin is an ion producing agent, and ion concentration in solutions does not depend on temperature, but ion mobility increases by increasing the solution temperature. In a chocolate study, where the temperature was increased from 35 to 50⁰C, all the samples other than cocoa liquor show decrease in electrical resistivity (Gorty and Barringer 2011). The electrical resistivity of tomato juice and orange juice decrease linearly with increasing temperature from 25 to 85⁰C (Palaniappan and Sastry 1991). Resistivity of the liquid is the most critical factor in terms of effective coatings in electrostatic atomization (Downer and others 1994). While the conductivity of a solution depends on the internal components such as the concentrations of ion producing agents, conductance of the solution can be altered by external factors such as temperature and intensity of the electric field being applied. Ionic mobility does not show significant field dependence but the applied electric field can give rise to a higher 10 concentration of ionic charge carriers. This can be related to low activation energy for formation of ionic charge carriers from complex ionic compounds (O'Dwyer 1973). Resistivity; which is the reciprocal of conductivity, is the only factor that introduces an upper limit for stable atomization processes. Resistivity is the most influential factor among the factors which effect droplet size and charge to mass ratio (Wilkerson and Gaultney 1989). High resistivity leads to lower charge to mass ratio which results in larger droplets. On the other hand, electrode voltage required for atomization is affected by resistivity; if the resistivity decreases; required voltage for atomization is lowered (Wilkerson and Gaultney 1989). The fundamental feature of liquids which makes it favorable for electrostatic atomization is its resistivity (Burayev and Vereshchagin 1972). High resistivity prolongs the time for efficient charging of liquid which is detrimental for good atomization (Burayev and Vereshchagin 1972). In a study with soybean oil, resistivity was found which has the greatest effect on droplet size and charge to mass ratio; on the other hand it was the only liquid variable which can determine an upper limit for atomization (Wilkerson and Gaultney 1989). The volumetric resistivity is one of the most important properties of a liquid which is used in electrostatic painting practices. It defines the liquid’s capability for atomization under the applied electric field. If the volumetric resistivity ( of liquids are in the range of 5 x 104 – 5 x 106 Ωm, liquids can be sprayed as fine droplets. Outside this range, the atomization process is severally hampered due to insufficient charging time of particles by the existing electric forces (Burayev and Vereshchagin 1972). For atomization, it has been reported that a liquid with resistivity higher than 1 x 1010 Ωm will not atomize adequately (Wilkerson and Gaultney 1989). Other studies have shown lower limits for oil atomization; 105 to 109 Ωm (Gaultney and others 1987), 105 to 108 Ωm (Abu-Ali and Barringer 2005), or 106 to 108 Ωm (Law 1984). High volumetric 11 resistivity leads to formation of poorly charged particles which means that particles cannot overcome surface tension; therefore the atomization process is hindered. This is the reason behind poor atomization of liquids with low conductivity (Burayev and Vereshchagin 1972). Downer and others (1994) showed the importance of resistivity in the atomization process by conducting research on oil diluted pesticides. When the resistivity of a liquid is lowered, the amount of charge that can be carried by the liquid is increased. Also the liquid can be charged faster by increasing its resistivity. Both of these lead to atomization of the liquid to highly charged fine droplets which have small volumes and diameters. In the electrostatic systems, resistivity of the solution must be in a certain range. Pure vegetable oil’s resistivity is 1014 Ωcm at 25⁰C (Oommen 2002), and this value is too high for atomization (Abu-Ali and Barringer 2005). To achieve vegetable oil atomization, surfactants should be added at 3-20% into the oil (Abu-Ali and Barringer 2005) because they have an ability to lower the resistivity. Pure soybean oil’s resistivity is outside of the atomizable range but addition of 13% lecithin decreased its resistivity more than 3 logs, 1011 to 108 Ωm, entering the atomizable range (Abu-Ali and Barringer 2005). During the electroshydrodynamic spraying of chocolate, if the electrical resistivity decreases, droplet sizes will decrease and also % area coverage will increase. When 1.5%lecithin replaced the same amount cocoa butter in a chocolate sample, resistivity decreased from 7.0 x 109 to 0.1 x 109 Ωm. A chocolate sample containing 0.35% lecithin has a higher resistivity than one containing 1.5% lecithin sample (Gorty and Barringer 2011). By decreasing resistivity, improved atomization processes can be achieved. Fluids which have a resistivity greater than 1x1010 Ωm, cannot atomize adequately. A 2% antistatic additive into bleached soybean oil decreased its resistivity most among 0.9 and 75% crude soybean oil, 0.2% antistatic agent, 20% surfactant+0.2% antistatic agent additive. Bleached 12 soybean oil and 2% antistatic agent mixture’s resistivity reached 1x107 Ωm. The mixture gives the smallest drop sizes and the highest charge to mass ratio among other samples (Wilkerson and Gaultney 1989). In a confectionary coatings study, addition of lecithin significantly decreased resistivity. 1% lecithin addition decreases resistivity of all samples 1 to 2 logs, 5% lecithin addition decreases resistivity an another log, but because of the pure lecithin’s resistivity is close to 5% lecithin added samples resistivity, further lecithin additions are not decreased resistivities much more (Marthina and Barringer 2012). Drop sizes are dramatically increasing when resistivity is increased over 3.7x108 Ωm among chocolate samples with different fat and lecithin contents (Marthina 2011). 2.2.2 VISCOSITY Viscosity is one of the key characteristic properties of all liquids. As liquids flow, an internal friction resists flow and viscosity is the measure of this resistance (Viswanath and others 2007). Attractive forces between the molecules determine the molecule’s viscosity. Increasing temperature decreases viscosity, because increasing temperature increases molecule’s kinetic energy and increasing kinetic energy overcomes the attractive forces, therefore molecules can easily move to past one another. Viscosity affects the solution’s ion mobility, at higher solution viscosity; ion’s ability to move from one point to another is reduced highly and this situation reduces the solution’s ability to conduct charge (Schmidt 1997; Nik and others 2007). The increasing molecular mobility decreases viscosity. On the other hand increasing attractive forces between molecules give a rise to viscosity (Dogan and Kokini 2007). Increasing temperature from 35 to 50⁰C decreases viscosity of chocolate (Gorty and Barringer 2011). In a soybean oil study, droplets sizes increased with increasing viscosity at the same applied voltage. By 13 increasing the voltage, the differences between droplet sizes decreased at the different viscosities (Wilkerson and Gaultney 1989). While the temperature of crude oils increases their kinematic viscosity decreases significantly; this decrease is greater in heavy crude oils than in light ones. The decrease of viscosity is observed in both individual samples and their mixtures (Al-Besharah and others 1989). Viscosities of oils such as soybean, corn, cottonseed, linseed, olive, peanut, rapeseed, coconut and safflower decrease with increasing temperature (Rao 2007). Both shear rate and temperature have an effect on oil viscosity reduction but temperature has greater effect on viscosity than shear rate. Viscosity values of all vegetable oils diminish with increasing temperature (Nik and others 2007). Bitumen viscosity which is around 10000 Pa.s at 0⁰C decreases to almost 0.3 Pa.s with increasing temperature to 100⁰C (Long and others 2007). Lecithin has a very high viscosity, 61.5 Pa.s (Marthina and Barringer 2012); therefore lecithin content affects liquid’s viscosity. Addition of 1.5% versus 0.35% lecithin in chocolate increases its viscosity (Gorty and Barringer 2011). In confectionary coatings, lecithin addition significantly lowers the viscosity (Marthina and Barringer 2012). Addition of lecithin in sunflower oil produces viscous solutions (Pernetti and others 2007). When lecithin content of the lecithinsoybean oil mixture is increased, viscosity increases. At 103 s-1 shear rate, viscosity of oil without any additives was 0.0827 Pa.s; with 25% lecithin added, the sample’s viscosity was 0.1287 Pa.s (Bhattacharya and others 1998). Addition of 2% soy lecithin increased peanut oil viscosity from 0.0345 Pa.s to 0.0414 Pa.s at 30⁰C (Rao 2007). The viscosity of poloxymer gels is the function of lecithin content. Higher the lecithin contents of the gel greater the viscosity (Bentley and others 1999). 14 Viscosity affects the droplet size during electrohydrodynamic atomization. Droplet sizes are increased with increasing viscosity of the sprayed solution (Hartman and others 2000). High viscosity hinders atomization of liquid (Bayvel and Orzechowski 1993). With some highly viscous solutions such as petroleum fuels, a heating process can be used to decrease their viscosity to bring them atomizable range. However for heavy fuels, viscosity is not decreased into the atomizable range with heating (Bayvel and Orzechowski 1993). In Gorty and Barringer’s (2011) study, both during electrostatic and non-electrostatic atomization viscosity had a noteworthy effect on the drop sizes, as viscosity increased drop sizes were increased. If viscosity of a solution is increased, it will prevent droplet formation by preventing liquid disintegration; therefore percent area coverage decreases (Gorty and Barringer 2011). In another study changing water, glycerol, and citric acid content of the atomized mixture, its density, viscosity, and surface tension characteristics changed and increasing viscosities increased the drop sizes and wider droplet size distribution occurs (Jayasinghe and Edirisinghe 2002). The drift of spray from pesticides during spraying applications is an unintentional dispersion of pesticides. Drift causes environmental contamination and achievement costs of applications. Small droplets are more liable to drift than larger ones. Therefore some thickeners, gels, and foaming gels are using to increase viscosity and surface tension of the solution to increase droplet sizes and to prevent drifting (Matthews 1979). In a study which has been made with different solutions showed that, increasing viscosity increases drop sizes and decreases relative span slightly (Haq and others 1983). 