Year 2021,
Volume: 1 Issue: 1, 30 - 37, 31.03.2021
Sedef Köse
,
Mustafa Babagiray
,
Tolga Kocakulak
References
- 1. Uyumaz, A., Aydoğan B., Yılmaz, E., Solmaz, H., Aksoy, F., Mutlu, İ.,Calam, A. (2020). Experimental investigation on the combustion, performance and exhaust emission characteristics of poppy oil biodiesel-diesel dual fuel combustion in a CI en-gine. Fuel, 280, 118588. https://doi.org/10.1016/j.fuel.2020.118588
- 2. Milano, J., Ong, H. C., Masjuki, H. H., Chong, W. T., Lam, M. K., Loh, P. K., Vellayan, V. (2016). Microalgae biofuels as an alter-native to fossil fuel for power generation. Renewable and Sustai-nable Energy Reviews, 58, 180-197. https://doi.org/10.1016/j.rser.2015.12.150
- 3. Fooster, E., Contestabile, M., Blazquez, J., Manzano, B., Work-man, M., Shah, N. (2017). The unstudied barriers to widespread renewable energy deployment: Fossil fuel price respons-es. Energy Policy, 103, 258-264.https://doi.org/10.1016/j.enpol.2016.12.050
- 4. Tietjen, O., Pahle, M., Fuss, S. (2016). Investment risks in power generation: A comparison of fossil fuel and renewable energy dominated markets. Energy Economics, 58, 174-185. https://doi.org/10.1016/j.jeem.2015.03.004
- 5. Kocakulak, T., Solmaz, H. (2020). Ön ve son iletimli paralel hibrit araçların bulanık mantık yöntemi ile kontrolü ve diğer güç sistemleri ile karşılaştırılması. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 35(4), 2269-2286. 10.17341/gazimmfd.709101.
- 6. Kocakulak, T., Solmaz, H. (2020). HCCI Menzil Arttırıcı Motor Kullanılan Seri Hibrit Bir Aracın Modellenmesi. Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 8(2), 279-292. https://doi.org/10.29109/gujsc.670564
- 7. Sher, F., Iqbal, S. Z., Liu, H., Imran, M., Snape, C. E. (2020). Thermal and kinetic analysis of diverse biomass fuels under dif-ferent reaction environment: A way forward to renewable energy sources. Energy Conversion and Management, 203, 112266. https://doi.org/10.1016/j.enconman.2019.112266
- 8. Chen, W. H., Ong, H., Bhaskar, T. (2020). Biomass Processing for Biofuels, Bioenergy and Chemicals. MDPI-Multidisciplinary Digital Publishing Institute.
- 9. Goh, B. H. H., Ong, H. C., Cheah, M. Y., Chen, W. H., Yu, K. L., Mahlia, T. M. I. (2019). Sustainability of direct biodiesel synthe-sis from microalgae biomass: A critical review. Renewable and Sustainable Energy Reviews, 107, 59-74.https://doi.org/10.1016/j.rser.2019.02.012
- 10. Quah, R. V., Tan, Y. H., Mubarak, N. M., Khalid, M., Abdullah, E. C., Nolasco-Hipolito, C. (2019). An overview of biodiesel production using recyclable biomass and non-biomass derived magnetic catalysts. Journal of Environmental Chemical Engineer-ing, 7(4), 103219. https://doi.org/10.1016/j.jece.2019.103219
- 11. Olubunmi, B. E., Karmakar, B., Aderemi, O. M., Auta, M., Hal-der, G. (2020). Parametric optimization by Taguchi L9 approach towards biodiesel production from restaurant waste oil using Fe-supported anthill catalyst. Journal of Environmental Chemical Engineering, 8(5), 104288. https://doi.org/10.1016/j.jece.2020.104288
- 12. Khan, H. M., Iqbal, T., Ali, C. H., Javaid, A., Cheema, I. I. (2020). Sustainable biodiesel production from waste cooking oil utilizing waste ostrich (Struthio camelus) bones derived heteroge-neous catalyst. Fuel, 277, 118091. https://doi.org/10.1016/j.fuel.2020.118091
- 13. Mahlia, T. M. I., Syazmi, Z. A. H. S., Mofijur, M., Abas, A. P., Bilad, M. R., Ong, H. C., Silitonga, A. S. (2020). Patent landscape review on biodiesel production: Technology updates. Renewable and Sustainable Energy Reviews, 118, 109526. https://doi.org/10.1016/j.rser.2019.109526
- 14. Singh, D., Sharma, D., Soni, S. L., Sharma, S., Sharma, P. K., Jhalani, A. (2020). A review on feedstocks, production processes, and yield for different generations of biodiesel. Fuel, 262, 116553.
