Studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method
Introduction Biodiesel is a promising renewable substitute source of fuel produced from tree born oils, vegetable based oils, fats of animals and even waste cooking oil, has been identified as one of the key solutions for the alarming global twin problems of fossil fuel depletion and environmental d...
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Ferdowsi University of Mashhad
2016
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biodiesel mastic oil optimization renewable energy response surface method Agriculture (General) S1-972 Engineering (General). Civil engineering (General) TA1-2040 |
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biodiesel mastic oil optimization renewable energy response surface method Agriculture (General) S1-972 Engineering (General). Civil engineering (General) TA1-2040 B Hosseinzdeh Samani E Fayyazi B Ghobadian S Rostami Studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method |
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Introduction
Biodiesel is a promising renewable substitute source of fuel produced from tree born oils, vegetable based oils, fats of animals and even waste cooking oil, has been identified as one of the key solutions for the alarming global twin problems of fossil fuel depletion and environmental degradation. One of the sources for biodiesel production is mastic which is often grown in mountains. Its kernel contains 55% oil which makes it as a valuable renewable resource for biodiesel production. The objective of this research was to study of the feasibility of biodiesel production from Atlas mastic oil using ultrasonic system and optimization of the process using Response surface methodology.
Materials and Methods
In order to supply the required oil for the biodiesel production process, the oil should be prepared before the reaction. Hence, the purified oil was methylated using Metcalf et al (1996) method, and the prepared sample was injected into Gas Chromatography device to determine fatty acids profile and molecular weight of the used oil. An ultrasonic processor (Hielscher Model UP400S, USA.) was used to perform the transesterification reaction.
All the experiments were replicated three times to determine the variability of the results and to assess the experimental errors. The reported values are the average of the individual runs. The different operating parameters used in the present work, to optimize the extent of conversion of Atlas pistache oil, include methanol to oil molar ratio (4:1, 5:1 ,6:1), amplitude (24.1, 62.5 100%), pulse (24.1, 62.5 100%), reaction time (3, 6, 9 min).
Results and Discussion
Results of analyses showed that the independent variables, namely molar ratio, vibration amplitude, pulse and reaction time had significant effects on the amount of produced methyl ester.
By increasing the amplitude and pulse, the methyl ester content increased. Increase in amplitude and pulse cause to increase the mixing effect and physical interface. Increasing the ratio of ultrasonic working time to its idling time caused to an increase in the conversion percent. Because the treating time of the samples by ultrasound in limit time durations is increased, while this increase becomes lower at higher ratios. This is due to the fact that the initial vibrative shock acted on the samples after ultrasonic restarting, finds an identical effect with uniform wave. However, the idling phase of ultrasound caused a decrease in the amount of consumed energy. Similar results have been reported by Chand et al. (2010) for the effect of pulse on conversion percent of methyl ester. Trend of reaction time and molar ratio were different with trend of amplitude and molar ratio on methyl ester content so that they were divided to two sections. It should be mentioned that the increase in biodiesel yield because of molar ratio has some limitations. If the ratio is increased more than a certain extent, biodiesel conversion percent will decrease. The main reason for this result can be related to the amount of methanol increase in the mixture, which leads to more dissolution of glycerin and alcohol in biodiesel which considerably influences its purity.
Optimization was carried out based on Response Surface Methodology (RSM) using Design Experts software. The obtained results from optimization were as follow: 5.45 molar ratio, 0.89 amplitude, 0.71 pulse and 5.99 minutes of time. The conversion percentage obtained as 94.96. It is worthy to note that the experiment was iterated at suggested point by the optimization software and the conversion percent was 94.02. As well as 34792.37 J at the obtained point to be acceptable (1%) difference from the model.
