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OPTIMIZATION OF
BIODIESEL PRODUCTION
FROM SUNFLOWER OIL
USING RESPONSE
SURFACE METHODOLOGY
Abstract
 Biodiesel produced by transesterification of triglycerides with
alcohol, is the newest form of energy that has attracted the
attention of many researchers due to various advantages
associated with its usages. Response surface methodology, based
on a five level, three variables central composite design is used to
analyze the interaction effect of the transesterification reaction
variables such as temperature, catalyst concentration and molar
ratio of methanol to oil on biodiesel yield
Introduccion
 Introduction The exponential growth of world population would ultimately lead
to increase the energy demand in the world. Petroleum is a non-renewable
energy source, which means that the resources of this kind of fossil fuel are finite
and would be run out upon continuous use. Both of the shortage of resources
and increase of petrol price have led to the findings of new alternative and
renewable energy sources . Biodiesel is defined as a fuel comprised of mono-
alkyl esters of long chain fatty acids derived from vegetable oils or animal fats [.
It is not toxic, biodegradable and available, has a high heat value, high oxygen
content (10 to 11%) and does not contain sulfurs and aromatic compounds [3].
Biodiesel is a plant derived product, and it contains oxygen in its molecule,
making it a cleaner burning fuel than petrol and Diesel Several studies have
showed that biodiesel is a better fuel than fossil-based diesel in terms of engine
performance, emissions reduction, lubricity, and environmental benefits [5,6].
The current feed stocks of production of biodiesel or mono-alkyl ester are
vegetable oil, animal fats and micro algal oil. In the midst of them, vegetable oil
is currently being used as a sustainable commercial feedstock. Among more
than 350 identified oil-bearing crops, only sunflower, safflower, soybean,
cottonseed, rapeseed, and peanut oils are considered as potential alternative
fuels for diesel engines
Experiments
 Experiments and Methods Several types of oils can be used for
production of biodiesels. The most common types of oils are
sunflower oil. The batch reaction kinetic experiments were
employed to optimize various parameters in the production of the
methyl esters. The transesterification reactions are performed in
various conditions to determine the optimum conditions of
transesterification. Two liter of sunflower oil poured in the reactor
and allowed to equilibrate to the temperature of reaction at 290
rpm. Hot water circulated in the jacket of the reactor provided the
necessary heat for the reaction. Variable quantities of catalyst were
dissolved in various amount of methanol as described in each test.
After attaining a required temperature, the potassium methoxide
was added to the reactant and was maintained for 2 hours for
completion of the reaction.
Physical Properties
 Physical properties of the biodiesel which were produced in the optimum
conditions were measured in the Abadan’s oil refinery lab and shown in Table 1.
These results are tabulated and compared with ASTM standard and petro-
diesel. It is found which results are drawn on the ASTM standard and compared
well with petro-diesel. It was seen that the flash point of biodiesel is 170 when
that of petro- diesel is about 60 which helps the transportation of biodiesel but it
should be blend with petro-diesel for better combustion in engine. Kinematic
viscosity of biodiesel at 40, were higher than that of petro-diesel and is 3.6 cSt.
This biodiesel has a copper strip corrosion of 1a which indicate that this fuel is
not corrosivePhysical Properties Physical properties of the biodiesel which were
produced in the optimum conditions were measured in the Abadan’s oil refinery
lab and shown in Table 1. These results are tabulated and compared with ASTM
standard and petro-diesel. It is found which results are drawn on the ASTM
standard and compared well with petro-diesel. It was seen that the flash point
of biodiesel is 170 when that of petro- diesel is about 60 which helps the
transportation of biodiesel but it should be blend with petro-diesel for better
combustion in engine. Kinematic viscosity of biodiesel at 40, were higher than
that of petro-diesel and is 3.6 cSt. This biodiesel has a copper strip corrosion of
1a which indicate that this fuel is not corrosive
Method
 Response Surface Method A central composite design of the RSM is
the most commonly used in optimization experiments. The method
includes a full or fractional factorial design with center points that
are augmented with a group of star points. As the distance from the
center of the design space to a factorial point is defined as ±1 unit
for each factor, the distance from the center of the design space to
a star point is ±α with |α|>1. In this study, the central composite
design was used to optimize operating variables (temperature,
catalyst concentration and oil to methanol ratio) to achieve high
value of biodiesel yield. The coded values of the variables were
determined by the following equation.
Model
 Fitting the model As mentioned earlier, RSM was used to optimize
Transesterification reaction and the experimental results were
presented in Table 3. Experimental yields were analyzed to get a
regression model. The predicted values of biodiesel yield were
calculated using the regression model and compared with the
experimental values. The estimated coefficients of the regression
model are given in Table 4. The large value of the coefficient of
multiple determination (R2=0.927) reveals that the model
adequately represents the experimental results.
Conclusion
 Response surface methodology was successfully applied for transesterification
of methanol. The high regression coefficients of the secondorder polynomial
showed that the model was well fitted to the experimental data. The ANOVA
implied that molar ratio of alcohol to oil; reaction temperature and
concentration of catalyst have the great significant factor affecting the yield of
biodiesel. The biodiesel production has a negative quadratic behavior by
temperature, molar ratio of alcohol to oil and concentration of catalyst. It was
predicted that the optimum reaction condition within the experimental range
would be the molar ratio of 6.825:1 and temperature of 48°C and concentration
of KOH equal to 0.679wt%. At the optimum condition we can reach to yield of
98.181%. The methyl ester which produced at optimum conditions has
acceptable properties and compared well with petro-diesel. It has lower sulfur,
carbon residue and acid number than petro-diesel, but kinematic viscosity,
cetane number and heating value of petro-diesel is some better relative to
biodiesel. Finally, we can conclude which biodiesel will be a suitable alternative
for replacement of petro-diesel without any modification in engine.

