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Modified waste egg shell derived bifunctional catalyst for biodiesel production from high FFA waste cooking oil. A review

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  • Mansir, Nasar
  • Teo, Siow Hwa
  • Rashid, Umer
  • Saiman, Mohd Izham
  • Tan, Yen Ping
  • Alsultan, G. Abdulkareem
  • Taufiq-Yap, Yun Hin

Abstract

Global energy crisis are as a result of gradual depletion of fossil fuel reserves, coupled with population growth in developing countries. Besides, fossil fuels are not environmentally benign as they are associated with problems, i.e. global warming, high toxicity and non biodegradability, hence it is considered as non sustainable source of energy. Without doubt, biofuel-based energy is a promising long-term energy source that can reduce the over dependence on fossil fuels as a result of feedstocks availability and renewability. However, biodiesel production from vegetable oil using the traditional homogeneous catalytic system is no longer defensible by industries in the near future, particularly due to food-fuel rivalry and ecological problems related to the conventional homogeneous catalytic system. This review presents a comprehensive step by step process of converting waste cooking oil (WCO) to biodiesel, using modified waste egg shell catalyst. The modified waste egg shell derived bi-functional catalyst could easily be removed from the fatty acid methyl esters (FAME) with limited environmental effects. The new modified catalytic system is able to convert the high free fatty acid (FFA) content waste cooking oil to FAME efficiently under moderate reaction conditions. Utilization of waste cooking oil as a feedstock for biodiesel production will reduce the food security issues that stem the biodiesel production from food-grade oil. Moreover, it will reduce the total production cost of the FAME due to its low cost. The major objective of this article is to demonstrate the current state of the use of heterogeneous bifunctional acid/base catalyst to produce biodiesel from green and non-edible waste cooking oil. At the end of the article, perspectives and future developments are also presented.