Conclusions
The increase in the ultrasound amplitude resulted in an increase in the conversion percentage which tends to ascend. Also, the increase of reaction time by 5 to 7 minutes increased the conversion percentage, following which is the descend trend. The obtained results from optimization were as follow: 5.45 molar ratio, 0.89 amplitude, 0.71 pulse and 5.99 minutes of time. The conversion percentage and consumed energy obtained as 94.96 and 32421.5 J, respectively. It is worthy to note that the experiment was iterated at suggested point by the optimization software and the conversion percent was 94.02. |
| format |
article |
| author |
B Hosseinzdeh Samani E Fayyazi B Ghobadian S Rostami |
| author_facet |
B Hosseinzdeh Samani E Fayyazi B Ghobadian S Rostami |
| author_sort |
B Hosseinzdeh Samani |
| title |
Studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method |
| title_short |
Studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method |
| title_full |
Studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method |
| title_fullStr |
Studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method |
| title_full_unstemmed |
Studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method |
| title_sort |
studying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method |
| publisher |
Ferdowsi University of Mashhad |
| publishDate |
2016 |
| url |
https://doaj.org/article/bed2b030a9374b2eb6e92276f910c68a |
| work_keys_str_mv |
AT bhosseinzdehsamani studyingandoptimizingthebiodieselproductionfrommasticoilaidedbyultrasonicusingresponsesurfacemethod AT efayyazi studyingandoptimizingthebiodieselproductionfrommasticoilaidedbyultrasonicusingresponsesurfacemethod AT bghobadian studyingandoptimizingthebiodieselproductionfrommasticoilaidedbyultrasonicusingresponsesurfacemethod AT srostami studyingandoptimizingthebiodieselproductionfrommasticoilaidedbyultrasonicusingresponsesurfacemethod |
| _version_ |
1718429864330002432 |
| spelling |
oai:doaj.org-article:bed2b030a9374b2eb6e92276f910c68a2021-11-14T06:33:37ZStudying and optimizing the biodiesel production from mastic oil aided by ultrasonic using response surface method2228-68292423-394310.22067/jam.v6i2.37796https://doaj.org/article/bed2b030a9374b2eb6e92276f910c68a2016-09-01T00:00:00Zhttps://jame.um.ac.ir/article_30998_3c09db0eea14808127d253a766ad6e8b.pdfhttps://doaj.org/toc/2228-6829https://doaj.org/toc/2423-3943Introduction Biodiesel is a promising renewable substitute source of fuel produced from tree born oils, vegetable based oils, fats of animals and even waste cooking oil, has been identified as one of the key solutions for the alarming global twin problems of fossil fuel depletion and environmental degradation. One of the sources for biodiesel production is mastic which is often grown in mountains. Its kernel contains 55% oil which makes it as a valuable renewable resource for biodiesel production. The objective of this research was to study of the feasibility of biodiesel production from Atlas mastic oil using ultrasonic system and optimization of the process using Response surface methodology. Materials and Methods In order to supply the required oil for the biodiesel production process, the oil should be prepared before the reaction. Hence, the purified oil was methylated using Metcalf et al (1996) method, and the prepared sample was injected into Gas Chromatography device to determine fatty acids profile and molecular weight of the used oil. An ultrasonic processor (Hielscher Model UP400S, USA.) was used to perform the transesterification reaction. All the experiments were replicated three times to determine the variability of the results and to assess the experimental errors. The reported values are the average of the individual runs. The different operating parameters used in the present work, to optimize the extent of conversion of Atlas pistache oil, include methanol to oil molar ratio (4:1, 5:1 ,6:1), amplitude (24.1, 62.5 100%), pulse (24.1, 62.5 100%), reaction time (3, 6, 9 min). Results and Discussion Results of analyses showed that the independent variables, namely molar ratio, vibration amplitude, pulse and reaction time had significant effects on the amount of produced methyl ester. By increasing the amplitude and pulse, the methyl ester content increased. Increase in amplitude and pulse cause to increase the mixing effect and physical interface. Increasing the ratio of ultrasonic working time to its idling time caused to an increase in the conversion percent. Because the treating time of the samples by ultrasound in limit time durations is increased, while this increase becomes lower at higher ratios. This is due to the fact that the initial vibrative shock acted on the samples after ultrasonic restarting, finds an identical effect with uniform wave. However, the idling phase of ultrasound caused a decrease in the amount of consumed energy. Similar results have been reported by Chand et al. (2010) for the effect of pulse on conversion percent of methyl ester. Trend of reaction time and molar ratio were different with trend of amplitude and molar ratio on methyl ester content so that they were divided to two sections. It should be mentioned that the increase in biodiesel yield because of molar ratio has some limitations. If the ratio is increased more than a certain extent, biodiesel conversion percent will decrease. The main reason for this result can be related to the amount of methanol increase in the mixture, which leads to more dissolution of glycerin and alcohol in biodiesel which considerably influences its purity. Optimization was carried out based on Response Surface Methodology (RSM) using Design Experts software. The obtained results from optimization were as follow: 5.45 molar ratio, 0.89 amplitude, 0.71 pulse and 5.99 minutes of time. The conversion percentage obtained as 94.96. It is worthy to note that the experiment was iterated at suggested point by the optimization software and the conversion percent was 94.02. As well as 34792.37 J at the obtained point to be acceptable (1%) difference from the model. Conclusions The increase in the ultrasound amplitude resulted in an increase in the conversion percentage which tends to ascend. Also, the increase of reaction time by 5 to 7 minutes increased the conversion percentage, following which is the descend trend. The obtained results from optimization were as follow: 5.45 molar ratio, 0.89 amplitude, 0.71 pulse and 5.99 minutes of time. The conversion percentage and consumed energy obtained as 94.96 and 32421.5 J, respectively. It is worthy to note that the experiment was iterated at suggested point by the optimization software and the conversion percent was 94.02.B Hosseinzdeh SamaniE FayyaziB GhobadianS RostamiFerdowsi University of Mashhadarticlebiodieselmastic oiloptimizationrenewable energy response surface methodAgriculture (General)S1-972Engineering (General). Civil engineering (General)TA1-2040ENFAJournal of Agricultural Machinery, Vol 6, Iss 2, Pp 440-450 (2016) |