15 The shear stress and viscosity can be determined at the average shear rate within the nozzle during the spraying process, which can be calculated from equation 3 (Marthina 2011). Flow characteristics of liquids are related to their viscosities (Viswanath and others 2007). If an emulsion has weak intermolecular interaction, a mixture shows low viscosity and Newtonian behavior, but if it has strong interaction, it shows high viscosity and non-Newtonian behavior. Soybean oil without any additives shows Newtonian behavior, whereas lecithinsoybean oil mixture shows pseudoplastic behavior (Bhattacharya and others 1998). If a liquid shows linear relationship when plotted to shear rate and shear stress, this liquid is a Newtonian liquid and at the same temperature viscosity remains same regardless of the shear rate. For pseudoplastics or shear thinning liquids, viscosity decreases with increasing shear rate (Singh and Heldman 2009). This is a favorable characteristic in terms of atomization, because reduction in viscosities will decrease effect of viscosity on atomization (Lefebvre 1989). 2.2.3 SURFACE TENSION Surface tension is the characteristic of liquids which comes from their desire to minimize their surface area (Tro 2011). While a liquid wants to decrease its surface area, the smallest 16 possible surface area to volume ratio is in the sphere shape and surface tension pulls a drop of the liquid into this shape. Formation of a sphere shape minimizes the total molecules at the liquid surface so that system’s potential energy minimizes. But because of forces such as gravity, liquid cannot generate perfect spheres. The equilibrium shape is determined by forces such as surfaces tension, gravity and electric field. Gravity and electric field are denoted as body forces. While surface tension wants to make a spherical shape, body forces affect to elongate or flatten the drop on the body forces direction (Bateni and others 2005). At the surface of the liquid, molecules make a fewer number of bonds than the interior liquid molecules because surface molecules have relatively fewer neighbors to interact with. Surface molecules are less stable than the interior ones and also surface molecules have higher potential energy. If the surface area of the liquid is increased by an external force as in atomization, interior molecules should be accelerated to the surface of the liquid. The movement of interior molecules to the surface requires an increase in total energy of the liquid which means creating more molecules with high potential energy. The liquid tends to minimize its surface area in response to an increase in concentration of molecules with high energy. To break a big drop into smaller droplets, a specific amount of energy has to be provided. This energy also overcomes liquid’s tendency to minimize the liquid’s surface area (Tro 2011). In electrostatic atomization high surface tension is one of the restrictive factors (Burayev and Vereshchagin 1972). Surface tension is increasing with increasing intermolecular forces. Benzene’s surface tension at room temperature is 28 mN/m while water’s is 72.8 mN/m. The reason is that, dispersion forces between benzene molecules are dramatically weaker than hydrogen bonds between water molecules (Tro 2011). Additionally, at 20⁰C surface tension of milk is 42.3 to 52.1 mN/m, skim milk is 52.7 mN/m, cream (34% milk) is 45.5 mN/m, cotton seed oil is 35.4 mN/m, 17 coconut oil is 33.4 mN/m, olive oil is 33.0 mN/m, sunflower oil is 33.5 mN/m, wine (Chardonnay) (10.8% ethanol) is 46.9 mN/m, diluted wine (Chardonnay) (2.7% ethanol) is 60.9 mN/m (Sahin and Sumnu 2006). Besides intermolecular forces, temperature affects surface tension. Most liquid’s surface tension is decreased with increasing temperature nearly in a linear manner (Kahl and others 2003; Wohlfarth 2008). Because with increasing temperature cohesive forces between molecules decreases and surface tension decreases (Lindeburg 2006). Temperature effects on surface tension are shown in table 1. According to this table, methanol’s surface tension is decreasing when temperature is increasing. 18 Table 1. Experimental surface tension results at different temperatures of Methanol (Souckova and others 2008) Temperature Surface Tension (K) (mN/m) 279.11±0.02 23.87±0.04 282.59±0.02 23.63±0.04 288.30±0.02 23.14±0.02 293.37±0.04 22.73±0.02 296.97±0.01 22.43±0.03 301.54±0.02 21.99±0.01 307.31±0.03 21.43±0.02 311.76±0.06 21.00±0.05 317.66±0.06 20.43±0.05 322.90±0.09 19.83±0.07 326.56±0.05 19.42±0.06 330.01±0.10 19.09±0.03 333.81±0.06 18.63±0.05 In the electrospraying process, electrostatic forces are employed to overcome surface tension forces. Thus, disintegration of liquids into small droplets is achieved (Khan and others 2012). As an emulsifier, lecithin has a property of decreasing surface tension and in systems which consist of water and lecithin both soybean lecithin and egg lecithin can decrease surface tension. Surface tension decreases with the addition of lecithin, and lowers to a minimal value, and then it becomes independent from concentration (Palacios and Wang 2005). Sunflower 19 oil’s surface tension is changed mildly by addition of lecithin (Khan and others 2012). According to table 2; surface tension increases up to 3% lecithin addition, while a decline in the surface tension is observed at 5% lecithin to 10%. By 15% and 20% addition, an increase and decline is observed, again. Table 2. Sunflower oil surface tension with changing concentration of lecithin (Khan and others 2012) Concentration Surface Tension (w/w%) (mN/m) 0 31.0 1 31.5 3 31.6 5 30.5 10 26.1 15 26.3 20 25.4 In electrostatic applications, surface tension has a crucial importance on droplet formation. The electric field which is required to obtain an unstable drop is partially related to surface tension. At the point where the unstable state begins, there is a proportionality between the square of the electric field and the surface tension (Abu-Ali 2004). Surface tension is the binding force which keeps a volume of liquid together. Surface tension is also connected with the activation energy of transport process and molecular migration in liquids with viscosity and ionic mobility, recombination and diffusion coefficients (Adamczewski 1969). Liquids which have higher surface tension form larger droplets than liquids which have lower surface tension when 20 they atomized (Bayvel and Orzechowski 1993). The surface tension effect on liquid electrostatic coating is more related to droplet formation and droplet sizes. In literature, there is no experimental result with surface tension and its effects on evenness or amount delivered of coating (Abu-Ali 2004). Surface tension has an influence on the extent of covering on crops. Low surface tension liquids have a small contact angle when they sprayed and they will spread better on the crop surface; therefore liquids which have lower surface tension will produce higher covering degree on surfaces (Bayvel and Orzechowski 1993). In a study on pesticide atomization, surface tension’s statistically significant effect on droplet size (α=0.05) was found, but it has the least significant effect among conductivity, viscosity, voltage, and mass flow rate (Wilkerson and Gaultney 1989). In terms of coating reproducibility, surface tension has also no significant effect (Abu-Ali and Barringer 2008). In a study, where methanol and water, glycerol and water, and water, diquat and NalcoTrol have been used in different proportions showed that; drop sizes are increased with increasing surface tension. On the other hand, relative span is not changed properly, it changed in a small amount when surface tension is increased (Haq and others 1983). 2.2.4 VOLTAGE The strength of electric field which is generated around the material directly depends on the amount of charge on the material, which is proportional to the current that passes through the material. Since voltage determines the current, it directly affects the amount of charge on material and strength of electrical field (Abu-Ali 2004). There is a limit where the droplet sizes start to increase with increasing voltage which corresponds to a point where the reproducibility starts to decrease (Abu-Ali and Barringer 21 2008). 