IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v168y2021icp204-215.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148120319649
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2020.12.038?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Demirbas, Ayhan, 2011. "Competitive liquid biofuels from biomass," Applied Energy, Elsevier, vol. 88(1), pages 17-28, January.
    9. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hasan, Alabas & Mugdadi, Basheer & Al-Nimr, Moh'd A. & Tashtoush, Bourhan, 2022. "Direct and indirect utilization of thermal energy for cooling generation: A comparative analysis," Energy, Elsevier, vol. 238(PC).
    2. Safder, Usman & Lim, Juin Yau & How, Bing Shen & Ifaei, Pouya & Heo, SungKy & Yoo, ChangKyoo, 2022. "Optimal configuration and economic analysis of PRO-retrofitted industrial networks for sustainable energy production and material recovery considering uncertainties: Bioethanol and sugar mill case stu," Renewable Energy, Elsevier, vol. 182(C), pages 797-816.
    3. Chuengcharoenphanich, Nuttha & Watsuntorn, Wannapawn & Qi, Wei & Wang, Zhongming & Hu, Yunzi & Chulalaksananukul, Warawut, 2023. "The potential of biodiesel production from grasses in Thailand through consolidated bioprocessing using a cellulolytic oleaginous yeast, Cyberlindnera rhodanensis CU-CV7," Energy, Elsevier, vol. 263(PB).
    4. Gao, Xiu & Chen, Chao & Zhang, Wenlu & Hong, Yanping & Wang, Chunrong & Wu, Guoqiang, 2022. "Sulfated TiO2 supported molybdenum-based catalysts for transesterification of Jatropha seed oil: Effect of molybdenum species and acidity properties," Renewable Energy, Elsevier, vol. 191(C), pages 357-369.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Omojola Awogbemi & Daramy Vandi Von Kallon & Emmanuel Idoko Onuh & Victor Sunday Aigbodion, 2021. "An Overview of the Classification, Production and Utilization of Biofuels for Internal Combustion Engine Applications," Energies, MDPI, vol. 14(18), pages 1-43, September.
    2. Che Zhao & Hongyuan Chen & Xiao Wu & Rui Shan, 2023. "Exploiting the Waste Biomass of Durian Shell as a Heterogeneous Catalyst for Biodiesel Production at Room Temperature," IJERPH, MDPI, vol. 20(3), pages 1-10, January.
    3. Bharathiraja, B. & Jayamuthunagai, J. & Sudharsanaa, T. & Bharghavi, A. & Praveenkumar, R. & Chakravarthy, M. & Yuvaraj, D., 2017. "Biobutanol – An impending biofuel for future: A review on upstream and downstream processing tecniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 68(P1), pages 788-807.
    4. Nahas, Lea & Dahdah, Eliane & Aouad, Samer & El Khoury, Bilal & Gennequin, Cedric & Abi Aad, Edmond & Estephane, Jane, 2023. "Highly efficient scallop seashell-derived catalyst for biodiesel production from sunflower and waste cooking oils: Reaction kinetics and effect of calcination temperature studies," Renewable Energy, Elsevier, vol. 202(C), pages 1086-1095.
    5. Wang, Zhi & Liu, Hui & Long, Yan & Wang, Jianxin & He, Xin, 2015. "Comparative study on alcohols–gasoline and gasoline–alcohols dual-fuel spark ignition (DFSI) combustion for high load extension and high fuel efficiency," Energy, Elsevier, vol. 82(C), pages 395-405.
    6. Jin, Wenxiang & Chen, Ling & Hu, Meng & Sun, Dan & Li, Ao & Li, Ying & Hu, Zhen & Zhou, Shiguang & Tu, Yuanyuan & Xia, Tao & Wang, Yanting & Xie, Guosheng & Li, Yanbin & Bai, Baowei & Peng, Liangcai, 2016. "Tween-80 is effective for enhancing steam-exploded biomass enzymatic saccharification and ethanol production by specifically lessening cellulase absorption with lignin in common reed," Applied Energy, Elsevier, vol. 175(C), pages 82-90.
