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Multi-objective optimization with advanced exergy analysis of a wind-solar‑hydrogen multi-energy supply system

Author

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  • Liu, Lintong
  • Zhai, Rongrong
  • Hu, Yangdi

Abstract

Identifying the primary sources of exergy destruction is a powerful method for promoting the high-efficiency operation of multi-energy supply systems. Advanced exergy analysis identifies avoidable parts of the destruction and discovers interactions between subsystems of a multi-energy complementary coupled system to explore the potential for system improvement. In this paper, a wind-solar‑hydrogen multi-energy supply (WSH-MES) system is studied, in which wind farms, photovoltaic power plants, solar thermal power plants, and hydrogen grid systems are coupled at the grid side to share the electrical load. To optimize power generation and improve system performance, a bi-level capacity-operation co-optimization model is developed specifically for the WSH-MES system. The upper level of the model employs a multi-objective optimization approach to find the best balance between energy, exergy, and advanced exergy and economy. The model is solved using the Non-dominated Sorting Genetic Algorithm-II and linear programming. To gain insights into the system's performance, advanced exergy analysis is performed under the optimal capacity configuration. By considering avoidable exergy destruction efficiency and exergy destruction proportion, the sequence of optimization potential for the WSH-MES system is determined. Surprisingly, the findings entirely different from that of conventional exergy analysis and reveal the interrelations between the analyzed subsystems. The sequence of optimization potential for the WSH-MES system is found to be as follows: concentrated solar power, photovoltaics, proton exchange membrane fuel cells, wind power, and proton exchange membrane electrolyzers. The identified optimization potential provides valuable guidance for improving energy efficiency, reducing costs, minimizing environmental impact, and serves as a reference for the design and optimization of new systems.

Suggested Citation

  • Liu, Lintong & Zhai, Rongrong & Hu, Yangdi, 2023. "Multi-objective optimization with advanced exergy analysis of a wind-solar‑hydrogen multi-energy supply system," Applied Energy, Elsevier, vol. 348(C).
    • Handle: RePEc:eee:appene:v:348:y:2023:i:c:s0306261923008760
    DOI: 10.1016/j.apenergy.2023.121512
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    References listed on IDEAS

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    1. Li, Jiajia & Li, Xingshuo & Yan, Peigang & Zhou, Guowen & Liu, Jinfu & Yu, Daren, 2023. "Thermodynamics, flexibility and techno-economics assessment of a novel integration of coal-fired combined heating and power generation unit and compressed air energy storage," Applied Energy, Elsevier, vol. 339(C).
    2. Chennaif, Mohammed & Zahboune, Hassan & Elhafyani, Mohammed & Zouggar, Smail, 2021. "Electric System Cascade Extended Analysis for optimal sizing of an autonomous hybrid CSP/PV/wind system with Battery Energy Storage System and thermal energy storage," Energy, Elsevier, vol. 227(C).
    3. Liu, Lintong & Zhai, Rongrong & Hu, Yangdi, 2023. "Performance evaluation of wind-solar-hydrogen system for renewable energy generation and green hydrogen generation and storage: Energy, exergy, economic, and enviroeconomic," Energy, Elsevier, vol. 276(C).
    4. Yang, Xuqing & Yang, Shanju & Wang, Haitao & Yu, Zhenzhu & Liu, Zhan & Zhang, Weifeng, 2022. "Parametric assessment, multi-objective optimization and advanced exergy analysis of a combined thermal-compressed air energy storage with an ejector-assisted Kalina cycle," Energy, Elsevier, vol. 239(PC).
    5. Wang, Qiushi & Duan, Liqiang & Zheng, Nan & Lu, Ziyi, 2023. "4E Analysis of a novel combined cooling, heating and power system coupled with solar thermochemical process and energy storage," Energy, Elsevier, vol. 275(C).
    6. Pilotti, L. & Colombari, M. & Castelli, A.F. & Binotti, M. & Giaconia, A. & Martelli, E., 2023. "Simultaneous design and operational optimization of hybrid CSP-PV plants," Applied Energy, Elsevier, vol. 331(C).
    7. Caliskan, Hakan & Açıkkalp, Emin & Rostamnejad Takleh, H. & Zare, V., 2023. "Advanced, extended and combined extended-advanced exergy analyses of a novel geothermal powered combined cooling, heating and power (CCHP) system," Renewable Energy, Elsevier, vol. 206(C), pages 125-134.
    8. Chen, Lintao & Xiao, Kai & Hu, Fan & Li, Yajun, 2022. "Performance evaluation and optimization design of integrated energy system based on thermodynamic, exergoeconomic, and exergoenvironmental analyses," Applied Energy, Elsevier, vol. 326(C).
    9. Zhong, Xiaohui & Chen, Tao & Sun, Xiangyu & Song, Juanjuan & Zeng, Jiajun, 2022. "Conventional and advanced exergy analysis of a novel wind-to-heat system," Energy, Elsevier, vol. 261(PA).
    10. Tian, Zhen & Chen, Xiaochen & Zhang, Yuan & Gao, Wenzhong & Chen, Wu & Peng, Hao, 2023. "Energy, conventional exergy and advanced exergy analysis of cryogenic recuperative organic rankine cycle," Energy, Elsevier, vol. 268(C).
    11. Ma, Tao & Yang, Hongxing & Lu, Lin, 2014. "A feasibility study of a stand-alone hybrid solar–wind–battery system for a remote island," Applied Energy, Elsevier, vol. 121(C), pages 149-158.
    12. Ren, Fukang & Lin, Xiaozhen & Wei, Ziqing & Zhai, Xiaoqiang & Yang, Jianrong, 2022. "A novel planning method for design and dispatch of hybrid energy systems," Applied Energy, Elsevier, vol. 321(C).
    13. Wang, Yongli & Huang, Feifei & Tao, Siyi & Ma, Yang & Ma, Yuze & Liu, Lin & Dong, Fugui, 2022. "Multi-objective planning of regional integrated energy system aiming at exergy efficiency and economy," Applied Energy, Elsevier, vol. 306(PB).
    14. Østergaard, Poul Alberg & Lund, Henrik, 2011. "A renewable energy system in Frederikshavn using low-temperature geothermal energy for district heating," Applied Energy, Elsevier, vol. 88(2), pages 479-487, February.
    15. Atalay, Halil & Aslan, Volkan, 2023. "Advanced exergoeconomic and exergy performance assessments of a wind and solar energy powered hybrid dryer," Renewable Energy, Elsevier, vol. 209(C), pages 218-230.
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