30kV is the approximate value where droplets have the smallest diameter. The most important factor for liquid electrostatic coating reproducibility is voltage (Abu-Ali and Barringer 2008). The voltage is the primary factor which has the most noteworthy effect on reproducibility alone, and also has an interactive effect with other factors. In this study, from 0 kV to a range of 30-35kV the reproducibility increases progressively. Abu Ali and Barringer’s (2008) electrostatic coating experiments showed the highest reproducibility in the 30-35kV range, and after 35kV reproducibility started to decrease. This phenomenon was explained by Franz and others (1987); applied voltage initially increased charge to mass ratio, but the effect of Corona, discharge, decreased the charge to mass ratio with a further increase of voltage (Franz and others 1987). Both studies have consistent results about charge to mass ratio compared to each other. In another study mean droplet sizes were decreased with increasing voltage due to the effect of voltage on atomization (Downer and others 1994). In an electrostatic atomization system, droplet volume median diameter (VMD) decreased from 160 to 60 µm by increasing the voltage from 14 to 25kV (Wilson 1982). In order to obtain more even spread of oil on the surface the voltage must be increased which leads to smaller droplet size or higher charge to mass ratio. At the optimum voltage, repulsion between the droplets of liquid and their attraction to ground are both at the highest level. Above the optimum voltage charge to mass ratio decreases while droplet size increases (Abu-Ali and Barringer 2008). A liquid with high conductivity cannot retain enough charge to atomize because charges tend to move towards the ground. Charges can move faster in a solution which has high conductivity, therefore they move apart quicker which causes an increase in their relative distance and so reduction in the momentary charge concentration. Conductivity must be minimized in order to create atomization, because high conductivity 22 decreases reproducibility at low voltages. However, effect of conductivity on the atomization process lessens with increasing voltage. 40kV is the point that the conductivity lost its effect on reproducibility because at such high voltage conductivity of the medium becomes insignificant (Abu-Ali and Barringer 2008). When electrostatic atomization is used for pesticide spraying, 2.5 times greater deposition is obtained that of non-electrostatic atomization on plant leaves; 9 times greater deposition is obtained with electrostatic atomization on plant stems (Coffee 1979). Viscosity has a considerable effect on charge diffusion time which means it affects the amount of charge that is retained in the liquid. Therefore, its interaction with the voltage directly influences the reproducibility of the coating. A higher viscosity of liquid means higher charge concentration which leads to more reproducible coating (Abu-Ali and Barringer 2008). While all the other factors are fixed, increasing the flow rate reduces reproducibility due to insufficient time which is required to reach higher charge concentration. At high flow rates more liquid passes through the system which means the same amount of charge is distributed among the higher volume of liquid. Therefore the momentary charge concentration per unit volume decreases which leads to lower reproducibility and poor atomization. Effect of flow rate on reproducibility is significant at all voltages, but it lessens slightly at high voltages (Abu-Ali and Barringer 2008). The threshold voltage can be determined mainly by two factors, the fluid’s resistivity and flow rate (Wilkerson and Gaultney 1989). Due to amount of emulsifier in the solution, conductivity and the viscosity of the mixture are altered. Since emulsifier concentration does not affect reproducibility directly, it implicitly affects reproducibility by modifying viscosity and conductivity of the solution. Thus, interaction between emulsifier and voltage is the combination of conductivity, viscosity, and 23 their interplay with voltage (Abu-Ali and Barringer 2008). Increasing voltage increased charge to mass ratio and the number of droplets/cm2 non-linearly (Wilkerson and Gaultney 1989). 2.2.4.1 WEBER NUMBER Deformation of a droplet can be defined as change in surface area by increasing electric field strength which also decreases the stability of a droplet. Figure 1 provides information about formation of interfacial surface tension with increasing electric force. The ratio between deforming electric force and the interfacial tension reaches a critical point when electric force increases, which leads to formation of smaller droplets. As indicated in the surface tension section, this critical point is where the surface tension and square of the electric field force become proportional by a constant when the droplet is critically unstable. This critical point is defined by a dimensionless parameter called the electrical Weber number. Weber number proposes a relationship between electric field, droplet radius, permittivity, and interfacial surface tension (Ha and Yang 1999). In equation 7, is the dimensionless Weber number, radius, is the permittivity of the continuous phase, is the undeformed drop is the electrical field strength, and is the interfacial surface tension. An alternative method of calculating the Weber number indicates a relationship between density of the liquid, characteristic length, velocity, and surface tension (Berthier 2008). 24 In equation 8, is the dimensionless Weber number, is the density of the liquid, is the velocity of the liquid, is the characteristic length, and is the surface tension. Figure 1. Effect of electric field on the surface area of the droplet 2.2.5 LECITHIN Lecithin is 1, 2-diacyl-sn-glycero-3-phosphocholine (IUPAC-IUB Commission on Biochemical Nomenclature 1977). It has a light brown color (Weyland and Hartel 2008) and contains phosphatides, phytoglycolipids, triglycerides, phytosterols, tocopherols, and free fatty acids (Szuhaj 1983). Lecithin is one of the main components in biological membranes (Pearson and Pascher 1979). Lecithin is generally derived from seeds such as sunflower, canola, rapeseed, corn, or soybean, or from eggs (Magil and others 1981; Shchipunov 1997; Shchipunov 2002). Generally commercially produced lecithins are prepared from soybeans or eggs, and they are named soy lecithin or egg lecithin (Magil and others 1981). Soy lecithin and egg lecithin have differences in their fatty acid and phospholipid contents (Magil and others 1981). If lecithin is 25 produced from a seed it is usually produced from the soybean, the richest source of lecithin. Lecithin has continuous availability, perfect properties of emulsification, color, and taste (Nieuwenhuyzen 1976; Orthoefer 1998). Lecithin is a by-product of the refinement process of the seed (Shchipunov 1997; Shchipunov 2002). It is a non-toxic and safe ingredient (Shinoda and others 1991). Lecithin is one of the important members of the surfactant family. Researchers have been studying lecithin for a long time because of its important properties such as it is one of the main parts of the biological membrane’s lipid matrix, it is naturally formed and a biocompatible surfactant, and in solutions it can create micelles and liposomes, can be self-organizing into liquid-crystalline structures, can dissolve and stabilize dispersions, and it can wet and cover surfaces (Shchipunov 1997; Orthoefer 1998; Shchipunov 2002). In aliphatic, halogenated, aromatic hydrocarbons, alcohols, esters, ethers, water, and aqueous solutions lecithin is miscible and dissolvable, but it is not soluble in acetone and some ketones (Shchipunov 1997; Shchipunov 2002). For this reason, acetone is used in purification processes (Shchipunov 2002). Lecithin has very wide usages because of its functional properties. It can be used as an emulsifier, antispatter, instantizing, wetting, dispersing, release agent, viscosity modifier, and diet supplementing agent (Orthoefer 1998; Shchipunov 2002). Lecithin is an amphiphilic molecule; which has both lipophilic and hydrophilic properties, and this amphiphilic structure is responsible for its surface active components. The phosphatidyl group in its structure is the hydrophilic component which tends to be in the aqueous phase. Its fatty acid chains are the lipophilic component and tends to be in the lipid phase. The 26 phopsphatidyl choline is the main component of the lecithin and structure is given in the figure 2. In this molecular structure R1 and R2 are the alkyl chains (Weyland and Hartel 2008). Figure 2. Molecular structure of phosphatidyl choline (Weyland and Hartel 2008) Lecithin is an ionic emulsifier and this property gives it the ability of carrying charge (Abu-Ali 2004). Adding lecithin into oil decreases resistivity and assists good atomization. In one study it was found that addition of 13% lecithin into the soybean oil gives best atomization. Also that amount of lecithin decreased the soybean oil’s resistivity by 3 logs; from 108 to 1011 Ωm (Abu-Ali and Barringer 2005). Lecithin is commonly used in the food industry. The main use is in the margarine industry, followed by baking, confectionary, snack food, instant food, cheese, meat and poultry, dairy, imitation dairy, and ice cream industries, and packaging aid industry (Shchipunov 2002). For nonfood applications, it is used in animal feed, cosmetics, soaps, paints, ink and polymer coatings, metal processing, masonry and asphalt products, and textiles (Szuhaj 1983; Shchipunov 2002). Wide ranging lecithin applications are due to its appropriate colloid features and expanded functional benefits (Shchipunov 2002). 27 Lecithin exists in every living cell, including both animals and plants, and is related to all of the vital functions such as metabolism, breathing, energy production, energy transportation, and nerve function (Orthoefer 1998). Recent research showed that lecithin usage has positive effects on cholesterol metabolism, brain functions, reproductive health, liver and hearth health, memory improvement, physical activity increasement, and cancer risk reduction (Knuiman and others 1989; Orthoefer 1998). 