Machine learning optimization for enhanced biomass-coal co-gasification
Author
Abstract
Suggested Citation
DOI: 10.1016/j.renene.2024.120772
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Alegre-Bravo, Alonso & Lindsay Anderson, C., 2023. "Exploring the influence of multidimensional variables on access to electricity in rural areas of the Global South," Applied Energy, Elsevier, vol. 333(C).
- Shehzad, Areeb & Bashir, Mohammed J.K. & Sethupathi, Sumathi, 2016. "System analysis for synthesis gas (syngas) production in Pakistan from municipal solid waste gasification using a circulating fluidized bed gasifier," Renewable and Sustainable Energy Reviews, Elsevier, vol. 60(C), pages 1302-1311.
- Yang, Yadong & Shahbeik, Hossein & Shafizadeh, Alireza & Rafiee, Shahin & Hafezi, Amir & Du, Xinyi & Pan, Junting & Tabatabaei, Meisam & Aghbashlo, Mortaza, 2023. "Predicting municipal solid waste gasification using machine learning: A step toward sustainable regional planning," Energy, Elsevier, vol. 278(PB).
- Watson, Jamison & Zhang, Yuanhui & Si, Buchun & Chen, Wan-Ting & de Souza, Raquel, 2018. "Gasification of biowaste: A critical review and outlooks," Renewable and Sustainable Energy Reviews, Elsevier, vol. 83(C), pages 1-17.
- Shahbaz, Muhammad & Al-Ansari, Tareq & Inayat, Muddasser & Sulaiman, Shaharin A. & Parthasarathy, Prakash & McKay, Gordon, 2020. "A critical review on the influence of process parameters in catalytic co-gasification: Current performance and challenges for a future prospectus," Renewable and Sustainable Energy Reviews, Elsevier, vol. 134(C).
- Qi, Jingwei & Wang, Yijie & Xu, Pengcheng & Hu, Ming & Huhe, Taoli & Ling, Xiang & Yuan, Haoran & Chen, Yong, 2024. "Study on the Co-gasification characteristics of biomass and municipal solid waste based on machine learning," Energy, Elsevier, vol. 290(C).
- Mallick, Debarshi & Mahanta, Pinakeswar & Moholkar, Vijayanand S., 2020. "Co-gasification of biomass blends: Performance evaluation in circulating fluidized bed gasifier," Energy, Elsevier, vol. 192(C).
- Nabilah Mat Kassim & Sathiswary Santhiran & Ammar Ahmed Alkahtani & Mohammad Aminul Islam & Sieh Kiong Tiong & Mohd Yusrizal Mohd Yusof & Nowshad Amin, 2023. "An Adaptive Decision Tree Regression Modeling for the Output Power of Large-Scale Solar (LSS) Farm Forecasting," Sustainability, MDPI, vol. 15(18), pages 1-12, September.
- Emami Taba, Leila & Irfan, Muhammad Faisal & Wan Daud, Wan Ashri Mohd & Chakrabarti, Mohammed Harun, 2012. "The effect of temperature on various parameters in coal, biomass and CO-gasification: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(8), pages 5584-5596.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Olca, Kadriye Deniz & Yücel, Özgün, 2024. "Unveiling the potential of operating time in improving machine learning models’ performance for waste biomass gasification systems," Renewable Energy, Elsevier, vol. 237(PA).
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.- Santhappan, Joseph Sekhar & Boddu, Muralikrishna & Gopinath, Arun S. & Mathimani, Thangavel, 2024. "Analysis of 27 supervised machine learning models for the co-gasification assessment of peanut shell and spent tea residue in an open-core downdraft gasifier," Renewable Energy, Elsevier, vol. 235(C).
- Wan, Zhanghao & Hu, Jianhang & Qi, Xianjin, 2021. "Numerical analysis of hydrodynamics and thermochemical property of biomass gasification in a pilot-scale circulating fluidized bed," Energy, Elsevier, vol. 225(C).
- Naqvi, Salman Raza & Naqvi, Muhammad & Ammar Taqvi, Syed Ali & Iqbal, Farukh & Inayat, Abrar & Khoja, Asif Hussain & Mehran, Muhammad Taqi & Ayoub, Muhammad & Shahbaz, Muhammad & Saidina Amin, Nor Ais, 2021. "Agro-industrial residue gasification feasibility in captive power plants: A South-Asian case study," Energy, Elsevier, vol. 214(C).
- Mushtaq, Faisal & Mat, Ramli & Ani, Farid Nasir, 2014. "A review on microwave assisted pyrolysis of coal and biomass for fuel production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 39(C), pages 555-574.
- Onwuemezie, Linus, 2024. "Rural development through solar and pyrolysis systems: Towards energy sustainability," Renewable Energy, Elsevier, vol. 237(PA).