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Trabajo jesus hernandes

  • 1. OPTIMIZATION OF BIODIESEL PRODUCTION FROM SUNFLOWER OIL USING RESPONSE SURFACE METHODOLOGY
  • 2. Abstract  Biodiesel produced by transesterification of triglycerides with alcohol, is the newest form of energy that has attracted the attention of many researchers due to various advantages associated with its usages. Response surface methodology, based on a five level, three variables central composite design is used to analyze the interaction effect of the transesterification reaction variables such as temperature, catalyst concentration and molar ratio of methanol to oil on biodiesel yield
  • 3. Introduccion  Introduction The exponential growth of world population would ultimately lead to increase the energy demand in the world. Petroleum is a non-renewable energy source, which means that the resources of this kind of fossil fuel are finite and would be run out upon continuous use. Both of the shortage of resources and increase of petrol price have led to the findings of new alternative and renewable energy sources . Biodiesel is defined as a fuel comprised of mono- alkyl esters of long chain fatty acids derived from vegetable oils or animal fats [. It is not toxic, biodegradable and available, has a high heat value, high oxygen content (10 to 11%) and does not contain sulfurs and aromatic compounds [3]. Biodiesel is a plant derived product, and it contains oxygen in its molecule, making it a cleaner burning fuel than petrol and Diesel Several studies have showed that biodiesel is a better fuel than fossil-based diesel in terms of engine performance, emissions reduction, lubricity, and environmental benefits [5,6]. The current feed stocks of production of biodiesel or mono-alkyl ester are vegetable oil, animal fats and micro algal oil. In the midst of them, vegetable oil is currently being used as a sustainable commercial feedstock. Among more than 350 identified oil-bearing crops, only sunflower, safflower, soybean, cottonseed, rapeseed, and peanut oils are considered as potential alternative fuels for diesel engines
  • 4. Experiments  Experiments and Methods Several types of oils can be used for production of biodiesels. The most common types of oils are sunflower oil. The batch reaction kinetic experiments were employed to optimize various parameters in the production of the methyl esters. The transesterification reactions are performed in various conditions to determine the optimum conditions of transesterification. Two liter of sunflower oil poured in the reactor and allowed to equilibrate to the temperature of reaction at 290 rpm. Hot water circulated in the jacket of the reactor provided the necessary heat for the reaction. Variable quantities of catalyst were dissolved in various amount of methanol as described in each test. After attaining a required temperature, the potassium methoxide was added to the reactant and was maintained for 2 hours for completion of the reaction.
  • 5. Physical Properties  Physical properties of the biodiesel which were produced in the optimum conditions were measured in the Abadan’s oil refinery lab and shown in Table 1. These results are tabulated and compared with ASTM standard and petro- diesel. It is found which results are drawn on the ASTM standard and compared well with petro-diesel. It was seen that the flash point of biodiesel is 170 when that of petro- diesel is about 60 which helps the transportation of biodiesel but it should be blend with petro-diesel for better combustion in engine. Kinematic viscosity of biodiesel at 40, were higher than that of petro-diesel and is 3.6 cSt. This biodiesel has a copper strip corrosion of 1a which indicate that this fuel is not corrosivePhysical Properties Physical properties of the biodiesel which were produced in the optimum conditions were measured in the Abadan’s oil refinery lab and shown in Table 1. These results are tabulated and compared with ASTM standard and petro-diesel. It is found which results are drawn on the ASTM standard and compared well with petro-diesel. It was seen that the flash point of biodiesel is 170 when that of petro- diesel is about 60 which helps the transportation of biodiesel but it should be blend with petro-diesel for better combustion in engine. Kinematic viscosity of biodiesel at 40, were higher than that of petro-diesel and is 3.6 cSt. This biodiesel has a copper strip corrosion of 1a which indicate that this fuel is not corrosive
  • 6. Method  Response Surface Method A central composite design of the RSM is the most commonly used in optimization experiments. The method includes a full or fractional factorial design with center points that are augmented with a group of star points. As the distance from the center of the design space to a factorial point is defined as ±1 unit for each factor, the distance from the center of the design space to a star point is ±α with |α|>1. In this study, the central composite design was used to optimize operating variables (temperature, catalyst concentration and oil to methanol ratio) to achieve high value of biodiesel yield. The coded values of the variables were determined by the following equation.
  • 7. Model  Fitting the model As mentioned earlier, RSM was used to optimize Transesterification reaction and the experimental results were presented in Table 3. Experimental yields were analyzed to get a regression model. The predicted values of biodiesel yield were calculated using the regression model and compared with the experimental values. The estimated coefficients of the regression model are given in Table 4. The large value of the coefficient of multiple determination (R2=0.927) reveals that the model adequately represents the experimental results.
  • 8. Conclusion  Response surface methodology was successfully applied for transesterification of methanol. The high regression coefficients of the secondorder polynomial showed that the model was well fitted to the experimental data. The ANOVA implied that molar ratio of alcohol to oil; reaction temperature and concentration of catalyst have the great significant factor affecting the yield of biodiesel. The biodiesel production has a negative quadratic behavior by temperature, molar ratio of alcohol to oil and concentration of catalyst. It was predicted that the optimum reaction condition within the experimental range would be the molar ratio of 6.825:1 and temperature of 48°C and concentration of KOH equal to 0.679wt%. At the optimum condition we can reach to yield of 98.181%. The methyl ester which produced at optimum conditions has acceptable properties and compared well with petro-diesel. It has lower sulfur, carbon residue and acid number than petro-diesel, but kinematic viscosity, cetane number and heating value of petro-diesel is some better relative to biodiesel. Finally, we can conclude which biodiesel will be a suitable alternative for replacement of petro-diesel without any modification in engine.