2.2.6 SOYBEAN OIL Soybean oil is commonly used in most electrostatic coating practices (Abu-Ali 2004). Soybean oil has high resistivity, by this way benefited from its insulation properties, and also it doesn’t dissolve ionic materials or gases well, and this situation diminishes its potential for unaccounted for variations in conductivity (Abu-Ali 2004). For good atomization resistivity must be below a certain range. Pure soybean oil’s resistivity is too high to achieve atomization therefore researchers add some compounds to the oil. By adding ionic emulsifiers like lecithin and charged molecules which have a hydrophobic end like alcohols, resistivity of the pure soybean oil can be lowered. With these additions pure soybean oil which has insulator characteristics can be altered to a dielectric solution (Abu-Ali 2004). Resistivity of soybean oil increases with decreasing temperature. As the temperature goes from 100⁰C to -5⁰C the resistivity increases from 0.251 to 100 Tohm.cm on the logarithmic scale (Tekin and Hammond 1998). Apart from the temperature, polar compounds decrease the resistivity, but especially water, phospholipids, and monoglycerides have the greatest effect. By 28 the addition of 400 mg/kg phospholipid into alumina-purified soybean oil its resistivity decreased from 23.7 to 0.016 Tohm.cm (Tekin and Hammond 1998). Water addition decreases the resistivity too much so water addition does not achieve atomization. According to Abu-Ali and Barringer (2005) pure oil needs 3-20% surfactant addition to reached the oil atomizable range. Also in their study, liposome containing water in oil emulsions were formed to allow atomization. Pure soybean oil does not atomize, instead jet formation occurs. This characteristic assisted to search out the effects of the solution properties on atomization (Abu-Ali 2004). 2.3 OXIDATION AND OFF-FLAVOR FORMATION Off-flavor compounds in oils are produced during the oxidation process. Oxidation makes oil less acceptable or unacceptable for consumers and also oil becomes unacceptable regarding its food ingredient usage. Oxidized oil’s essential fatty acids’ are destroyed, also toxic compounds and oxidized polymers are produced. The oxidation of oil has a great importance to the palatability, toxicity, and nutritional value. In terms of edible oils during process and storage, oxidation may occur. Several chemical mechanisms might be responsible of this formation. Energy input is required in edible oil oxidation, and light or heat can cover this need. Besides the energy input, fatty acid composition, types of oxygen (1O2 or 3O2), existence of minor compounds such as metals, pigments, phospholipids, free fatty acids, mono and diacylglycerols, thermally oxidized compounds, and antioxidants can affect oxidation (Choe and Min 2006). If two oils with different unsaturated fatty acid concentrations are compared, the one which has higher unsaturated fatty acid will oxidize more rapidly than the one that has less unsaturated fatty acid (Parker and others 2003). 29 While unsaturated fatty acid number increases, oil becomes more sensitive to oxidation. Soybean oil contains 15.2% saturated fatty acids, 23.3% mono-saturated fatty acids, 53.4% diunsaturated fatty acids, and 8.1 tri-unsaturated fatty acids. On the other hand, peanut oil contains 18.4% saturated fatty acids, 61.4% mono-saturated fatty acids, 20.1% di-unsaturated fatty acids, and 0.1 tri-unsaturated fatty acids. Therefore while soybean oil is more sensitive to oxidation, peanut oil is more resistant to oxidation (Le Dréau and others 2009). Iodine number or iodine value is the amount of iodine in g absorbed by 100 g oil, fat, or wax (Nielsen 2010). Iodine number measures the degree of unsaturation in a given amount of oil, fat, or wax. Induction period is the length of time until detect rancidity in oil or it is the lag period of lipid oxidation (O'Keefe and Murphy 2010). Soybean oil, safflower, or sunflower oil, which have iodine numbers higher than 135, have shorter induction period than coconut or palm kernel oil, which have iodine numbers less than 20 (Tan and others 2002). During the oxidation of oil, peroxides are produced and, peroxide value gives the amount of produced peroxides. The peroxide value can be defined as the miliequivalents (mEq) of peroxide per kilogram of sample (O'Keefe and Murphy 2010). Oils which have higher than 20 peroxide values indicate poor quality and most probably have off flavor fats and oils. For soybean oil, peroxide values of 1-5 indicate low levels of oxidation, 5-10, and 10 indicates medium and high levels of oxidation, respectively (O'Keefe and Murphy 2010). 4 different frying oils used and fried potato chips were stored at 63⁰C. Among the cottonseed oil, olive kernel oil, soybean oil and palmolein, soybean oil showed the highest oxidation rate. Soybean oil samples gave the highest peroxide value where cotton seed oil is ranked second. Soybean oil has the largest amount of linolenic acid content (C18:3) among samples and in terms of linoleic acid (C18:2), soybean oil is ranked second just after cotton seed oil (Lolos and others 1999). 30 Plant-sourced lecithins have similar fatty acid contents to their originated plants. Soybean sourced lecithins have a high content of linoleic and linolenic acids, which are highly sensitive to oxidation (Suriyaphan and others 2001). In reduced-fat Cheddar cheese with lecithin, this has been used as a fat extender, but lecithin related off-flavors developed after 3 months ripening. These off-flavors are; (E)-2-nonenal, (E,E)-2,4-nonadienal, (E,Z)-2,4-decadienal, and (E,E)-2,4-decadienal, which are linoleic acid oxidation products. On the other hand, hydrogenated lecithin samples remove this problem (Suriyaphan and others 1999). Unmodified soybean and rice lecithins results in off-flavor in fermented milk. Therefore it has been concluded that unmodified soy or rice lecithins are not appropriate for fermented milk but hydrogenated soy lecithin can be used in fermented milk (Suriyaphan and others 2001). The autoxidation of oil increases with increasing temperature. At low temperatures, generation of autoxidation products is slower in the induction period (Velasco and Dobarganes 2002; Choe and Min 2006). At high temperatures new oxidation compound formation is very fast (Velasco and Dobarganes 2002). On the other hand, oxidation rate is related to the temperature, increasing temperatures increases oxidation. Every 10⁰C increase in temperature doubles the oxidation rate (Gill 2009). To reduce oxidation rate during storage or processing temperature should be reduced, light and oxygen should be excluded, antioxidants should be used and metals should be removed from the system (Choe and Min 2006). To reduce oxidation and off-flavor formation it is important to keep the soybean oil and soybean lecithin at low temperature. 31 2.4 OIL SENSITIVE PAPER Oil sensitive paper can be used to count droplets in electrostatic atomization applications. Oil sensitive paper has been employing for the rapid computation of oil-based sprays, ultra-low volume suspensions, oil miscible liquids, undiluted emulsifiable concentrates and soluble concentrates. In this paper, firm black colored paper is covered with thin white colored oil soluble wax. When the oil based droplets touch the wax surface, it dissolves the oil based solution and the black surface is seen at the surface (Syngenta 1996). 2.5 METHODS TO CLASSIFY THE DROPLETS BY SIZE The droplets which have been generated with the spraying can be as small as 10 nm and for desired spraying the equipment should be chosen and/or regulated to form the desired droplet size, including adjusting the equipment settings. In practice, it is almost impossible to produce all the same size droplets, because they are always in a range (Anonymous 2002). Instead of defining a droplet by its diameter, its properties can be more accurately expressed by defining volume related parameters. Volume Median Diameter (VMD), also known as DV0.5, is one method used to classify the droplets by size. In spraying systems, diameters of the droplets vary in a broad range which creates the necessity for determining VMD for certain conditions. VMD is the most common parameter employed to define droplet size (Matthews 2000). VMD refers to the actual diameter of the droplet which lies at the mid-point for the total volume of the droplets. The total volume of droplets with diameters below the VMD is equal to the total volume of droplets which have higher diameter than VMD (Matthews 2000). 32 Figure 3. Distribution of droplets relative to VMD – total volume of the droplets on the left hand side is equal to the total volume of the droplets on the right hand side (Matthews 2000) DV0.1 is the diameter of the droplet in which 10% of the total droplet volume is smaller. DV0.9 is the diameter of the droplet for which 90% of the droplet volume is smaller or 10% of the droplet volume is larger. DV0.5 is a widely used descriptive value for drop size. However, a larger DV0.9 value indicates less droplets per unit area, which means the sprayed volume of the liquid disintegrated into fewer droplets. In some application areas higher DV0.9 values can indicate waste of the spraying material. On the other hand, high DV0.1 value indicates more droplets per unit area which means an increase in the number of droplets with small diameters (Anonymous 2002). Relative Span (RS) is defined as the ratio between the width of the volume distribution and the volume median diameter (eq 9). The smaller the RS, the less diversity among droplet sizes; in other words the smaller the RS the more homogenous the droplet spectra (Anonymous 2002). 33 Span or range shows the range of the droplet diameters (eq 10) (Elversson and others 2003). (10) Table 3. DV0.5 and Relative Span values of different methanol-water formulations (Haq and others 1983) * Formulation* Temperature (⁰C) 5% methanol Viscosity (cP) 21 Surface Tension (dynes/cm) 62.6 1.01 DV0.5 (µm) 420 Relative Span 0.60 15% methanol 20 53.4 1.38 399 0.59 25% methanol 26 48.4 1.56 389 0.52 35% methanol 26 41.2 1.62 358 0.66 50% methanol 26 34.3 1.50 350 0.65 65% methanol 25 31.7 1.41 326 0.67 75% methanol 18 29.4 1.31 287 0.61 90% methanol 18 24.4 0.98 274 0.70 Rest of the formulation includes water 34 Table 4. DV0.5 and Relative Span values of different glycerol-water formulations (Haq and others 1983) * Formulation* Temperature (⁰C) 72% glycerol Viscosity (cP) 23 Surface Tension (dynes/cm) 69.5 28.04 DV0.5 (µm) 526 Relative Span 0.87 68% glycerol 32 71.0 18.44 491 0.88 60% glycerol 26 69.1 9.41 479 0.89 35% glycerol 26 71.0 2.98 496 0.79 25% glycerol 25 70.2 2.21 501 0.76 20% glycerol 23 70.7 1.85 487 0.97 10% glycerol 19 72.1 1.44 431 1.23 Rest of the formulation includes water The DepositScan program gives DV1, 5, and 9 values (µm), percent coverage, image area (cm²), deposits/cm², deposition (µL/cm²), object number, image spot area (µm²), and actual diameter (µm). The program calculates the spot area (A, µm2). A was acquired from the number of spot image pixels divided by the scanning resolution (Zhu and others 2011). The actual droplet diameter (d, µm) was calculated from the spot area (A): Where, √ Which becomes, 35 DepositScan program calculates percent coverage from total image spot area divided by image area and multiplied by 100. Image area is used as the oil sensitive paper’s area in cm². Deposits/cm² is calculated from total object number on paper divided by image area. Deposition is calculated from a series of calculations; individual droplet volume, Vi, is calculated from eq 13; Total of the individual droplet volume is divided by image area to calculate deposition. 