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Intensification of biodiesel production from waste goat tallow using infrared radiation: Process evaluation through response surface methodology and artificial neural network

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  • Chakraborty, R.
  • Sahu, H.

Abstract

For the first time, an efficient simultaneous trans/esterification process for biodiesel synthesis from waste goat tallow with considerable free fatty acids (FFAs) content has been explored employing an infrared radiation assisted reactor (IRAR). The impacts of methanol to tallow molar ratio, IRAR temperature and H2SO4 concentration on goat tallow conversion were evaluated by response surface methodology (RSM). Under optimal conditions, 96.7% FFA conversion was achieved within 2.5h at 59.93wt.% H2SO4, 69.97°C IRAR temperature and 31.88:1 methanol to tallow molar ratio. The experimental results were also modeled using artificial neural network (ANN) and marginal improvement in modeling efficiency was observed in comparison with RSM. The infrared radiation strategy could significantly accelerate the conversion process as demonstrated through a substantial reduction in reaction time compared to conventionally heated reactor while providing appreciably high biodiesel yield. Moreover, the in situ water removal using silica-gel adsorbent could also facilitate achieving higher FFA conversion to fatty acid methyl ester (FAME). Owing to the occurrence of simultaneous transesterification of triglycerides present in goat tallow, overall 98.5wt.% FAME content was determined at optimal conditions in the product biodiesel which conformed to ASTM and EN biodiesel specifications.

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  • Chakraborty, R. & Sahu, H., 2014. "Intensification of biodiesel production from waste goat tallow using infrared radiation: Process evaluation through response surface methodology and artificial neural network," Applied Energy, Elsevier, vol. 114(C), pages 827-836.
    • Handle: RePEc:eee:appene:v:114:y:2014:i:c:p:827-836
    DOI: 10.1016/j.apenergy.2013.04.025
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    1. Balat, Mustafa & Balat, Havva, 2010. "Progress in biodiesel processing," Applied Energy, Elsevier, vol. 87(6), pages 1815-1835, June.
    2. Lin, Lin & Cunshan, Zhou & Vittayapadung, Saritporn & Xiangqian, Shen & Mingdong, Dong, 2011. "Opportunities and challenges for biodiesel fuel," Applied Energy, Elsevier, vol. 88(4), pages 1020-1031, April.
    3. Mutreja, Vishal & Singh, Satnam & Ali, Amjad, 2011. "Biodiesel from mutton fat using KOH impregnated MgO as heterogeneous catalysts," Renewable Energy, Elsevier, vol. 36(8), pages 2253-2258.
    4. Liu, Shaoyang & Wang, Yifen & Oh, Jun-Hyun & Herring, Josh L., 2011. "Fast biodiesel production from beef tallow with radio frequency heating," Renewable Energy, Elsevier, vol. 36(3), pages 1003-1007.
    5. Montefrio, Marvin Joseph & Xinwen, Tai & Obbard, Jeffrey Philip, 2010. "Recovery and pre-treatment of fats, oil and grease from grease interceptors for biodiesel production," Applied Energy, Elsevier, vol. 87(10), pages 3155-3161, October.
    6. Yin, Xiulian & Ma, Haile & You, Qinghong & Wang, Zhenbin & Chang, Jinke, 2012. "Comparison of four different enhancing methods for preparing biodiesel through transesterification of sunflower oil," Applied Energy, Elsevier, vol. 91(1), pages 320-325.
    7. Öner, Cengiz & Altun, Sehmus, 2009. "Biodiesel production from inedible animal tallow and an experimental investigation of its use as alternative fuel in a direct injection diesel engine," Applied Energy, Elsevier, vol. 86(10), pages 2114-2120, October.
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