- 15. Kumar, V., Thakur, I. S. (2020). Biodiesel production from trans-esterification of Serratia sp. ISTD04 lipids using immobilised li-pase on biocomposite materials of biomineralized products of carbon dioxide sequestrating bacterium. Bioresource technolo-gy, 307, 123193. https://doi.org/10.1016/j.biortech.2020.123193
- 16. Toldrá-Reig, F., Mora, L., Toldrá, F. (2020). Developments in the use of lipase transesterification for biodiesel production from an-imal fat waste. Applied Sciences, 10(15), 5085. https://doi.org/10.3390/app10155085
- 17. Aksoy, F., Akay, F., Baydır, Ş. A., Solmaz, H., Yılmaz, E., Uyumaz, A., Calam, A. (2019). An Experimental Investigation on The Effects of Waste Olive Oil Biodiesel on Combustion, Engine Performance and Exhaust Emissions. International Journal of Au-tomotive Engineering and Technologies, 8(3), 103-116. https://doi.org/10.18245/ijaet.578227
- 18. Gülüm M., 2014, Experimental investigation of the effects of various production parameters on the some fuel properties of produced biodiesels from corn and hazelnut oils, Master Thesis, Karadeniz Technical University Institute of Science, Trabzon.
- 19. Nişancı S., 2007, Experimental Investigation of the Effects of Biodiesel Fuel Blends on Performance and Emission, Master The-sis, Yıldız Technical University Institute of Science, Istanbul.
- 20. Pulyaeva, V. N., Kharitonova, N. A., & Kharitonova, E. N. (2020, December). Advantages and Disadvantages of the Production and Using of Liquid Biofuels. In IOP Conference Series: Materials Science and Engineering (Vol. 976, No. 1, p. 012031). IOP Pub-lishing. doi:10.1088/1757-899X/976/1/012031
- 21. Özmetin, C., Özmetin, E., Süzen, Y., Fil, B. A. Optimizing Ad-sorption Of Methyl Violet Dye By Activated Carbon Using Re-sponse Surface Methodology. Çevre Bilim ve Teknoloji, 1.
- 22. Öztürk, Z. B., Nuran, A. Y. (2012). Yanıt yüzey metodu ile porselen karo küçülmesinde ergiticilerin optimizasyonu, Journal of Engineering and Architecture Faculty of Eskişehir Osmangazi University, 25(2), 57-65.
- 23. Öney, Ö., Samanlı, S. (2017). Kütahya/Altıntaş grafitlerinin kaba flotasyon parametrelerinin box-behnken deney tasarımı kullanılarak optimizasyonu ve modellenmesi, Dokuz Eylul Uni-versity-Faculty of Engineering Journal of Science and Engineer-ing, 19(56), 532-542. Doi: 10.21205/deufmd. 2017195651
- 24. Koç, B., Kaymak-Ertekin, F. (2010). Yanıt yüzey yöntemi ve gıda işleme uygulamaları, Gıda Dergisi, 35(1), 1-8.
- 25. Kılıçkap, E., Hüseyinoğlu, M. (2010). Tepki yüzey modeli ve genetik algoritma kullanılarak AISI 316’nın delinmesinde oluşan çapak yüksekliğinin modellenmesi ve optimizasyonu, Dicle Ün-iversitesi Mühendislik Fakültesi Dergisi, 1(1), 71-80.
- 26. Güvercin, S., Yildiz, A. (2018). Optimization of cutting parame-ters using the response surface method. Sigma Journal of Engi-neering and Natural Sciences, 36(1), 113-121.
- 27. Anwar, M., Rasul, M. G., Ashwath, N., Rahman, M. M. (2018). Optimisation of second-generation biodiesel production from Australian native stone fruit oil using response surface method. Energies, 11(10), 2566. https://doi.org/10.3390/en11102566
- 28. Nayak, M. G., & Vyas, A. P. (2019). Optimization of microwave-assisted biodiesel production from Papaya oil using response sur-face methodology. Renewable Energy, 138, 18-28. https://doi.org/10.1016/j.renene.2019.01.054
- 29. Latchubugata, C. S., Kondapaneni, R. V., Patluri, K. K., Virendra, U., & Vedantam, S. (2018). Kinetics and optimization studies us-ing Response Surface Methodology in biodiesel production using heterogeneous catalyst. Chemical Engineering Research and De-sign, 135, 129-139.