36 3. MATERIALS AND METHODS Soybean oil (The Kroger Co., Cincinnati, OH) was prepared by adding 0, 5, 10, or 15% w/w lecithin (Alcolec-S, American Lecithin Company, Oxford, CT). The solution was mixed manually with a glass stirring rod for 1 min and the solution was allowed to rest 10 min to allow the bubbles inside the solution to dissipate. The coating targets were 5.2x7.6 cm oil sensitive paper (TeeJet, Spraying Systems Co. Wheaton, IL). The oil was sprayed onto the targets by a TDC liquid electrostatic coating machine (Terronics Development Corporation, Elwood, IN) (Figure 4). The electrostatic coating system consisted of a variable speed gear pump (74012-51, Cole-Parmer Instrument Company, Vernon Hills, IL), hipotronics voltage source (Terronics Development Corporation, Elwood, IN), a conveyor belt, and an applicator nozzle. The schematic of the nozzle is given in figure 5. The applicator nozzle consisted of two halves of insulating material with serrated edges. The metal electrode, which was between the two halves of the nozzle and charged the liquid, had a thickness of 0.0762 mm and width of 152.39 mm. The experiment was performed at 6 different voltages: 0kV and electrostatic voltages -15, -20, -25, -30, and -40kV. 37 Figure 4. Illustration of liquid electrostatic coating machine Each of the coating targets was placed on the aluminum-foil conveyor belt 12.1 cm from the conveyor belt’s left edge, which was found to give the most reproducible results. The gear pump was set at speed 2 out of 12 which produced a flow rate of 9.91 g/min. To determine the flow rate, the oil coming from the nozzle for 1 min was measured. The conveyor belt speed was 8.4cm/sec. To determine the conveyor speed, tape was attached to the starting point of the conveyor belt, the belt was turned on, a stopwatch was started, and when the tape came to the end point of the conveyor belt the stopwatch was stopped. The length of the conveyor belt was 205 cm. The total length was divided by the measured time. 38 Figure 5. Applicator nozzle with metal electrode which is between two halves of insulating material Immediately after the coating process, the oil sensitive papers were carefully placed on a copy stand for 10 sec, to allow the color to change from yellow to black. The camera was set on the copy stand 23.5 cm vertically above the copy stand’s base. After the color change, pictures were taken with a camera (Nikon Coolpix L120, with 21X optical zoom, Nikon, Inc. Melville, NY). The pictures were taken with 1x optical zoom (equivalent to 25mm lens, 1/20, F3.1) with no photo-flash. After the pictures were taken, they were uploaded into the computer, and analyzed by the DepositScan program (Portable Scanning System for Spray Deposit Qualification, USDA-ARS Application Technology Research Unit, Wooster, OH). The optical distinctness between the oil sensitive paper’s background and spray deposits was used 39 to quantify the spray deposit distribution (Zhu and others 2011). There are some limitations of the program; first, the program can not differentiate overlapped deposits, to determine if it is formed from several droplets or one. The other limitation is that if the percent coverage is over 20% the results will become inaccurate (Zhu and others 2011). In this study coverage was 1.37 to 23.17%. The oil was sprayed at 4, 22, and 47⁰C. The 4⁰C experiment was performed in a walk in cooler. The cooler was at 4.1⁰C and 71% relative humidity. Nozzle, metal electrode, tubes, and oil samples were held in the cooler for 12 h before the experiment. Oil sensitive papers, coating machine and pump were brought into the chamber immediately before the experiment to protect them from the humidity. Samples at 22⁰C were measured at room temperature. For 47⁰C samples, the solution was held in a water bath at 50⁰C with an isotemp immersion circulator (730-28, Fisher Scientific, Pittsburgh, PA). Heating tape was wrapped around the tubes carrying the sample to the pump, and from the pump to the nozzle, and insulating foam was wrapped around the heating tape. A Powerstat variable autotransformer (3PN117C, The Superior Electric Co. Bristol, CT) was used at setting 70 to heat the heating tape. The empty system was operated for 10 min with the heating tape on, then the pump was turned on for 12 min more to heat the system. The solution temperature was measured with a micro thermocouple (HH21, Type K thermocouple, Omega Engineering, Inc. Stamford, CT) at the edge of the nozzle as the oil exited from the nozzle. Before the start of each coating process, the desired voltage was set and 30 sec was allowed to reach steady state. The resistivity of the solutions was measured using a resistivity cell. The resistivity cell consists of a high density plastic cylinder sample container, two brass electrodes, electrometer 40 (614, Keithley Instruments, Inc. Cleveland, OH), and programmable power supply (Kepco, Inc. Flushing, NY). The resistivity was measured by determining the current passing through the sample. 125kV voltage was applied for every sample. Resistivity was calculated by equation 1, where is the cell constant, 0.014, is the applied voltage, and is the current (A) (equation 1). The resistivity was measured at 4, 22, and 47⁰C. The 4⁰C experiment was performed in a walk in cooler. Oil samples, plastic cylinder sample container, and electrodes were held in the cooler for 12 h before the experiment. The electrometer and power supply were brought into the cooler immediately before the experiment to protect the electric circuits of electrometer and power supply from the moisture. The 22⁰C experiment was performed at room temperature. To reached 47⁰C, oil samples, plastic cylinder sample container, and electrodes were held in a toaster oven (6239, Oster, Miami, Fl) at 125⁰F to achieve the desired sample temperature. To eliminate leakage from the sample container, rubber cement (No-Wrinkle Rubber Cement, Elmer’s Products Inc. Westerville, OH) was used, and allowed 1 min to dry. To perform the actual analyses 5g sample was added to the container with an electronic pipette. Before the test, to ensure the accuracy of the cell performance, 5g of flake salt (Alberger Untreated Flake Salt, Cargill Salt, Minneapolis, MN) was placed into the test unit and tapped to eliminate the air pockets between salts. Salt test results with less than 8.98 %RSD from 1.458x1010 Ωm, were used to check the resistivity cell’s accuracy before testing. After the salt test the plastic sample container was washed and wiped completely, and the electrodes were wiped until there was no salt on the electrodes. 41 The critical resistivity was determined by plotted droplets/cm2 vs. resistivity for every voltage, except 0kV and extrapolating to 0 droplets/cm2. Data for 0% lecithin samples were excluded because they did not atomize. The extra resistivity at 0 droplets/cm2 or critical resistivity was plotted versus voltage. Viscosity measurements were performed with a Rheometer (AR-1000N, TA Instruments, New Castle, DE) at 4, 22, and 47⁰C, with 40mm 2⁰ steel cone geometry (TA Instruments, Ltd. Leatherhead, England) which has a 0.0597 stress factor, 28.8 rate factor, and 43 µm truncation. During the measurements shear stress (Pa), shear rate (1/s), viscosity (Pa.s), time (s), temperature (⁰C), normal stress (Pa), displacement (rad), gap (µm), normal force (N), normal stress coefficient (Pa.s²), strain, percentage strain, torque (µN.m), and velocity (rad/s) values were obtained. First the sample was conditioned at 4, 22, or 47⁰C to equilibrium for 2 min. Second, steady state flow experiments were done by increasing and then decreasing shear stress. Test settings were; shear stress set as ramp, from 0.5 to 78.0 or 78.0 to 0.5 (Pa), log mode, 10 points per decade, 10sec sample period. Percentage tolerance was 5.0, consecutive within tolerance was 3, and maximum point time was 1 min. For the post experiment step the system was set at 25⁰C, to bring the system to 25⁰C after the experiment. After status check and other preparation steps were done, the steel cone was attached to the system and 43 µm gap were chosen. The sample was loaded with 590µl of oil by an automatic pipette (Eppendorf Reference Pipette, 100-1000µl, Hauppauge, NY). Gap geometry was chosen and the experiment started. Each experiment took 40 min. After each experiment the steel cone was removed from its attachment place and cleaned and also the area where the oil was added was cleaned. The preparation steps were repeated between every experiment. 