IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v179y2021icp418-426.html
   My bibliography  Save this article

Electrokinetic assisted anaerobic digestion of spent mushroom substrate supplemented with sugar mill wastewater for enhanced biogas production

Author

Listed:
  • Kumar, Pankaj
  • Kumar, Vinod
  • Singh, Jogendra
  • Kumar, Piyush

Abstract

This study investigated electrokinetic assisted anaerobic digestion of spent mushroom substrate supplemented with sugar mill wastewater for enhanced biogas production. Response surface method and artificial neural network tools were used to optimize the reactor performance. Findings showed that the best reactor performance was achieved at a temperature of 34.52 °C, a direct electric current of 1.61 V, and sugar mill wastewater loading of 59.61%, while the highest observed biogas yield and methane contents were 10344 mL and 63.05%, respectively. Moreover, amongst the different control parameters, sugar mill wastewater loading showed the most significant (P < 0.001) effect on bioenergy recovery from spent mushroom substrate followed by temperature (P < 0.0298) and electric current (P < 0.1783). Besides this, the artificial neural network (feed-forward-backpropagation configuration with logistic function) simulated the biogas/methane production more efficiently as compared to the quadratic model of response surface method as revealed from R2 (<0.9979 and 0.9987), root means-square error (>117.588 and 97.253), and model efficiency (<0.998) tools. Thus, supplementation of sugar mill wastewater along with low-level direct electric current can be useful for enhanced bioenergy recovery from the spent mushroom substrate.

Suggested Citation

  • Kumar, Pankaj & Kumar, Vinod & Singh, Jogendra & Kumar, Piyush, 2021. "Electrokinetic assisted anaerobic digestion of spent mushroom substrate supplemented with sugar mill wastewater for enhanced biogas production," Renewable Energy, Elsevier, vol. 179(C), pages 418-426.
    • Handle: RePEc:eee:renene:v:179:y:2021:i:c:p:418-426
    DOI: 10.1016/j.renene.2021.07.045
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148121010508
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2021.07.045?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. Prajapati, Kalp Bhusan & Singh, Rajesh, 2020. "Enhancement of biogas production in bio-electrochemical digester from agricultural waste mixed with wastewater," Renewable Energy, Elsevier, vol. 146(C), pages 460-468.
    2. Jing He & Satoru Kawasaki & Varenyam Achal, 2020. "The Utilization of Agricultural Waste as Agro-Cement in Concrete: A Review," Sustainability, MDPI, vol. 12(17), pages 1-16, August.
    3. Abdul Aziz, Nur Izzah Hamna & Hanafiah, Marlia M. & Mohamed Ali, Mohamed Yasreen, 2019. "Sustainable biogas production from agrowaste and effluents – A promising step for small-scale industry income," Renewable Energy, Elsevier, vol. 132(C), pages 363-369.
    4. Abu Qdais, H. & Bani Hani, K. & Shatnawi, N., 2010. "Modeling and optimization of biogas production from a waste digester using artificial neural network and genetic algorithm," Resources, Conservation & Recycling, Elsevier, vol. 54(6), pages 359-363.
    5. Jiapei Wei & Gefu Liang & James Alex & Tongchao Zhang & Chunbo Ma, 2020. "Research Progress of Energy Utilization of Agricultural Waste in China: Bibliometric Analysis by Citespace," Sustainability, MDPI, vol. 12(3), pages 1-22, January.
    6. Tian, Guangliang & Yang, Bin & Dong, Minghua & Zhu, Rui & Yin, Fang & Zhao, Xingling & Wang, Yongxia & Xiao, Wei & Wang, Qiang & Zhang, Wudi & Cui, Xiaolong, 2018. "The effect of temperature on the microbial communities of peak biogas production in batch biogas reactors," Renewable Energy, Elsevier, vol. 123(C), pages 15-25.
    7. Sakiewicz, P. & Piotrowski, K. & Ober, J. & Karwot, J., 2020. "Innovative artificial neural network approach for integrated biogas – wastewater treatment system modelling: Effect of plant operating parameters on process intensification," Renewable and Sustainable Energy Reviews, Elsevier, vol. 124(C).
    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. Arwa A. AL-Huqail & Vinod Kumar & Rohit Kumar & Ebrahem M. Eid & Mostafa A. Taher & Bashir Adelodun & Sami Abou Fayssal & Boro Mioč & Valentino Držaić & Madhumita Goala & Pankaj Kumar & Ivan Širić, 2022. "Sustainable Valorization of Four Types of Fruit Peel Waste for Biogas Recovery and Use of Digestate for Radish ( Raphanus sativus L. cv. Pusa Himani) Cultivation," Sustainability, MDPI, vol. 14(16), pages 1-14, August.
    2. Arwa A. AL-Huqail & Mostafa A. Taher & Ivan Širić & Madhumita Goala & Bashir Adelodun & Kyung Sook Choi & Piyush Kumar & Vinod Kumar & Pankaj Kumar & Ebrahem M. Eid, 2023. "Bioremediation of Battery Scrap Waste Contaminated Soils Using Coco Grass ( Cyperus rotundus L.): A Prediction Modeling Study for Cadmium and Lead Phytoextraction," Agriculture, MDPI, vol. 13(7), pages 1-18, July.
    3. Reza Salehi & Qiuyan Yuan & Sumate Chaiprapat, 2022. "Development of Data-Driven Models to Predict Biogas Production from Spent Mushroom Compost," Agriculture, MDPI, vol. 12(8), pages 1-20, July.
    4. Dawid Szwarc & Katarzyna Głowacka, 2021. "Increasing the Biogas Potential of Rapeseed Straw Using Pulsed Electric Field Pre-Treatment," Energies, MDPI, vol. 14(24), pages 1-11, December.