    7. Magdeldin, Mohamed & Kohl, Thomas & Järvinen, Mika, 2017. "Techno-economic assessment of the by-products contribution from non-catalytic hydrothermal liquefaction of lignocellulose residues," Energy, Elsevier, vol. 137(C), pages 679-695.
    8. Jiheon Jun & Yi-Feng Su & James R. Keiser & John E. Wade & Michael D. Kass & Jack R. Ferrell & Earl Christensen & Mariefel V. Olarte & Dino Sulejmanovic, 2022. "Corrosion Compatibility of Stainless Steels and Nickel in Pyrolysis Biomass-Derived Oil at Elevated Storage Temperatures," Sustainability, MDPI, vol. 15(1), pages 1-16, December.
    9. Huang, Y. & McIlveen-Wright, D.R. & Rezvani, S. & Huang, M.J. & Wang, Y.D. & Roskilly, A.P. & Hewitt, N.J., 2013. "Comparative techno-economic analysis of biomass fuelled combined heat and power for commercial buildings," Applied Energy, Elsevier, vol. 112(C), pages 518-525.
    10. Tan, Raymond R. & Aviso, Kathleen B. & Barilea, Ivan U. & Culaba, Alvin B. & Cruz, Jose B., 2012. "A fuzzy multi-regional input–output optimization model for biomass production and trade under resource and footprint constraints," Applied Energy, Elsevier, vol. 90(1), pages 154-160.
    11. Talebian-Kiakalaieh, Amin & Amin, Nor Aishah Saidina & Mazaheri, Hossein, 2013. "A review on novel processes of biodiesel production from waste cooking oil," Applied Energy, Elsevier, vol. 104(C), pages 683-710.
    12. Kasivisvanathan, Harresh & Barilea, Ivan Dale U. & Ng, Denny K.S. & Tan, Raymond R., 2013. "Optimal operational adjustment in multi-functional energy systems in response to process inoperability," Applied Energy, Elsevier, vol. 102(C), pages 492-500.
    13. Makarfi Isa, Yusuf & Ganda, Elvis Tinashe, 2018. "Bio-oil as a potential source of petroleum range fuels," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 69-75.
    14. McCarty, Tanner & Sesmero, Juan, 2014. "Uncertainty, Irreversibility, and Investment in Second-Generation Biofuels," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 179201, Agricultural and Applied Economics Association.
    15. Xu, Donghai & Lin, Guike & Guo, Shuwei & Wang, Shuzhong & Guo, Yang & Jing, Zefeng, 2018. "Catalytic hydrothermal liquefaction of algae and upgrading of biocrude: A critical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 97(C), pages 103-118.
    16. Maity, Sunil K., 2015. "Opportunities, recent trends and challenges of integrated biorefinery: Part II," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 1446-1466.
    17. Arodudu, Oludunsin Tunrayo & Helming, Katharina & Voinov, Alexey & Wiggering, Hubert, 2017. "Integrating agronomic factors into energy efficiency assessment of agro-bioenergy production – A case study of ethanol and biogas production from maize feedstock," Applied Energy, Elsevier, vol. 198(C), pages 426-439.
    18. Long, Feng & Liu, Weiguo & Jiang, Xia & Zhai, Qiaolong & Cao, Xincheng & Jiang, Jianchun & Xu, Junming, 2021. "State-of-the-art technologies for biofuel production from triglycerides: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).
    19. Li, Yu & Kesharwani, Rajkamal & Sun, Zeyi & Qin, Ruwen & Dagli, Cihan & Zhang, Meng & Wang, Donghai, 2020. "Economic viability and environmental impact investigation for the biofuel supply chain using co-fermentation technology," Applied Energy, Elsevier, vol. 259(C).
    20. Tzanetis, Konstantinos F. & Posada, John A. & Ramirez, Andrea, 2017. "Analysis of biomass hydrothermal liquefaction and biocrude-oil upgrading for renewable jet fuel production: The impact of reaction conditions on production costs and GHG emissions performance," Renewable Energy, Elsevier, vol. 113(C), pages 1388-1398.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:168:y:2021:i:c:p:204-215. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.