42 The solvent trap was not used during the experiments. Every experiment was done in 3 replicates except surface tension. Sample viscosity was reported at the average shear rate within the nozzle. To determine volumetric velocity, flow rate was divided by density of the liquid. Area of the nozzle opening was calculated from height of the nozzle opening multiplied by width of the nozzle. Linear velocity was calculated by dividing volumetric flow rate by area of the nozzle opening. Shear rate was calculated from linear velocity divided by height of the liquid which flows over the fingers of the metal electrode (Marthina 2011). The height of the employed nozzle was 0.0762 mm and width was 152.39 mm. However, it was assumed that the flow was 50% of the width, and the nozzle height was assumed to be the thickness of the metal electrode used and flow was 25% of thickness. The calculated volumetric flow rate was converted to the flow rate in inch3 per minute by multiplying by 0.06102. Calculated area of the nozzle opening was in inches and was multiplied by 25.4 to convert it to mm. Height of the liquid flowing over the fingers of the metal electrode was 2 mm, so calculated linear velocity was divided by 2. To convert min to sec, the result was divided by 60. Shear rate (1/s) was calculated at the end of these steps. Average shear rate was calculated from the average of all samples at different lecithin content and temperature. Average shear rate was calculated as 61.6635 s-1. The shear stress and viscosity for samples at different lecithin content and temperature was calculated with interpolation at 61.6635 s-1 shear rate. The surface tension of the solutions was measured using a Drop Shape Analysis System (DSA1 v 1.9, Kruss, Matthews, NC). A 4 ml sample was poured into the syringe, the filled syringe was equilibrated to 4, 22, or 47⁰C, and a disposable needle was added to the syringe. Angle of 43 inclination of the prism was 0⁰. The needle’s diameter was measured with calipers (Mitutoyo Absolute Digimatic, Mitutoyo U.S.A., Aurora, IL.) as 1.82 mm. The exact diameter was entered into the system in mm with two decimal places. Density of every sample was measured with volumetric flasks where samples and flasks were equilibrated to the correct temperatures and the exact numbers entered to four decimals. The exact temperature was entered in Celsius. The focus wizard of the analysis system was opened to help in setting the sharpness of the image. Illumination was set to a medium brightness. The knob was turned to move the needle downward, until it appeared on the computer screen. The needle was moved to the center of the image. Lens zoom was adjusted by turning the zoom knob, so that the needle occupied 20% of the frame. The image sharpness was increased to maximize the numerical value of the median. The experiment started by automatically pushing the syringe, to disperse 165.1µl/min. The flow button was pushed slowly, to make as large a drop as possible. The zoom and needle height was regulated again if needed. After the experiment started, the system calculated the scale of the image from the entered needle diameter and measured width of the needle image, determined the drop shape, and calculated surface tension by using the Young-Laplace equation. The Young-Laplace equation identifies the capillary pressure difference between the interfaces of two static fluids because of the surface tension. These fluids were oil and air. When the drop is in hydromechanical equilibrium and is hanging from the syringe needle, the surface tension of the liquid is calculated from the size and the shape of the drop. The Young-Laplace equation identifies the pressure difference between the outside and inside of the drop, where, is the pressure difference across the fluid interface, is the surface tension of the liquid and and are the principal radii of curvature (equation 2). The surface tension experiment was done in 16 replicates. 44 The Weber number was calculated from the equation; . In this equation, , the undeformed drop radius, was the DV0.5 value at 0 kV for samples with different lecithin content and temperature. 0 kV values were used due to partially or completely deformation of liquid at higher voltages. The permittivity of the continuous phase, , was calculated from soybean oil’s and lecithin’s dielectric constant. the electrical field strength, was calculated from the applied electric potential divided by the distance. Distance was the edge of the nozzle to the ground. The interfacial surface tension, , was measured as previously described under surface tension. Drop diameters were divided by 2 to convert to radius and the results were multiplied by 10¯6 to convert µm to m. For calculations of , soybean oil’s dielectric constant was 3.1167 (Lizhi and others 2008). In the literature there is no study on lecithin’s dielectric constant so phospholipid’s dielectric constant was used in the calculations as lecithin’s dielectric constant and it was 2.5 (Seddon and Cevc 1993). For 5% lecithin samples, 95% of the dielectric constant comes from soybean oil’s dielectric constant and 5% comes from lecithin’s dielectric constant. Also 10 and 15% lecithin contains samples have 10 and 15% effect from lecithin, respectively. was calculated by multiplying these results by the permittivity of vacuum which has the value of 8.854 x 10-12 F/m. For calculation of , applied electric potential at 0, 15, 20, 25, 30 or 40 kV was converted to V and divided by the distance between nozzle and ground, which was 0.26 m. alues were converted to N/m by multiplying by 10¯³. The other Weber number was calculated from the equation; equation is the density of the sample, which has a unit of kg/m3 and 45 . In this is the velocity of the liquid. To calculate the volumetric flow rate, flow rate was measured in g/min and divided by the density of the liquid. Volumetric flow rate has been calculated in ml/min. It was converted to m3/min by multiplying with 1 x 10-6. Velocity has been calculated by dividing volumetric flow rate by the area of nozzle opening. DV0.5 is used as characteristic length called , which is different for every temperature and lecithin content. In order to convert DV0.5 to m it has been multiplied with 1 x 10-6. The surface tension, , result of the related sample, which has a unit of N/m or kg/s2. Statistical analyses were performed by IBM SPSS Statistics software version 19 (International Business Machines Corp. Armonk, NY). Two way analysis of variance, followed by a Tukey’s HSD (Honestly Significant Difference) test was used for statistical analysis to determine if there was a significance differences between samples which exposed to 0, 15, 20, 25, 30, and 40kV in terms of their droplets/cm2 (p=0.05). This analysis was performed to determine if different temperatures and lecithin contents significantly affects resistivity, viscosity, surface tension, and droplets/cm2. 46 4. RESULTS AND DISCUSSION 4.1 ELECTRICAL RESISTIVITY The electrical resistivity of oil with 0% lecithin at 22⁰C was 7.29 x 1012 Ωm (Figure 6). A liquid with resistivity higher than 1 x 1010 Ωm will not atomize adequately (Wilkerson and Gaultney 1989). Other studies have shown even lower limits for oil atomization, with a required resistivity range of 105 to 109 Ωm (Gaultney and others 1987), 105 to 108 Ωm (Abu-Ali and Barringer 2005), or 106 to 108 Ωm (Law 1984). Thus oil’s resistivity is too high for atomization. Because of lecithin’s ability to carry charge as an ionic emulsifier, addition of lecithin has been shown to decrease resistivity in soybean oil, confectionary coating, and chocolate (Abu-Ali and Barringer 2005; Gorty and Barringer 2011; Marthina and Barringer 2012). Increasing temperature has also been shown to decrease resistivity in chocolate, tomato juice and orange juice (Palaniappan and Sastry 1991; Gorty and Barringer 2011). Increasing temperature increases the kinetic energy of the ions in the solution, increasing the mobility of the ions (Adamczewski 1969). High mobility of the ionic charge carriers leads to lower resistivity of the solution because they easily conduct charge. Therefore by adjusting lecithin content and temperature, resistivity can be decreased into the atomizable range. Addition of an antistatic agent into soybean and cotton seed oil was also required to decrease the resistivity from 1010 to 107 Ωm, which allowed it to atomize (Law and Cooper 1987). 47 Increasing temperature 4 to 47⁰C decreased resistivity 3 logs at 0% lecithin but only 1 log at 5 to 15% lecithin (Figure 6). Increasing lecithin content from 0 to 5% decreased resistivity 2 to 4 logs, depending on the temperature, but from 5 to 15% lecithin the decrease is less than half a log. Thus at greater than 5% lecithin, temperature had a slightly greater effect than lecithin content. None of the samples atomized at 0% lecithin (resistivity > 1011 Ωm), except at the highest voltage. Samples with higher lecithin contents and higher temperature atomized, even though the resistivity was as high as 2 x 1010 Ωm. Thus other factors, such as viscosity and surface tension, are also important to atomization. 1.E+15 4⁰C 22⁰C Resistivity (Ohmxm) 1.E+14 47⁰C 1.E+13 1.E+12 1.E+11 1.E+10 1.E+09 0 5 10 Lecithin Content (%) Figure 6. Effects of lecithin content on resistivity at 4, 22, and 47⁰C 48 15 4.2 VISCOSITY Viscosity decreased with increasing temperature and decreasing lecithin concentration (Figure 7). Increasing temperature from 4 to 47⁰C decreased viscosity up to 336% while decreasing lecithin content from 15 to 0% decreased viscosity only up to 45%. Thus temperature had a greater effect on viscosity than lecithin. There was an interaction between lecithin and temperature, so that as temperature decreased, the effect of lecithin content increased. As the temperature increases, the viscosity of the liquid decreases due to an increase in kinetic energy of the molecules. High kinetic energy facilitates overcoming Coulombic attractive forces among the molecules to allow atomization. Increasing temperature decreases viscosity of chocolate (Gorty and Barringer 2011), crude oils (Al-Besharah and others 1989) and many vegetable oils (Rao 2007). Addition of lecithin increases viscosity in sunflower oil (Pernetti and others 2007), soybean oil (Bhattacharya and others 1998), peanut oil (Rao 2007), and poloxamer gels (Bentley and others 1999), while in chocolate and confectionary coatings lecithin can increase or decrease viscosity depending on the concentration (Gorty and Barringer 2011; Marthina and Barringer 2012). 