- 30. Sedef, Köse., Aylanşık, G., Babagiray, M., Kocakulak, T. Bio-diesel Production from Waste Sunflower Oil and Engine Perfor-mance Tests. International Journal of Automotive Science and Technology, 4(4), 206-212. https://doi.org/10.30939/ijastech..770309
- 31. Hamze, H., Akia, M., & Yazdani, F. (2015). Optimization of biodiesel production from the waste cooking oil using response surface methodology. Process Safety and Environmental Protec-tion, 94, 1-10.
- 32. H. Solmaz et Al. , "Balık İç Atıklarından Piroliz Yöntemi İle Yakıt Üretimi Ve Egzoz Emisyon Değerlerinin İncelenmesi," 14th In-ternational Combustion Sysmposium (INCOS2018) , Karabük, Turkey, 2018
- 33. Ramachander, J., et al. "Performance and emission predictions of a CRDI engine powered with diesel fuel: A combined study of in-jection parameters variation and Box-Behnken response surface methodology based optimization." Fuel 290 (2021): 120069.
- 34. Ashok, B., Jeevanantham, A. K., Prabhu, K., Shirude, P. M., Shinde, D. D., Nadgauda, N. S., & Karthick, C. (2021). Multi-objective optimization on vibration and noise characteristics of light duty biofuel powered engine at idling condition using re-sponse surface methodology. Journal of Energy Resources Tech-nology, 143(4).
Response Surface Method Based Optimization of the Viscosity of Waste Cooking Oil Biodiesel
Year 2021,
Volume: 1 Issue: 1, 30 - 37, 31.03.2021
Sedef Köse
,
Mustafa Babagiray
,
Tolga Kocakulak
Abstract
In this study, biodiesel fuel production from waste sunflower oil and viscosity optimization was carried out. During the production process, catalyst ratio, alcohol ratio and reaction temperature were determined as variable parameters. Transesferication method was used as the production method. During the production process, the use of NaOH catalyst and methyl alcohol was provided. Biodiesel production steps with the transesterification method were discussed in detail. A total of 27 different biodiesel fuels were obtained with a catalyst ratio varying between 0.03% and 0.07%, alcohol content between 15% and 25%, and reaction temperature between 50 ° C and 70 ° C. All biodiesel fuels were analyzed and their characteristics were determined. In the optimization process, catalyst ratio, temperature and alcohol ratio were considered as input parameters, and viscosity as output parameters.Both 3D surface plots and 2D contour plots were developed using MINITAB 19 to predict optimum biodiesel viscosity. To predict biodiesel viscosity a quadratic model was created and it showed an R2 of 0.95 indicating satisfactory of the model. Minimum biodiesel viscosity of 4.37 was obtained at a temperature of 60, NaOH catalyst concentration of 0.07% and an alcohol ratio of 25%. At these reaction conditions, the predicted biodiesel viscosity was 4.247. These results demonstrate reliable prediction of the viscosity by Response surface methodology(RSM).
Thanks
This study was supported by AKUYAL (Afyon Kocatepe University Fuel Analysis Laboratuvary).We thank AKUYAL for their support.
References
- 1. Uyumaz, A., Aydoğan B., Yılmaz, E., Solmaz, H., Aksoy, F., Mutlu, İ.,Calam, A. (2020). Experimental investigation on the combustion, performance and exhaust emission characteristics of poppy oil biodiesel-diesel dual fuel combustion in a CI en-gine. Fuel, 280, 118588. https://doi.org/10.1016/j.fuel.2020.118588
- 2. Milano, J., Ong, H. C., Masjuki, H. H., Chong, W. T., Lam, M. K., Loh, P. K., Vellayan, V. (2016). Microalgae biofuels as an alter-native to fossil fuel for power generation. Renewable and Sustai-nable Energy Reviews, 58, 180-197. https://doi.org/10.1016/j.rser.2015.12.150
- 3. Fooster, E., Contestabile, M., Blazquez, J., Manzano, B., Work-man, M., Shah, N. (2017). The unstudied barriers to widespread renewable energy deployment: Fossil fuel price respons-es. Energy Policy, 103, 258-264.https://doi.org/10.1016/j.enpol.2016.12.050
- 4. Tietjen, O., Pahle, M., Fuss, S. (2016). Investment risks in power generation: A comparison of fossil fuel and renewable energy dominated markets. Energy Economics, 58, 174-185. https://doi.org/10.1016/j.jeem.2015.03.004
- 5. Kocakulak, T., Solmaz, H. (2020). Ön ve son iletimli paralel hibrit araçların bulanık mantık yöntemi ile kontrolü ve diğer güç sistemleri ile karşılaştırılması. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 35(4), 2269-2286. 10.17341/gazimmfd.709101.