    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. Pomeroy, Brett & Grilc, Miha & Likozar, Blaž, 2022. "Artificial neural networks for bio-based chemical production or biorefining: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 153(C).
    2. Liu, Jianfeng & Tang, Zhengkang & Wang, Changmei & Wu, Kai & Song, Yuanlin & Wang, Xingping & Zhang, Zhiwen & Zhao, Xingling & Yang, Bin & Piao, Mingguo & Yin, Fang & Zhang, Wudi, 2021. "Novel technique for sustainable utilisation of water hyacinth using EGSB and MCSTR: Control overgrowth, energy recovery, and microbial metabolic mechanism," Renewable Energy, Elsevier, vol. 163(C), pages 1701-1710.
    3. Jan Fořt & Jiří Šál & Jaroslav Žák & Robert Černý, 2020. "Assessment of Wood-Based Fly Ash as Alternative Cement Replacement," Sustainability, MDPI, vol. 12(22), pages 1-16, November.
    4. Abdel daiem, Mahmoud M. & Hatata, Ahmed & Galal, Osama H. & Said, Noha & Ahmed, Dalia, 2021. "Prediction of biogas production from anaerobic co-digestion of waste activated sludge and wheat straw using two-dimensional mathematical models and an artificial neural network," Renewable Energy, Elsevier, vol. 178(C), pages 226-240.
    5. Nur Izzah Hamna A. Aziz & Marlia M. Hanafiah & Shabbir H. Gheewala & Haikal Ismail, 2020. "Bioenergy for a Cleaner Future: A Case Study of Sustainable Biogas Supply Chain in the Malaysian Energy Sector," Sustainability, MDPI, vol. 12(8), pages 1-24, April.
    6. Sakiewicz, Piotr & Piotrowski, Krzysztof & Kalisz, Sylwester, 2020. "Neural network prediction of parameters of biomass ashes, reused within the circular economy frame," Renewable Energy, Elsevier, vol. 162(C), pages 743-753.
    7. Bücker, Francielle & Marder, Munique & Peiter, Marina Regina & Lehn, Daniel Neutzling & Esquerdo, Vanessa Mendonça & Antonio de Almeida Pinto, Luiz & Konrad, Odorico, 2020. "Fish waste: An efficient alternative to biogas and methane production in an anaerobic mono-digestion system," Renewable Energy, Elsevier, vol. 147(P1), pages 798-805.
    8. Jolanta Telenga-Kopyczyńska & Izabela Jonek-Kowalska, 2021. "Algorithm for Selecting Best Available Techniques in Polish Coking Plants Supporting Multi-Criteria Investment Decisions in European Environmental Conditions," Energies, MDPI, vol. 14(9), pages 1-24, May.
    9. Gołębiewski, Bronisław & Trajer, Jędrzej & Jaros, Małgorzata & Winiczenko, Radosław, 2013. "Modelling of the location of vehicle recycling facilities: A case study in Poland," Resources, Conservation & Recycling, Elsevier, vol. 80(C), pages 10-20.
    10. Lihong Wang & Zaiwu Gong & Linna Shi & Zewen Hu & Ashfaq Ahmad Shah, 2021. "Knowledge mapping analysis of research progress and frontiers in integrated disaster risk management in a changing climate," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2033-2052, July.