49 0.14 22⁰C 0.12 Viscosity (Pa.s) y = 0.0027x + 0.0898 R² = 0.9978 4⁰C 47⁰C 0.1 y = 0.0015x + 0.0587 R² = 0.9464 0.08 0.06 y = 0.0003x + 0.026 R² = 0.9533 0.04 0.02 0 5 10 15 Lecithin Content (%) Figure 7. Effects of lecithin content on viscosity at 4, 22, and 47⁰C. Viscosity was measured at shear rate 62 s-1 during decreasing shear 4.3 SURFACE TENSION Surface tension decreased with increasing temperature but lecithin first decreased then increased surface tension (Figure 8). However, the greatest change in surface tension was 1.1 mN/m, or about 4%. Thus neither temperature nor lecithin content had a large effect on surface tension. Surface tension decreases with increasing temperature for most liquids (Wohlfarth 2008; Khan and others 2012) because the cohesive forces between molecules decrease with increasing temperature (Lindeburg 2006). The surface tension of sunflower oil increases with addition of up to 3% lecithin, and then decreases at greater lecithin content (Khan and others 2012). 50 34.0 4⁰C 22⁰C 33.5 Surface Tension (mN/m) 47⁰C 33.0 32.5 32.0 31.5 31.0 30.5 0 5 10 15 Lecithin Content (%) Figure 8. Effects of lecithin content on surface tension at 4, 22, and 47⁰C 4.4 EFFECT OF VOLTAGE, LECITHIN CONTENT, AND TEMPERATURE ON THE NUMBER OF DROPLETS/cm2 With increasing voltage, the number of droplets/cm2 increased, which means the average drop size decreased and more even coating should be produced (Figure 9). In oil with 0% lecithin the oil did not atomize indicating there wasn’t sufficient charge in the sample so there were few droplets formed and voltage had no significant effect, except at 40kV. Only with the addition of lecithin did increasing voltage increase the number of droplets. Also, at 0kV none of the oil samples atomized, so few droplets were formed. Similarly, in crop spraying 2.5 times greater deposition is obtained on plant leaves and 9 times greater on plant stems when voltage is applied to improve atomization and decrease droplet size (Coffee 1979). 51 In samples with 5% or more lecithin, increasing voltage greatly increased the number of droplets/cm2. Increasing voltage applied to the liquid increases the charge concentration on the surface. When the repulsive force between the like charges exceeds the surface tension the liquid breaks into droplets, or atomizes (Bailey 1974). Above the threshold voltage, the number of droplets per unit area will increase with increasing voltage (Gaultney and others 1987). 15kV was the threshold voltage in the system used. The effect of voltage was greater at higher temperatures. In mineral oil with N-butanol, increasing voltage from 14 to 25kV decreased droplet median diameters from 160 to 60 µm (Wilson 1982). Increasing voltage also decreases droplet sizes of soybean oil and heptane with antistatic fuel additives, and oil with pesticides (Wilson 1982; Wilkerson and Gaultney 1989; Downer and others 1994; Tang and Gomez 1996). The effect of voltage on droplet size can be observed in figure 10. At 25kV, (A-3) larger droplets were produced than at 40kV (B-3). In a study with water volume median diameter (VMD) decreased with increasing voltage (Laryea and No 2003). Lecithin content also significantly affected the number of droplets/cm2 (Figure 9). The effect of lecithin content increased with temperature and voltage. Addition of 5 to 10% lecithin into the oil increased the number of droplets/cm2; however, addition of 10 to 15% lecithin increased, decreased or had no effect on the number of droplets/cm2. In a study with soybean oil, addition of 13% lecithin gave the best coating in terms of transfer efficiency and reproducibility, which is between the 10 and 15% used in this study (Abu-Ali and Barringer 2005). The reason the number of droplets/cm2 did not always increase between 10 and 15% could be the negative effect of increasing viscosity and surface tension on atomization. Both viscosity and surface tension increased with lecithin addition from 10 to 15% lecithin (Figure 7, 8). Increasing viscosity and surface tension have previously been shown to lower the number of 52 droplets produced (Matthews 1979). In figure 10 the effect of lecithin content can be seen in B-1 to B-3. At 47⁰C 0% lecithin and 40kV (B-1) atomization started, but the charge was insufficient to produce small droplets. With the addition of 5% (B-2) or 10% lecithin (B-3) at the same temperature and voltage atomization greatly improves and the number of droplets/cm2 increases. Increasing temperature from 4 to 47⁰C increased the number of droplets/cm2 more than 4 times at the same lecithin content and voltage (Figure 9). In a study of soybean oil with antistatic fuel additives, increasing temperature also decreased the droplet size (Wilkerson and Gaultney 1989). In figure 10, A-1 to A-3 shows the effect of temperature on atomization. At 4⁰C 10% lecithin and 25kV (A-1), atomization is poor because the high resistivity hinders atomization at low temperatures irrespective of the lecithin content and high voltage. Increasing temperature to 22⁰C (A-2) and 47⁰C (A-3) improved droplet formation because resistivity, viscosity, and surface tension was lower at higher temperatures (Figure 6, 7, 8). Voltage had the greatest effect on the number of droplets/cm2, while lecithin content and temperature also had significant effects. A study on heptane with anti-static additives showed applied voltage had the second greatest effect on droplet size after liquid flow rate (Tang and Gomez 1996). In soybean oil voltage was previously found to have greater effect on coating reproducibility than resistivity, viscosity, surface tension, and emulsifier content or flow rate, with the most reproducible coating between 30 and 35 kV (Abu-Ali and Barringer 2008). 53 10% 47⁰C 15% 47⁰C 5% 47⁰C 10% 22⁰C 15% 22⁰C 5% 22⁰C 10% 4⁰C 15% 4⁰C 5% 4⁰C 0% 47⁰C 0% 4⁰C 0% 22⁰C 250 Droplets/cm² 200 150 100 50 0 0 10 20 30 40 Voltage (kV) Figure 9. Effect of voltage on the number of droplets/cm² at 0, 5, 10, and 15% lecithin and 4, 22, and 47⁰C 54 1cm A-1 A-2 A-3 B-1 B-2 B-3 Figure 10. Pictures of oil sensitive papers after coating: (A-1) 4⁰C 10% lecithin 25kV, (A-2) 22⁰C 10% lecithin 25kV, (A-3) 47⁰C 10% lecithin 25kV, (B-1) 47⁰C 0% lecithin 40kV, (B-2) 47⁰C 5% lecithin 40kV, (B-3) 47⁰C 10% lecithin 40kV 4.5 EFFECT OF RESISTIVITY, VISCOSITY, SURFACE TENSION, AND WEBER NUMBER ON THE NUMBER OF DROPLETS/cm2 At 0kV there was no trend between resistivity and the number of droplets/cm2 because the liquid was not charged and resistivity is only important in electrostatic spraying (Figure 11). Similarly, in confectionary coating at 0kV resistivity does not affect droplet sizes (Marthina and 55 Barringer 2012). At every voltage except 0kV, with decreasing resistivity, the number of droplets/cm2 increased (Figure 11). At low resistivity the electrical current can more easily conduct through the solution, increasing the charges on the surface of the molecule so that the electrical forces dominate over surface tension and atomization is more effective (Bailey and Balachandran 1981). Resistivity decreased with increasing temperature and increasing lecithin content (Figure 6, 11). Decreasing resistivity also decreases droplet sizes of soybean oil or oil with pesticides (Wilkerson and Gaultney 1989; Downer and others 1994). 22⁰C 47⁰C 4⁰C 250 40kV Droplets/cm² 200 30kV 25kV 20kV 150 15kV 0kV 100 50 0 1.50E+09 1.50E+10 Resistivity (Ωm) Figure 11. Effect of resistivity on the number of droplets/cm2 at 0 to 40kV. 0% lecithin results were not included 56 The critical resistivity is the highest resistivity at which atomization can be achieved at a given voltage. The critical resistivity increased with increasing voltage (Figure 12). At higher voltages atomization starts to occur at a higher resistivity. Therefore, at 40 kV even at 3.69 x 1010 Ωm atomization can occur while resistivity cannot be above 1.75 x 1010 Ωm at 15kV. Similarly, the threshold voltage depends directly on the resistivity of the liquid, thus liquids with high resistivity atomize at higher voltage than liquids with low resistivity (Gaultney and others 1987; Wilkerson and Gaultney 1989). Critical Resistivity (Ohmxm) 3.69E+10 1.75E+10 1.5E+10 15 20 25 30 35 40 Voltage (kV) Figure 12. Critical resistivity vs. voltage. 0% lecithin results were not included At the same applied voltage, decreasing viscosity increased the number of droplets/cm2 (Figure 13). The effect of viscosity on the number of droplets/cm2 increased at higher voltages. High viscosity hinders atomization and droplet formation (Bayvel and Orzechowski 1993; Gorty and Barringer 2011). At high viscosity ion mobility is lower; therefore charge conduction is 57 slower (Schmidt 1997; Nik and others 2007) preventing atomization. The viscosity of the liquid decreased with increasing temperature and decreasing lecithin content (Figure 7, 13). In a study with water and glycerol mixtures the number of droplets decreased and droplet sizes increased with increasing viscosity at constant voltage and resistivity (Jayasinghe and Edirisinghe 2002). In soybean oil, decreasing viscosity decreased droplet sizes (Wilkerson and Gaultney 1989). 47⁰C 22⁰C 4⁰C 250 40kV Droplets/cm² 200 30kV 25kV 20kV 150 15kV 0kV 100 50 0 0.025 0.045 0.065 0.085 0.105 0.125 Viscosity (Pa.s) Figure 13. Effect of viscosity on the number of droplets/cm2 at 0 to 40kV. 0% lecithin results were not included Generally, decreasing surface tension increases the number of droplets/cm2 however the correlation is very weak (Figure 14). The number of droplets was affected more strongly by resistivity and viscosity therefore the number of droplets was not always higher at lower surface 58 tension values. Surface tension should have some effect since atomization occurs when the electrical forces exceed the surface tension. In a study on pesticide atomization, surface tension significantly affected droplet size, but it has the least significant effect among resistivity, viscosity, voltage, and mass flow rate (Wilkerson and Gaultney 1989). In this study viscosity and resistivity had the greatest effect on the number of droplets/cm2, with surface tension having the least effect among these factors. In a pesticide atomization system resistivity was determined to have the greatest effect on droplet size among voltage, viscosity, surface tension, and flow rate by Wilkerson and Gaultney (1989). 