- 6. Kocakulak, T., Solmaz, H. (2020). HCCI Menzil Arttırıcı Motor Kullanılan Seri Hibrit Bir Aracın Modellenmesi. Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji, 8(2), 279-292. https://doi.org/10.29109/gujsc.670564
- 7. Sher, F., Iqbal, S. Z., Liu, H., Imran, M., Snape, C. E. (2020). Thermal and kinetic analysis of diverse biomass fuels under dif-ferent reaction environment: A way forward to renewable energy sources. Energy Conversion and Management, 203, 112266. https://doi.org/10.1016/j.enconman.2019.112266
- 8. Chen, W. H., Ong, H., Bhaskar, T. (2020). Biomass Processing for Biofuels, Bioenergy and Chemicals. MDPI-Multidisciplinary Digital Publishing Institute.
- 9. Goh, B. H. H., Ong, H. C., Cheah, M. Y., Chen, W. H., Yu, K. L., Mahlia, T. M. I. (2019). Sustainability of direct biodiesel synthe-sis from microalgae biomass: A critical review. Renewable and Sustainable Energy Reviews, 107, 59-74.https://doi.org/10.1016/j.rser.2019.02.012
- 10. Quah, R. V., Tan, Y. H., Mubarak, N. M., Khalid, M., Abdullah, E. C., Nolasco-Hipolito, C. (2019). An overview of biodiesel production using recyclable biomass and non-biomass derived magnetic catalysts. Journal of Environmental Chemical Engineer-ing, 7(4), 103219. https://doi.org/10.1016/j.jece.2019.103219
- 11. Olubunmi, B. E., Karmakar, B., Aderemi, O. M., Auta, M., Hal-der, G. (2020). Parametric optimization by Taguchi L9 approach towards biodiesel production from restaurant waste oil using Fe-supported anthill catalyst. Journal of Environmental Chemical Engineering, 8(5), 104288. https://doi.org/10.1016/j.jece.2020.104288
- 12. Khan, H. M., Iqbal, T., Ali, C. H., Javaid, A., Cheema, I. I. (2020). Sustainable biodiesel production from waste cooking oil utilizing waste ostrich (Struthio camelus) bones derived heteroge-neous catalyst. Fuel, 277, 118091. https://doi.org/10.1016/j.fuel.2020.118091
- 13. Mahlia, T. M. I., Syazmi, Z. A. H. S., Mofijur, M., Abas, A. P., Bilad, M. R., Ong, H. C., Silitonga, A. S. (2020). Patent landscape review on biodiesel production: Technology updates. Renewable and Sustainable Energy Reviews, 118, 109526. https://doi.org/10.1016/j.rser.2019.109526
- 14. Singh, D., Sharma, D., Soni, S. L., Sharma, S., Sharma, P. K., Jhalani, A. (2020). A review on feedstocks, production processes, and yield for different generations of biodiesel. Fuel, 262, 116553.
- 15. Kumar, V., Thakur, I. S. (2020). Biodiesel production from trans-esterification of Serratia sp. ISTD04 lipids using immobilised li-pase on biocomposite materials of biomineralized products of carbon dioxide sequestrating bacterium. Bioresource technolo-gy, 307, 123193. https://doi.org/10.1016/j.biortech.2020.123193
- 16. Toldrá-Reig, F., Mora, L., Toldrá, F. (2020). Developments in the use of lipase transesterification for biodiesel production from an-imal fat waste. Applied Sciences, 10(15), 5085. https://doi.org/10.3390/app10155085
- 17. Aksoy, F., Akay, F., Baydır, Ş. A., Solmaz, H., Yılmaz, E., Uyumaz, A., Calam, A. (2019). An Experimental Investigation on The Effects of Waste Olive Oil Biodiesel on Combustion, Engine Performance and Exhaust Emissions. International Journal of Au-tomotive Engineering and Technologies, 8(3), 103-116. https://doi.org/10.18245/ijaet.578227
- 18. Gülüm M., 2014, Experimental investigation of the effects of various production parameters on the some fuel properties of produced biodiesels from corn and hazelnut oils, Master Thesis, Karadeniz Technical University Institute of Science, Trabzon.