    11. Raghu Raman & Ricardo Vinuesa & Prema Nedungadi, 2021. "Bibliometric Analysis of SARS, MERS, and COVID-19 Studies from India and Connection to Sustainable Development Goals," Sustainability, MDPI, vol. 13(14), pages 1-20, July.
    12. Vasiliki Kamperidou & Paschalina Terzopoulou, 2021. "Anaerobic Digestion of Lignocellulosic Waste Materials," Sustainability, MDPI, vol. 13(22), pages 1-23, November.
    13. Chen Li & Xiaohui Ji & Xuegang Luo, 2020. "Visualizing Hotspots and Future Trends in Phytomining Research Through Scientometrics," Sustainability, MDPI, vol. 12(11), pages 1-17, June.
    14. Addam Claes & Lucy Melchi & Sibel Uludag-Demirer & Goksel N. Demirer, 2021. "Supplementation of Carbon-Based Conductive Materials and Trace Metals to Improve Biogas Production from Apple Pomace," Sustainability, MDPI, vol. 13(17), pages 1-11, August.
    15. KeChrist Obileke & Nwabunwanne Nwokolo & Golden Makaka & Patrick Mukumba & Helen Onyeaka, 2021. "Anaerobic digestion: Technology for biogas production as a source of renewable energy—A review," Energy & Environment, , vol. 32(2), pages 191-225, March.
    16. Arwa A. AL-Huqail & Vinod Kumar & Rohit Kumar & Ebrahem M. Eid & Mostafa A. Taher & Bashir Adelodun & Sami Abou Fayssal & Boro Mioč & Valentino Držaić & Madhumita Goala & Pankaj Kumar & Ivan Širić, 2022. "Sustainable Valorization of Four Types of Fruit Peel Waste for Biogas Recovery and Use of Digestate for Radish ( Raphanus sativus L. cv. Pusa Himani) Cultivation," Sustainability, MDPI, vol. 14(16), pages 1-14, August.
    17. Piotr Sakiewicz & Krzysztof Piotrowski & Mariola Rajca & Izabella Maj & Sylwester Kalisz & Józef Ober & Janusz Karwot & Krishna R. Pagilla, 2022. "Innovative Technological Approach for the Cyclic Nutrients Adsorption by Post-Digestion Sewage Sludge-Based Ash Co-Formed with Some Nanostructural Additives under a Circular Economy Framework," IJERPH, MDPI, vol. 19(17), pages 1-28, September.
    18. Mahmoodi-Eshkaftaki, Mahmood & Ebrahimi, Rahim, 2021. "Integrated deep learning neural network and desirability analysis in biogas plants: A powerful tool to optimize biogas purification," Energy, Elsevier, vol. 231(C).
    19. Pan, Xiaoli & Wang, Yuxuan & Xie, Haiyin & Wang, Hui & Liu, Lei & Du, Hongxia & Imanaka, Tadayuki & Igarashia, Yasuo & Luo, Feng, 2022. "Performance on a novel rotating bioreactor for dry anaerobic digestion: Efficiency and biological mechanism compared with wet fermentation," Energy, Elsevier, vol. 254(PB).
    20. Fakudze, Sandile & Wei, Yingyuan & Shang, Qianqian & Ma, Ru & Li, Yueh-Heng & Chen, Jianqiang & Zhou, Peiguo & Han, Jiangang & Liu, Chengguo, 2021. "Single-pot upgrading of run-of-mine coal and rice straw via Taguchi-optimized hydrothermal treatment: Fuel properties and synergistic effects," Energy, Elsevier, vol. 236(C).

    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:179:y:2021:i:c:p:418-426. 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.