47⁰C 22⁰C 4⁰C 250 Droplets/cm² 200 40kV 30kV 25kV 150 20kV 15kV 100 0kV 50 0 31.10 31.30 31.50 31.70 31.90 32.10 32.30 32.50 32.70 Surface Tension (mN/m) Figure 14. Effect of surface tension on the number of droplets/cm2. 0% lecithin results were not included 59 The Weber number indicates the ratio between the electric field and the surface tension stress (Eow and others 2001). When the electrical field strength exceeds the surface tension of the liquid, the critical limit is exceeded and atomization starts (Yarin and others 2001; He and others 2008). The Weber number indicates the critical point where atomization starts. Above this critical point the number of droplets dramatically increases. The number of droplets/cm2 increases linearly due to a linear relationship between the Weber number and the square of the electric field (Eow and others 2001). In this study the Weber number which corresponds to the critical point at which droplet formation occurs was around 0.01 (Figure 15). In aqueous heptane, and oil mixtures, the Weber number of this droplet break-up onset point was between 0.06 and 0.13 (Eow and others 2001). 10% 47⁰C 15% 47⁰C 5% 47⁰C 10% 22⁰C 15% 22⁰C 5% 4⁰C 5% 22⁰C 10% 4⁰C 15% 4⁰C 0% 47⁰C 0% 22⁰C 0% 4⁰C 250 Droplets/cm² 200 150 100 50 0 0 0.01 0.02 0.03 0.04 0.05 Weber Number Figure 15. Effect of Weber number on the number of droplets/cm2 at 0, 5, 10, and 15% lecithin and 4, 22, and 47⁰C 60 4.6 EFFECT ON SPAN Span is the difference between the DV0.9 and DV0.1 values and indicates the range of droplet sizes formed. A small span means there is a narrow size distribution of the droplets and more uniform droplets are produced. Span decreased with increasing voltage (Figure 16). At 0% lecithin, there was little effect of voltage because atomization didn’t occur. The biggest decrease in the size distribution was observed between 20 and 25kV. Increasing lecithin content decreased span at 47⁰C, and at 22⁰C and higher voltages. In general, span decreased under the same conditions that increased the number of droplets/cm2. At high voltages atomization was more efficient, therefore the number of droplets increased and the droplets had a narrow size spectrum. In a contrast, in a study with oil in water, a wider size distribution of droplets was formed at high voltages (Sato and Hatori 1997). 10% 4⁰C 5% 22⁰C 15% 47⁰C 5% 47⁰C 15% 22⁰C 5% 4⁰C 15% 4⁰C 10% 22⁰C 10% 47⁰C 2400 Span (µm) 1900 1400 900 400 15 20 25 Voltage (kV) 30 35 40 Figure 16. Effect of voltage on span at 5, 10, and 15% lecithin and 4, 22, and 47⁰C. 0% lecithin results were not included 61 5. CONCLUSION Electrostatic coating systems can make coating applications more effective, uniform, and with less waste as compare to non-electrostatic coating because droplets were smaller, the number of droplets/cm2 was higher and the drop size range was smaller. As temperature increased, the resistivity, viscosity and surface tension of all samples decreased. 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Comput Electron Agr 76(1):38-43. 70 APPENDIX: TABLES Flow characteristics of soybean oil and soybean oil – lecithin mixture 71 72 Shear stress Pa 78.00 61.96 49.21 39.09 31.05 24.67 19.59 15.56 12.36 9.82 7.80 6.20 5.54 4.92 3.91 3.11 2.47 1.96 1.56 1.24 0.98 0.78 0.62 0.50 4⁰C 0% Lecithin Shear rate Viscosity 1/s Pa.s 869.80 0.08983 690.53 0.08987 549.93 0.08963 435.77 0.08988 345.83 0.08996 275.77 0.08961 219.20 0.08954 174.00 0.08962 138.63 0.08938 110.10 0.08935 86.68 0.09018 68.89 0.09007 61.66 0.08992 54.94 0.08978 43.99 0.08904 34.82 0.08941 27.76 0.08906 22.10 0.08882 17.55 0.08886 13.95 0.08879 11.16 0.08821 8.84 0.08841 7.00 0.08867 5.68 0.08829 Shear stress Pa 78.00 61.96 49.21 39.09 31.05 24.67 19.59 15.56 12.36 9.82 7.80 6.33 6.20 4.92 3.91 3.11 2.47 1.96 1.56 1.24 0.98 0.78 0.62 0.50 4⁰C 5% Lecithin Shear rate Viscosity 1/s Pa.s 776.70 0.10048 618.43 0.10025 490.93 0.10027 388.40 0.10070 305.73 0.10163 243.50 0.10133 192.40 0.10191 153.13 0.10168 120.93 0.10230 96.48 0.10185 76.21 0.10242 61.66 0.10273 60.34 0.10275 47.73 0.10317 37.67 0.10380 29.61 0.10490 23.37 0.10557 18.22 0.10757 14.21 0.10957 11.05 0.11190 8.48 0.11593 6.47 0.12113 4.90 0.12753 3.77 0.13370 4⁰C 10% Lecithin Shear Shear stress rate Viscosity Pa 1/s Pa.s 78.00 714.53 0.10943 61.96 568.27 0.10923 49.21 450.07 0.10963 39.09 355.20 0.11043 31.05 280.40 0.11110 24.67 220.73 0.11207 19.59 175.17 0.11220 15.56 137.60 0.11347 12.36 108.34 0.11457 9.82 84.73 0.11650 7.80 66.49 0.11787 7.26 61.66 0.11831 6.20 52.20 0.11917 4.92 40.80 0.12113 3.91 31.75 0.12377 3.11 24.40 0.12803 2.47 19.04 0.13040 1.96 14.80 0.13320 1.56 11.38 0.13813 1.24 8.67 0.14507 0.98 6.77 0.14697 0.78 5.15 0.15450 0.62 3.87 0.16440 0.50 2.88 0.18263 65 4⁰C 15% Lecithin Shear Shear stress rate Viscosity Pa 1/s Pa.s 78.00 641.87 0.12157 61.96 509.93 0.12153 49.21 403.90 0.12190 39.09 317.83 0.12303 31.05 250.47 0.12400 24.67 198.03 0.12460 19.59 155.83 0.12573 15.56 122.30 0.12727 12.36 96.69 0.12783 9.82 76.06 0.12913 8.04 61.66 0.13040 7.80 59.75 0.13057 6.20 46.85 0.13227 4.92 36.71 0.13407 3.91 28.64 0.13650 3.11 21.95 0.14160 2.47 16.94 0.14563 1.96 12.67 0.15480 1.56 9.07 0.17217 1.24 5.97 0.21393 0.98 3.70 0.27763 0.78 2.77 0.28233 0.62 2.05 0.32927 0.50 1.22 0.43140 22⁰C 0% Lecithin 73 Shear stress Pa 78.00 75.72 60.14 47.77 37.95 30.14 23.94 19.02 15.11 12.00 9.53 7.57 6.01 4.78 3.80 3.49 3.01 2.39 1.90 1.51 1.20 0.95 0.76 0.60 0.50 Shear rate 1/s Viscosity Pa.s 1385.62 1345.33 1062.33 849.17 670.60 533.90 424.93 336.20 266.23 211.83 168.67 134.40 106.07 84.55 67.12 61.66 53.17 42.29 33.62 26.59 21.13 16.73 13.36 10.51 8.76 0.05635 0.05634 0.05664 0.05629 0.05660 0.05649 0.05637 0.05659 0.05677 0.05667 0.05653 0.05635 0.05670 0.05652 0.05654 0.05661 0.05671 0.05662 0.05657 0.05684 0.05682 0.05698 0.05670 0.05728 0.05708 22⁰C 5% Lecithin Shear stress Pa 78.00 75.72 60.14 47.77 37.95 30.14 23.94 19.02 15.11 12.00 9.53 7.57 6.01 4.78 4.24 3.80 3.01 2.39 1.90 1.51 1.20 0.95 0.76 0.60 0.50 Shear rate 1/s Viscosity Pa.s 1234.55 1198.33 952.77 749.53 594.50 470.90 372.70 293.53 230.73 182.97 144.50 114.00 89.42 70.28 61.66 54.48 42.66 32.85 25.21 19.11 14.19 10.53 7.52 5.11 3.56 0.06321 0.06322 0.06316 0.06377 0.06387 0.06404 0.06426 0.06483 0.06550 0.06562 0.06599 0.06645 0.06728 0.06804 0.06895 0.06972 0.07075 0.07298 0.07570 0.07952 0.08556 0.09193 0.10382 0.12608 0.15702 22⁰C 10% Lecithin Shear stress Pa 78.00 75.72 60.14 47.77 37.95 30.14 23.94 19.02 15.11 12.00 9.53 7.57 6.01 4.78 4.57 3.80 3.01 2.39 1.90 1.51 1.20 0.95 0.76 0.60 0.50 66 Shear rate 1/s Viscosity Pa.s 1156.29 1121.67 890.50 710.47 559.23 445.00 351.97 279.33 219.73 172.90 136.20 107.07 83.60 64.79 61.66 50.26 38.55 29.06 21.69 15.93 11.33 7.80 5.16 3.10 1.64 0.06746 0.06750 0.06754 0.06725 0.06786 0.06775 0.06803 0.06810 0.06875 0.06940 0.06999 0.07071 0.07195 0.07375 0.07413 0.07552 0.07820 0.08240 0.08773 0.09488 0.10600 0.12247 0.14683 0.19450 0.30657 22⁰C 15% Lecithin Shear stress Pa 78.00 75.72 60.14 47.77 37.95 30.14 23.94 19.02 15.11 12.00 9.53 7.57 6.01 4.88 4.78 3.80 3.01 2.39 1.90 1.51 1.20 0.95 0.76 0.60 0.50 Shear rate 1/s Viscosity Pa.s 1110.49 1078.00 849.40 673.13 530.40 418.37 331.47 261.77 206.53 163.33 128.60 100.19 78.24 61.66 60.18 45.84 35.01 26.12 19.39 14.01 10.15 7.12 4.81 3.06 1.86 0.07036 0.07036 0.07094 0.07114 0.07166 0.07220 0.07236 0.07280 0.07332 0.07368 0.07433 0.07586 0.07704 0.07936 0.07957 0.08291 0.08617 0.09171 0.09809 0.10787 0.11823 0.13380 0.15763 0.19683 0.26910 74 47⁰C 0% Lecithin Shear Shear stress rate Viscosity Pa 1/s Pa.s 78.00 2582.67 0.03047 61.96 2357.67 0.02631 49.21 1889.00 0.02609 39.09 1498.67 0.02611 31.05 1196.33 0.02598 24.67 950.83 0.02598 19.59 753.90 0.02603 15.56 603.33 0.02583 12.36 476.60 0.02598 9.82 378.83 0.02595 7.80 301.27 0.02592 6.20 239.93 0.02585 4.92 190.90 0.02582 3.91 151.53 0.02584 3.11 120.30 0.02583 2.47 95.67 0.02581 1.96 75.82 0.02587 1.59 61.66 0.02575 1.56 60.53 0.02574 1.24 47.93 0.02583 0.98 38.24 0.02572 0.78 30.17 0.02591 0.62 24.18 0.02567 0.50 19.47 0.02573 47⁰C 5% Lecithin Shear Shear stress rate Viscosity Pa 1/s Pa.s 78.00 2740.67 0.02846 61.96 2206.00 0.02809 49.21 1743.67 0.02823 39.09 1397.67 0.02797 31.05 1104.33 0.02812 24.67 882.13 0.02796 19.59 698.10 0.02807 15.56 558.53 0.02786 12.36 442.03 0.02797 9.82 352.13 0.02789 7.80 281.33 0.02773 6.20 221.17 0.02801 4.92 176.43 0.02790 3.91 140.37 0.02785 3.11 110.70 0.02807 2.47 88.56 0.02785 1.96 70.58 0.02776 1.71 61.66 0.02775 1.56 56.09 0.02775 1.24 44.14 0.02801 0.98 35.29 0.02782 0.78 28.38 0.02750 0.62 22.58 0.02744 0.50 18.17 0.02753 47⁰C 10% Lecithin Shear Shear stress rate Viscosity Pa 1/s Pa.s 78.00 2692.67 0.02898 61.96 2162.67 0.02866 49.21 1716.00 0.02870 39.09 1379.00 0.02836 31.05 1089.33 0.02853 24.67 866.30 0.02848 19.59 685.73 0.02858 15.56 550.63 0.02828 12.36 436.93 0.02831 9.82 345.63 0.02842 7.80 274.30 0.02846 6.20 218.57 0.02836 4.92 173.33 0.02841 3.91 138.80 0.02817 3.11 110.23 0.02819 2.47 87.60 0.02817 1.96 69.42 0.02824 1.74 61.66 0.02822 1.56 55.21 0.02820 1.24 43.70 0.02831 0.98 34.77 0.02825 0.78 27.56 0.02831 0.62 21.96 0.02823 0.50 17.76 0.02817 67 47⁰C 15% Lecithin Shear Shear stress rate Viscosity Pa 1/s Pa.s 78.00 2569.33 0.03036 61.96 2053.33 0.03018 49.21 1637.00 0.03007 39.09 1298.67 0.03010 31.05 1039.67 0.02987 24.67 826.10 0.02986 19.59 655.07 0.02991 15.56 520.23 0.02992 12.36 413.93 0.02987 9.82 329.00 0.02984 7.80 260.20 0.02998 6.20 207.67 0.02984 4.92 165.13 0.02980 3.91 130.40 0.02998 3.11 104.07 0.02984 2.47 82.56 0.02988 1.96 65.83 0.02977 1.84 61.66 0.02987 1.56 51.72 0.03009 1.24 41.20 0.03001 0.98 32.98 0.02978 0.78 25.98 0.03003 0.62 20.67 0.02997 0.50 16.60 0.03011
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