Numerical assessment and optimization of photovoltaic-based hydrogen-oxygen Co-production energy system: A machine learning and multi-objective strategy
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DOI: 10.1016/j.renene.2024.120483
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- Zhao, Junjie & Luo, Xiaobing & Tu, Zhengkai & Hwa Chan, Siew, 2023. "A novel CCHP system based on a closed PEMEC-PEMFC loop with water self-supply," Applied Energy, Elsevier, vol. 338(C).
- Poullikkas, Andreas, 2013. "A comparative overview of large-scale battery systems for electricity storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 778-788.
- Gu, Xufei & Ying, Zhi & Zheng, Xiaoyuan & Dou, Binlin & Cui, Guomin, 2023. "Photovoltaic-based energy system coupled with energy storage for all-day stable PEM electrolytic hydrogen production," Renewable Energy, Elsevier, vol. 209(C), pages 53-62.
- Ibáñez-Rioja, Alejandro & Puranen, Pietari & Järvinen, Lauri & Kosonen, Antti & Ruuskanen, Vesa & Ahola, Jero & Koponen, Joonas, 2022. "Simulation methodology for an off-grid solar–battery–water electrolyzer plant: Simultaneous optimization of component capacities and system control," Applied Energy, Elsevier, vol. 307(C).
- Xing Cao & Jingang Wang & Pengcheng Zhao & Haiting Xia & Yun Li & Liming Sun & Wei He, 2023. "Hydrogen Production System Using Alkaline Water Electrolysis Adapting to Fast Fluctuating Photovoltaic Power," Energies, MDPI, vol. 16(8), pages 1-13, April.
- Nikolaidis, Pavlos & Poullikkas, Andreas, 2017. "A comparative overview of hydrogen production processes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 597-611.
- Andreu Cecilia & Javier Carroquino & Vicente Roda & Ramon Costa-Castelló & Félix Barreras, 2020. "Optimal Energy Management in a Standalone Microgrid, with Photovoltaic Generation, Short-Term Storage, and Hydrogen Production," Energies, MDPI, vol. 13(6), pages 1-24, March.
- Li, Guiqiang & Li, Jinpeng & Yang, Ruoxi & Chen, Xiangjie, 2022. "Performance analysis of a hybrid hydrogen production system in the integrations of PV/T power generation electrolytic water and photothermal cooperative reaction," Applied Energy, Elsevier, vol. 323(C).
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Keywords
Hydrogen-oxygen co-production; Solar photovoltaic; PEM electrolysis; Machine learning; Multi-objective optimization;All these keywords.
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