- 19. Nişancı S., 2007, Experimental Investigation of the Effects of Biodiesel Fuel Blends on Performance and Emission, Master The-sis, Yıldız Technical University Institute of Science, Istanbul.
- 20. Pulyaeva, V. N., Kharitonova, N. A., & Kharitonova, E. N. (2020, December). Advantages and Disadvantages of the Production and Using of Liquid Biofuels. In IOP Conference Series: Materials Science and Engineering (Vol. 976, No. 1, p. 012031). IOP Pub-lishing. doi:10.1088/1757-899X/976/1/012031
- 21. Özmetin, C., Özmetin, E., Süzen, Y., Fil, B. A. Optimizing Ad-sorption Of Methyl Violet Dye By Activated Carbon Using Re-sponse Surface Methodology. Çevre Bilim ve Teknoloji, 1.
- 22. Öztürk, Z. B., Nuran, A. Y. (2012). Yanıt yüzey metodu ile porselen karo küçülmesinde ergiticilerin optimizasyonu, Journal of Engineering and Architecture Faculty of Eskişehir Osmangazi University, 25(2), 57-65.
- 23. Öney, Ö., Samanlı, S. (2017). Kütahya/Altıntaş grafitlerinin kaba flotasyon parametrelerinin box-behnken deney tasarımı kullanılarak optimizasyonu ve modellenmesi, Dokuz Eylul Uni-versity-Faculty of Engineering Journal of Science and Engineer-ing, 19(56), 532-542. Doi: 10.21205/deufmd. 2017195651
- 24. Koç, B., Kaymak-Ertekin, F. (2010). Yanıt yüzey yöntemi ve gıda işleme uygulamaları, Gıda Dergisi, 35(1), 1-8.
- 25. Kılıçkap, E., Hüseyinoğlu, M. (2010). Tepki yüzey modeli ve genetik algoritma kullanılarak AISI 316’nın delinmesinde oluşan çapak yüksekliğinin modellenmesi ve optimizasyonu, Dicle Ün-iversitesi Mühendislik Fakültesi Dergisi, 1(1), 71-80.
- 26. Güvercin, S., Yildiz, A. (2018). Optimization of cutting parame-ters using the response surface method. Sigma Journal of Engi-neering and Natural Sciences, 36(1), 113-121.
- 27. Anwar, M., Rasul, M. G., Ashwath, N., Rahman, M. M. (2018). Optimisation of second-generation biodiesel production from Australian native stone fruit oil using response surface method. Energies, 11(10), 2566. https://doi.org/10.3390/en11102566
- 28. Nayak, M. G., & Vyas, A. P. (2019). Optimization of microwave-assisted biodiesel production from Papaya oil using response sur-face methodology. Renewable Energy, 138, 18-28. https://doi.org/10.1016/j.renene.2019.01.054
- 29. Latchubugata, C. S., Kondapaneni, R. V., Patluri, K. K., Virendra, U., & Vedantam, S. (2018). Kinetics and optimization studies us-ing Response Surface Methodology in biodiesel production using heterogeneous catalyst. Chemical Engineering Research and De-sign, 135, 129-139.
- 30. Sedef, Köse., Aylanşık, G., Babagiray, M., Kocakulak, T. Bio-diesel Production from Waste Sunflower Oil and Engine Perfor-mance Tests. International Journal of Automotive Science and Technology, 4(4), 206-212. https://doi.org/10.30939/ijastech..770309
- 31. Hamze, H., Akia, M., & Yazdani, F. (2015). Optimization of biodiesel production from the waste cooking oil using response surface methodology. Process Safety and Environmental Protec-tion, 94, 1-10.
- 32. H. Solmaz et Al. , "Balık İç Atıklarından Piroliz Yöntemi İle Yakıt Üretimi Ve Egzoz Emisyon Değerlerinin İncelenmesi," 14th In-ternational Combustion Sysmposium (INCOS2018) , Karabük, Turkey, 2018
- 33. Ramachander, J., et al. "Performance and emission predictions of a CRDI engine powered with diesel fuel: A combined study of in-jection parameters variation and Box-Behnken response surface methodology based optimization." Fuel 290 (2021): 120069.
- 34. Ashok, B., Jeevanantham, A. K., Prabhu, K., Shirude, P. M., Shinde, D. D., Nadgauda, N. S., & Karthick, C. (2021). Multi-objective optimization on vibration and noise characteristics of light duty biofuel powered engine at idling condition using re-sponse surface methodology. Journal of Energy Resources Tech-nology, 143(4).