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  • Mansir, Nasar & Teo, Siow Hwa & Rashid, Umer & Saiman, Mohd Izham & Tan, Yen Ping & Alsultan, G. Abdulkareem & Taufiq-Yap, Yun Hin, 2018. "Modified waste egg shell derived bifunctional catalyst for biodiesel production from high FFA waste cooking oil. A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3645-3655.
  • Handle: RePEc:eee:rensus:v:82:y:2018:i:p3:p:3645-3655
    DOI: 10.1016/j.rser.2017.10.098
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    1. Lee, H.V. & Juan, J.C. & Taufiq-Yap, Y.H., 2015. "Preparation and application of binary acid–base CaO–La2O3 catalyst for biodiesel production," Renewable Energy, Elsevier, vol. 74(C), pages 124-132.
    2. Guo, Feng & Xiu, Zhi-Long & Liang, Zhi-Xia, 2012. "Synthesis of biodiesel from acidified soybean soapstock using a lignin-derived carbonaceous catalyst," Applied Energy, Elsevier, vol. 98(C), pages 47-52.
    3. Joelianingsih, & Maeda, Hitoshi & Hagiwara, Shoji & Nabetani, Hiroshi & Sagara, Yasuyuki & Soerawidjaya, Tatang H. & Tambunan, Armansyah H. & Abdullah, Kamaruddin, 2008. "Biodiesel fuels from palm oil via the non-catalytic transesterification in a bubble column reactor at atmospheric pressure: A kinetic study," Renewable Energy, Elsevier, vol. 33(7), pages 1629-1636.
    4. Motasemi, F. & Ani, F.N., 2012. "A review on microwave-assisted production of biodiesel," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(7), pages 4719-4733.
    5. Mardhiah, H. Haziratul & Ong, Hwai Chyuan & Masjuki, H.H. & Lim, Steven & Lee, H.V., 2017. "A review on latest developments and future prospects of heterogeneous catalyst in biodiesel production from non-edible oils," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1225-1236.
    6. Escobar, José C. & Lora, Electo S. & Venturini, Osvaldo J. & Yáñez, Edgar E. & Castillo, Edgar F. & Almazan, Oscar, 2009. "Biofuels: Environment, technology and food security," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(6-7), pages 1275-1287, August.
    7. Fadhil, Abdelrahman B. & Ali, Latif H., 2013. "Alkaline-catalyzed transesterification of Silurus triostegus Heckel fish oil: Optimization of transesterification parameters," Renewable Energy, Elsevier, vol. 60(C), pages 481-488.
    8. Suryaputra, Wijaya & Winata, Indra & Indraswati, Nani & Ismadji, Suryadi, 2013. "Waste capiz (Amusium cristatum) shell as a new heterogeneous catalyst for biodiesel production," Renewable Energy, Elsevier, vol. 50(C), pages 795-799.
    9. Chouhan, A.P. Singh & Sarma, A.K., 2011. "Modern heterogeneous catalysts for biodiesel production: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4378-4399.
    10. Yaakob, Zahira & Mohammad, Masita & Alherbawi, Mohammad & Alam, Zahangir & Sopian, Kamaruzaman, 2013. "Overview of the production of biodiesel from Waste cooking oil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 184-193.
    11. Uzun, Başak Burcu & Kılıç, Murat & Özbay, Nurgül & Pütün, Ayşe E. & Pütün, Ersan, 2012. "Biodiesel production from waste frying oils: Optimization of reaction parameters and determination of fuel properties," Energy, Elsevier, vol. 44(1), pages 347-351.
    12. Marinković, Dalibor M. & Stanković, Miroslav V. & Veličković, Ana V. & Avramović, Jelena M. & Miladinović, Marija R. & Stamenković, Olivera O. & Veljković, Vlada B. & Jovanović, Dušan M., 2016. "Calcium oxide as a promising heterogeneous catalyst for biodiesel production: Current state and perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 1387-1408.
    13. Banković-Ilić, Ivana B. & Stamenković, Olivera S. & Veljković, Vlada B., 2012. "Biodiesel production from non-edible plant oils," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 3621-3647.
    14. Mandolesi de Araújo, Carlos Daniel & de Andrade, Claudia Cristina & de Souza e Silva, Erika & Dupas, Francisco Antonio, 2013. "Biodiesel production from used cooking oil: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 445-452.
    15. Li, Yan & Zhang, Xiao-Dong & Sun, Li & Zhang, Jie & Xu, Hai-Peng, 2010. "Fatty acid methyl ester synthesis catalyzed by solid superacid catalyst /ZrO2-TiO2/La3+," Applied Energy, Elsevier, vol. 87(1), pages 156-159, January.
    16. Borges, M.E. & Díaz, L., 2012. "Recent developments on heterogeneous catalysts for biodiesel production by oil esterification and transesterification reactions: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2839-2849.
    17. Galadima, Ahmad & Muraza, Oki, 2014. "Biodiesel production from algae by using heterogeneous catalysts: A critical review," Energy, Elsevier, vol. 78(C), pages 72-83.
    18. Tan, Yie Hua & Abdullah, Mohammad Omar & Nolasco-Hipolito, Cirilo & Taufiq-Yap, Yun Hin, 2015. "Waste ostrich- and chicken-eggshells as heterogeneous base catalyst for biodiesel production from used cooking oil: Catalyst characterization and biodiesel yield performance," Applied Energy, Elsevier, vol. 160(C), pages 58-70.
    19. Nakpong, Piyanuch & Wootthikanokkhan, Sasiwimol, 2010. "High free fatty acid coconut oil as a potential feedstock for biodiesel production in Thailand," Renewable Energy, Elsevier, vol. 35(8), pages 1682-1687.
    20. Shu, Qing & Gao, Jixian & Nawaz, Zeeshan & Liao, Yuhui & Wang, Dezheng & Wang, Jinfu, 2010. "Synthesis of biodiesel from waste vegetable oil with large amounts of free fatty acids using a carbon-based solid acid catalyst," Applied Energy, Elsevier, vol. 87(8), pages 2589-2596, August.
    21. Baskar, G. & Aiswarya, R., 2016. "Trends in catalytic production of biodiesel from various feedstocks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 496-504.
    22. Meher, L.C. & Churamani, C.P. & Arif, Md. & Ahmed, Z. & Naik, S.N., 2013. "Jatropha curcas as a renewable source for bio-fuels—A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 397-407.
    23. Al-Jammal, Noor & Al-Hamamre, Zayed & Alnaief, Mohammad, 2016. "Manufacturing of zeolite based catalyst from zeolite tuft for biodiesel production from waste sunflower oil," Renewable Energy, Elsevier, vol. 93(C), pages 449-459.
    24. Avhad, M.R. & Marchetti, J.M., 2015. "A review on recent advancement in catalytic materials for biodiesel production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 696-718.
    25. Atadashi, I.M. & Aroua, M.K. & Abdul Aziz, A.R. & Sulaiman, N.M.N., 2012. "The effects of water on biodiesel production and refining technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 3456-3470.
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