IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v18y2025i14p3712-d1701212.html

Application of FAHP in Multi-Objective Optimization of Solar–Electromagnetic Energy Heating System Performance

Author

Listed:
  • Na He

    (School of Municipal and Environmental Engineering, Shenyang Jianzhu University, Shenyang 110168, China)

  • Guohui Feng

    (School of Municipal and Environmental Engineering, Shenyang Jianzhu University, Shenyang 110168, China)

  • Shasha Chang

    (School of Municipal and Environmental Engineering, Shenyang Jianzhu University, Shenyang 110168, China)

  • Xinxin Liu

    (School of Municipal and Environmental Engineering, Shenyang Jianzhu University, Shenyang 110168, China)

  • Yanru Cheng

    (School of Municipal and Environmental Engineering, Shenyang Jianzhu University, Shenyang 110168, China)

Abstract

In this study, we applied the fuzzy analytic hierarchy process (FAHP) to the multi-objective optimization of the performance of a solar-electromagnetic energy heating system (SEHS). Optimizing the performance of SEHS as a sustainable heating solution in rural areas is crucial for improving energy efficiency and reducing environmental impacts. To achieve the optimal balance between economy, system performance, energy efficiency, and comfort, we developed a FAHP-based optimization model using system simulation data from the experimentally validated TRNSYS model. The results show that the optimal decision scheme improved the overall performance by 38% compared to the original design scheme. This work confirms the effectiveness of FAHP in dealing with uncertainty and multi-objective decision-making in SEHS and provides valuable scientific support for engineering practice.

Suggested Citation

  • Na He & Guohui Feng & Shasha Chang & Xinxin Liu & Yanru Cheng, 2025. "Application of FAHP in Multi-Objective Optimization of Solar–Electromagnetic Energy Heating System Performance," Energies, MDPI, vol. 18(14), pages 1-24, July.
  • Handle: RePEc:gam:jeners:v:18:y:2025:i:14:p:3712-:d:1701212
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/18/14/3712/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/18/14/3712/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gao, Jinshuang & Li, Sheng & Wu, Fan & Jiang, Long & Zhao, Yazhou & Zhang, Xuejun, 2024. "Study on efficient heating method by solar coupled air source heat pump system with phase change heat storage in severe cold region," Applied Energy, Elsevier, vol. 367(C).
    2. Fan, Yi & Zhao, Xudong & Han, Zhonghe & Li, Jing & Badiei, Ali & Akhlaghi, Yousef Golizadeh & Liu, Zhijian, 2021. "Scientific and technological progress and future perspectives of the solar assisted heat pump (SAHP) system," Energy, Elsevier, vol. 229(C).
    3. Wu, Raphael & Mavromatidis, Georgios & Orehounig, Kristina & Carmeliet, Jan, 2017. "Multiobjective optimisation of energy systems and building envelope retrofit in a residential community," Applied Energy, Elsevier, vol. 190(C), pages 634-649.
    4. Govindan, Kannan & Jepsen, Martin Brandt, 2016. "ELECTRE: A comprehensive literature review on methodologies and applications," European Journal of Operational Research, Elsevier, vol. 250(1), pages 1-29.
    5. Li, Jiarong & Li, Xiangdong & Wang, Yong & Tu, Jiyuan, 2021. "Long-term performance of a solar water heating system with a novel variable-volume tank," Renewable Energy, Elsevier, vol. 164(C), pages 230-241.
    6. Leckner, Mitchell & Zmeureanu, Radu, 2011. "Life cycle cost and energy analysis of a Net Zero Energy House with solar combisystem," Applied Energy, Elsevier, vol. 88(1), pages 232-241, January.
    7. Tong, Xi & Zhao, Shuyuan & Chen, Heng & Wang, Xinyu & Liu, Wenyi & Sun, Ying & Zhang, Lei, 2025. "Optimal dispatch of a multi-energy complementary system containing energy storage considering the trading of carbon emission and green certificate in China," Energy, Elsevier, vol. 314(C).
    8. Greco, Salvatore & Słowiński, Roman & Wallenius, Jyrki, 2025. "Fifty years of multiple criteria decision analysis: From classical methods to robust ordinal regression," European Journal of Operational Research, Elsevier, vol. 323(2), pages 351-377.
    9. Du, Bin & Hu, Eric & Kolhe, Mohan, 2013. "An experimental platform for heat pipe solar collector testing," Renewable and Sustainable Energy Reviews, Elsevier, vol. 17(C), pages 119-125.
    10. Qin, Guangyu & Zhang, Meijuan & Yan, Qingyou & Xu, Chuanbo & Kammen, Daniel M., 2021. "Comprehensive evaluation of regional energy internet using a fuzzy analytic hierarchy process based on cloud model: A case in China," Energy, Elsevier, vol. 228(C).
    11. Sepahi, Nima & Ilinca, Adrian & Rousse, Daniel R., 2025. "Multi-criteria decision analysis for evaluating carbon capture technologies in power plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 219(C).
    12. Xunwen Zhao & Hailin Mu & Nan Li & Xue Kong & Xunpeng Shi, 2025. "Optimization Research on a Novel Community Integrated Energy System Based on Solar Energy Utilization and Energy Storage," Energies, MDPI, vol. 18(5), pages 1-19, February.
    13. Edward Vuong & Alan S. Fung & Rakesh Kumar, 2024. "Performance Enhancement of a Building-Integrated Photovoltaic/Thermal System Coupled with an Air Source Heat Pump," Energies, MDPI, vol. 18(1), pages 1-32, December.
    Full references (including those not matched with items on IDEAS)