- Zhang, Ziyin & Pang, Shusheng & Levi, Tana, 2017. "Influence of AAEM species in coal and biomass on steam co-gasification of chars of blended coal and biomass," Renewable Energy, Elsevier, vol. 101(C), pages 356-363.
- Yu, Yulong & Lv, Shuangyu & Wang, Qiuyu & Xian, Lei & Chen, Lei & Tao, Wen-Quan, 2024. "A two-stage framework for quantifying the impact of operating parameters and optimizing power density and oxygen distribution quality of PEMFC," Renewable Energy, Elsevier, vol. 236(C).
- Sohoo, Ihsanullah & Ritzkowski, Marco & Heerenklage, Jörn & Kuchta, Kerstin, 2021. "Biochemical methane potential assessment of municipal solid waste generated in Asian cities: A case study of Karachi, Pakistan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
- Zhang, Zhikun & Zhu, Zongyuan & Shen, Boxiong & Liu, Lina, 2019. "Insights into biochar and hydrochar production and applications: A review," Energy, Elsevier, vol. 171(C), pages 581-598.
- Onwuemezie, Linus & Gohari Darabkhani, Hamidreza, 2024. "Oxy-hydrogen, solar and wind assisted hydrogen (H2) recovery from municipal plastic waste (MPW) and saltwater electrolysis for better environmental systems and ocean cleanup," Energy, Elsevier, vol. 301(C).
- Ogunjuyigbe, A.S.O. & Ayodele, T.R. & Alao, M.A., 2017. "Electricity generation from municipal solid waste in some selected cities of Nigeria: An assessment of feasibility, potential and technologies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 149-162.
- Gabbrielli, Roberto & Barontini, Federica & Frigo, Stefano & Bressan, Luigi, 2022. "Numerical analysis of bio-methane production from biomass-sewage sludge oxy-steam gasification and methanation process," Applied Energy, Elsevier, vol. 307(C).
- Mehrpooya, Mehdi & Sharifzadeh, Mohammad Mehdi Moftakhari, 2017. "Conceptual and basic design of a novel integrated cogeneration power plant energy system," Energy, Elsevier, vol. 127(C), pages 516-533.
- Po-Chih Kuo & Wei Wu, 2014. "Design, Optimization and Energetic Efficiency of Producing Hydrogen-Rich Gas from Biomass Steam Gasification," Energies, MDPI, vol. 8(1), pages 1-17, December.
- Erić, Aleksandar & Cvetinović, Dejan & Milutinović, Nada & Škobalj, Predrag & Bakić, Vukman, 2022. "Combined parametric modelling of biomass devolatilisation process," Renewable Energy, Elsevier, vol. 193(C), pages 13-22.
- Yan, Beibei & Li, Songjiang & Cao, Xingsijin & Zhu, Xiaochao & Li, Jian & Zhou, Shengquan & Zhao, Juan & Sun, Yunan & Chen, Guanyi, 2023. "Flue gas torrefaction integrated with gasification based on the circulation of Mg-additive," Applied Energy, Elsevier, vol. 333(C).
- Hossain, Md. Sanowar & Masuk, Nahid Imtiaz & Das, Barun K. & Das, Arnob & Kibria, Md. Golam & Chowdhury, Miftahul Mobin & Shozib, Imtiaz Ahmed, 2023. "Theoretical estimation of energy potential and environmental emissions mitigation for major livestock manure in Bangladesh," Renewable Energy, Elsevier, vol. 217(C).
- Suopajärvi, Hannu & Pongrácz, Eva & Fabritius, Timo, 2013. "The potential of using biomass-based reducing agents in the blast furnace: A review of thermochemical conversion technologies and assessments related to sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 25(C), pages 511-528.
- Mariyam, Sabah & Shahbaz, Muhammad & Al-Ansari, Tareq & Mackey, Hamish. R & McKay, Gordon, 2022. "A critical review on co-gasification and co-pyrolysis for gas production," Renewable and Sustainable Energy Reviews, Elsevier, vol. 161(C).
- Copa Rey, José Ramón & Tamayo Pacheco, Jorge Jadid & António da Cruz Tarelho, Luís & Silva, Valter & Cardoso, João Sousa & Silveira, José Luz & Tuna, Celso Eduardo, 2021. "Evaluation of cogeneration alternative systems integrating biomass gasification applied to a Brazilian sugar industry," Renewable Energy, Elsevier, vol. 178(C), pages 318-333.
More about this item
Keywords
Co-gasification; Biomass; Coal; Machine learning; Syngas; Hydrogen production;All these keywords.
Statistics
Access and download statisticsCorrections
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:229:y:2024:i:c:s0960148124008401. 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.