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Predictive capability evaluation and optimization of sustainable biodiesel production from oleaginous biomass grown on pulp and paper industrial wastewater

Author

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  • Vasaki E, Madhu
  • Karri, Rama Rao
  • Ravindran, Gobinath
  • Paramasivan, Balasubramanian

Abstract

Biodiesel, as a green fuel, acts as a potential candidate to supplement conventional fossil fuels. This research study targets green environment (using biodiesel) and clean environment (reduce wastewater) by producing biodiesel through oleaginous biomasses (Yarrowia lipolytica, Metschnikowia pulcherrima and Lipomyces starkeyi) grown on pulp and paper industrial wastewater. Batch culture studies were explored for the potential feedstock of the oleaginous organism by the synthesis of single cell oil and fatty acid methyl ester (FAME) yield. Response surface methodology (RSM) was used to design the optimal experimental matrix and identify the optimal process conditions that enhance the FAME yield. To determine the inherent characteristics of the growth of oleaginous biomasses on the industrial wastewater, a data-driven adaptive neuro-fuzzy inference system (ANFIS) is implemented. Y. lipolytica strain cultured shown high biomass concentration of 32.36 g/l with biomass productivity of 5.39 g/l/d was considered for further scale-up for the transesterification process. Results indicated that the maximum yield of 0.48 (g-biodiesel/g-lipid) was obtained under the 2.5 g of lipid dosage with 0.02 g/ml of catalyst concentration by constant stirring at 70 °C. The optimum conditions to achieve maximum FAME yield of 1.154 g/g was obtained at 2.485 g, 70.87 °C and 0.021 g/ml for lipid dosage, temperature and catalyst concentrations, respectively.

Suggested Citation

  • Vasaki E, Madhu & Karri, Rama Rao & Ravindran, Gobinath & Paramasivan, Balasubramanian, 2021. "Predictive capability evaluation and optimization of sustainable biodiesel production from oleaginous biomass grown on pulp and paper industrial wastewater," Renewable Energy, Elsevier, vol. 168(C), pages 204-215.
    • Handle: RePEc:eee:renene:v:168:y:2021:i:c:p:204-215
    DOI: 10.1016/j.renene.2020.12.038
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    1. Ling, Jiayin & Nip, Saiwa & de Toledo, Renata Alves & Tian, Yuan & Shim, Hojae, 2016. "Evaluation of specific lipid production and nutrients removal from wastewater by Rhodosporidium toruloides and biodiesel production from wet biomass via microwave irradiation," Energy, Elsevier, vol. 108(C), pages 185-194.
    2. Noushabadi, Abolfazl Sajadi & Dashti, Amir & Raji, Mojtaba & Zarei, Alireza & Mohammadi, Amir H., 2020. "Estimation of cetane numbers of biodiesel and diesel oils using regression and PSO-ANFIS models," Renewable Energy, Elsevier, vol. 158(C), pages 465-473.
    3. Dahdah, Eliane & Estephane, Jane & Haydar, Reem & Youssef, Yara & El Khoury, Bilal & Gennequin, Cedric & Aboukaïs, Antoine & Abi-Aad, Edmond & Aouad, Samer, 2020. "Biodiesel production from refined sunflower oil over Ca–Mg–Al catalysts: Effect of the composition and the thermal treatment," Renewable Energy, Elsevier, vol. 146(C), pages 1242-1248.
    4. Al Hatrooshi, Ahmed Said & Eze, Valentine C. & Harvey, Adam P., 2020. "Production of biodiesel from waste shark liver oil for biofuel applications," Renewable Energy, Elsevier, vol. 145(C), pages 99-105.
    5. Yellapu, Sravan Kumar & Klai, Nouha & Kaur, Rajwinder & Tyagi, Rajeshwar D. & Surampalli, Rao Y., 2019. "Oleaginous yeast biomass flocculation using bioflocculant produced in wastewater sludge and transesterification using petroleum diesel as a co-solvent," Renewable Energy, Elsevier, vol. 131(C), pages 217-228.
    6. Demirbas, Ayhan, 2011. "Competitive liquid biofuels from biomass," Applied Energy, Elsevier, vol. 88(1), pages 17-28, January.
    7. Macías-Sánchez, M.D. & Robles-Medina, A. & Jiménez-Callejón, M.J. & Hita-Peña, E. & Estéban-Cerdán, L. & González-Moreno, P.A. & Navarro-López, E. & Molina-Grima, E., 2018. "Optimization of biodiesel production from wet microalgal biomass by direct transesterification using the surface response methodology," Renewable Energy, Elsevier, vol. 129(PA), pages 141-149.
    8. Vargas, Edgar M. & Neves, Márcia C. & Tarelho, Luís A.C. & Nunes, Maria I., 2019. "Solid catalysts obtained from wastes for FAME production using mixtures of refined palm oil and waste cooking oils," Renewable Energy, Elsevier, vol. 136(C), pages 873-883.
    9. Tongroon, Manida & Suebwong, Amornpoth & Kananont, Mongkon & Aunchaisri, Jirasak & Chollacoop, Nuwong, 2017. "High quality jatropha biodiesel (H-FAME) and its application in a common rail diesel engine," Renewable Energy, Elsevier, vol. 113(C), pages 660-668.
    10. Ling, Jiayin & Tian, Yuan & de Toledo, Renata Alves & Shim, Hojae, 2017. "Cost reduction for the lipid production from distillery and domestic mixed wastewater by Rhodosporidium toruloides via the reutilization of spent seed culture medium," Energy, Elsevier, vol. 136(C), pages 135-141.
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