    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. Suresh, C. & Awasthi, Abhishek & Kumar, Binit & Lee, Hyoungsoon & Jeon, Yongseok, 2026. "Comprehensive review on heat pump systems integrated with phase change material-based thermal energy storage for sustainable building heating," Renewable and Sustainable Energy Reviews, Elsevier, vol. 226(PA).
    2. Qinghua Mao & Guihan Dong & Yang Xiao & Hao Wu & Yaqing Gao & Jiacheng Fan, 2025. "Risk Assessment of Microalgae Carbon Sequestration Projects Under Hesitant Fuzzy Linguistic Environment," Sustainability, MDPI, vol. 17(16), pages 1-26, August.
    3. Villa-Arrieta, Manuel & Sumper, Andreas, 2018. "A model for an economic evaluation of energy systems using TRNSYS," Applied Energy, Elsevier, vol. 215(C), pages 765-777.
    4. Li, Shunxi & Su, Bowen & St-Pierre, David L. & Sui, Pang-Chieh & Zhang, Guofang & Xiao, Jinsheng, 2017. "Decision-making of compressed natural gas station siting for public transportation: Integration of multi-objective optimization, fuzzy evaluating, and radar charting," Energy, Elsevier, vol. 140(P1), pages 11-17.
    5. Liu, Xinglei & Liu, Jun & Ren, Kezheng & Liu, Xiaoming & Liu, Jiacheng, 2022. "An integrated fuzzy multi-energy transaction evaluation approach for energy internet markets considering judgement credibility and variable rough precision," Energy, Elsevier, vol. 261(PB).
    6. Eduardo Fernández & José Rui Figueira & Jorge Navarro, 2023. "A theoretical look at ordinal classification methods based on comparing actions with limiting boundaries between adjacent classes," Annals of Operations Research, Springer, vol. 325(2), pages 819-843, June.
    7. Schito, Eva & Conti, Paolo & Testi, Daniele, 2018. "Multi-objective optimization of microclimate in museums for concurrent reduction of energy needs, visitors’ discomfort and artwork preservation risks," Applied Energy, Elsevier, vol. 224(C), pages 147-159.
    8. Colclough, Shane & McGrath, Teresa, 2015. "Net energy analysis of a solar combi system with Seasonal Thermal Energy Store," Applied Energy, Elsevier, vol. 147(C), pages 611-616.
    9. Waibel, Christoph & Evins, Ralph & Carmeliet, Jan, 2019. "Co-simulation and optimization of building geometry and multi-energy systems: Interdependencies in energy supply, energy demand and solar potentials," Applied Energy, Elsevier, vol. 242(C), pages 1661-1682.
    10. Ioannis Falkonakis & Saeid Lotfian & Baran Yeter, 2024. "Multi-Criteria Decision Analysis of an Innovative Additive Manufacturing Technique for Onboard Maintenance," Sustainability, MDPI, vol. 16(9), pages 1-18, April.
    11. Kütt, Lauri & Millar, John & Karttunen, Antti & Lehtonen, Matti & Karppinen, Maarit, 2018. "Thermoelectric applications for energy harvesting in domestic applications and micro-production units. Part I: Thermoelectric concepts, domestic boilers and biomass stoves," Renewable and Sustainable Energy Reviews, Elsevier, vol. 98(C), pages 519-544.
