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Optimal design and dispatch of phosphoric acid fuel cell hybrid system with direct heat recovery through coupled calculation and artificial intelligence-based optimization

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  • Kim, Hyerim
  • Kim, Tong Seop

Abstract

A phosphoric acid fuel cell (PAFC) is the first-generation of modern fuel cells that can use waste heat in various ways. This study presents a PAFC hybrid system with direct heat recovery. Direct heat recovery uses PAFC cooling water as the working fluid for the steam turbine, simplifying the system and improving performance. The PAFC in this hybrid system acts as a power generator and evaporator. The hybrid system operates in power generation mode (mode_pg) and combined heat and power mode (mode_chp). The overall behavior of the hybrid system was analyzed using a coupled calculation method. Under mode_pg, the electric power and efficiency of the hybrid system were 37.0 % and 10.5 % higher, respectively, than those of a conventional system. The thermal power and CHP efficiency in mode_chp were 35.7 % and 8.8%p higher, respectively, than those of a conventional system. The optimal dispatch was obtained using an artificial intelligence-based optimization framework that considered two scenarios. As a result, the optimal demand was 25.8 % higher when the hybrid system with the optimal dispatch was used. In addition, the economic and environmental indices were 7.3 % and 6.8 % lower, respectively, than the conventional system, highlighting the feasibility and eco-friendliness of the hybrid system.

Suggested Citation

  • Kim, Hyerim & Kim, Tong Seop, 2024. "Optimal design and dispatch of phosphoric acid fuel cell hybrid system with direct heat recovery through coupled calculation and artificial intelligence-based optimization," Energy, Elsevier, vol. 312(C).
    • Handle: RePEc:eee:energy:v:312:y:2024:i:c:s0360544224032201
    DOI: 10.1016/j.energy.2024.133444
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    1. Khoshgoftar Manesh, M.H. & Navid, P. & Blanco Marigorta, A.M. & Amidpour, M. & Hamedi, M.H., 2013. "New procedure for optimal design and evaluation of cogeneration system based on advanced exergoeconomic and exergoenvironmental analyses," Energy, Elsevier, vol. 59(C), pages 314-333.
    2. Hou, Qinlong & Zhao, Hongbin & Yang, Xiaoyu, 2019. "Economic performance study of the integrated MR-SOFC-CCHP system," Energy, Elsevier, vol. 166(C), pages 236-245.
    3. Matjanov, Erkinjon, 2020. "Gas turbine efficiency enhancement using absorption chiller. Case study for Tashkent CHP," Energy, Elsevier, vol. 192(C).
    4. Rist, Johannes F. & Dias, Miguel F. & Palman, Michael & Zelazo, Daniel & Cukurel, Beni, 2017. "Economic dispatch of a single micro-gas turbine under CHP operation," Applied Energy, Elsevier, vol. 200(C), pages 1-18.
    5. Hye-Rim Kim & Tong-Seop Kim, 2021. "Optimization of Sizing and Operation Strategy of Distributed Generation System Based on a Gas Turbine and Renewable Energy," Energies, MDPI, vol. 14(24), pages 1-28, December.
    6. Astolfi, Marco & Romano, Matteo C. & Bombarda, Paola & Macchi, Ennio, 2014. "Binary ORC (organic Rankine cycles) power plants for the exploitation of medium–low temperature geothermal sources – Part A: Thermodynamic optimization," Energy, Elsevier, vol. 66(C), pages 423-434.
    7. Guo, Xinru & Zhang, Houcheng & Hu, Ziyang & Hou, Shujin & Ni, Meng & Liao, Tianjun, 2021. "Energetic, exergetic and ecological evaluations of a hybrid system based on a phosphoric acid fuel cell and an organic Rankine cycle," Energy, Elsevier, vol. 217(C).
    8. Ghouse, M. & Abaoud, H. & Al-Boeiz, A. & AbdulHadi, M., 1998. "Development of a 1 kW Phosphoric Acid Fuel Cell stack," Applied Energy, Elsevier, vol. 60(3), pages 153-167, July.
    9. Wilailak, Supaporn & Yang, Jae-Hyeon & Heo, Chul-Gu & Kim, Kyung-Su & Bang, Se-Kyung & Seo, In-Ho & Zahid, Umer & Lee, Chul-Jin, 2021. "Thermo-economic analysis of Phosphoric Acid Fuel-Cell (PAFC) integrated with Organic Ranking Cycle (ORC)," Energy, Elsevier, vol. 220(C).
    10. Buonomano, Annamaria & Calise, Francesco & d’Accadia, Massimo Dentice & Palombo, Adolfo & Vicidomini, Maria, 2015. "Hybrid solid oxide fuel cells–gas turbine systems for combined heat and power: A review," Applied Energy, Elsevier, vol. 156(C), pages 32-85.
    11. Staffell, Iain, 2015. "Zero carbon infinite COP heat from fuel cell CHP," Applied Energy, Elsevier, vol. 147(C), pages 373-385.
    12. Astolfi, Marco & Romano, Matteo C. & Bombarda, Paola & Macchi, Ennio, 2014. "Binary ORC (Organic Rankine Cycles) power plants for the exploitation of medium–low temperature geothermal sources – Part B: Techno-economic optimization," Energy, Elsevier, vol. 66(C), pages 435-446.
    13. Park, Heejin & Jung, Yoonju & Park, Chungi & Lee, Jaeseung & Ghasemi, Masoomeh & Alam, Afroz & Kim, Hyeonjin & Kim, Jinwook & Park, Sojin & Choi, Kyungshik & You, Hyunseok & Ju, Hyunchul, 2023. "Performance evaluation and economic feasibility of a PAFC-based multi-energy hub system in South Korea," Energy, Elsevier, vol. 278(PB).
    14. Acha, Salvador & Le Brun, Niccolo & Damaskou, Maria & Fubara, Tekena Craig & Mulgundmath, Vinay & Markides, Christos N. & Shah, Nilay, 2020. "Fuel cells as combined heat and power systems in commercial buildings: A case study in the food-retail sector," Energy, Elsevier, vol. 206(C).
    15. Sadeghi, Saber & Askari, Ighball Baniasad, 2019. "Prefeasibility techno-economic assessment of a hybrid power plant with photovoltaic, fuel cell and Compressed Air Energy Storage (CAES)," Energy, Elsevier, vol. 168(C), pages 409-424.
    16. Shu, Gequn & Gao, Yuanyuan & Tian, Hua & Wei, Haiqiao & Liang, Xingyu, 2014. "Study of mixtures based on hydrocarbons used in ORC (Organic Rankine Cycle) for engine waste heat recovery," Energy, Elsevier, vol. 74(C), pages 428-438.
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