    12. Muhammad Riaz & Wojciech Sałabun & Hafiz Muhammad Athar Farid & Nawazish Ali & Jarosław Wątróbski, 2020. "A Robust q-Rung Orthopair Fuzzy Information Aggregation Using Einstein Operations with Application to Sustainable Energy Planning Decision Management," Energies, MDPI, vol. 13(9), pages 1-39, May.
    13. Bojić, Milorad & Cvetković, Dragan & Bojić, Ljubiša, 2015. "Decreasing energy use and influence to environment by radiant panel heating using different energy sources," Applied Energy, Elsevier, vol. 138(C), pages 404-413.
    14. Ersöz, Mustafa Ali, 2016. "Effects of different working fluid use on the energy and exergy performance for evacuated tube solar collector with thermosyphon heat pipe," Renewable Energy, Elsevier, vol. 96(PA), pages 244-256.
    15. Peixiao Fan & Jia Hu & Song Ke & Yuxin Wen & Shaobo Yang & Jun Yang, 2022. "A Frequency–Pressure Cooperative Control Strategy of Multi-Microgrid with an Electric–Gas System Based on MADDPG," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
    16. Grillo, Marco & Kotłowski, Wojciech & Kadziński, Miłosz, 2025. "Ordinal regression meets online learning: Interactive preference learning for multiple criteria choice and ranking with provable guarantees," European Journal of Operational Research, Elsevier, vol. 327(3), pages 1003-1022.
    17. Xu, Yanrong & Zou, Tingting & Yang, Xudong & Chen, Fei & Luo, Huilong & Li, Ruolin, 2025. "Enhancement strategies and engineering applications of photothermal conversion for evacuated tube solar collectors coupling heat pipes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 220(C).
    18. Francis Marleau Donais & Irène Abi-Zeid & E. Owen D. Waygood & Roxane Lavoie, 2021. "A Framework for Post-Project Evaluation of Multicriteria Decision Aiding Processes from the Stakeholders’ Perspective: Design and Application," Group Decision and Negotiation, Springer, vol. 30(5), pages 1161-1191, October.
    19. Greening, Benjamin & Azapagic, Adisa, 2014. "Domestic solar thermal water heating: A sustainable option for the UK?," Renewable Energy, Elsevier, vol. 63(C), pages 23-36.
    20. Bu, Zheng & Zeng, Sheng & Zhao, Xingqi, 2025. "Spatial-temporal evolution characteristics and critical factors identification of China's energy trilemma index," Energy, Elsevier, vol. 333(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:gam:jeners:v:18:y:2025:i:14:p:3712-:d:1701212. 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: MDPI Indexing Manager The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (email available below). General contact details of provider: https://www.mdpi.com .

    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.