IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v250y2025ics0960148125009152.html

Site selection of medium-deep geothermal resource projects based on intuitionistic fuzzy environment and MABAC method

Author

Listed:
  • Gao, Jianwei
  • He, Yijin
  • Huang, Ningbo
  • Meng, Qichen
  • Zhao, Shutong
  • Zhang, Lei

Abstract

Aiming at the problem that the research on site selection decision-making in the process of exploration and development of medium-deep geothermal resources projects (MDGRP) is not deep enough, a site selection decision-making model based on multi-attributive border approximation area comparison (MABAC) method and intuitionistic fuzzy set (IFS) is proposed. Firstly, Latent Dirichlet Allocation (LDA) topic modeling is used to perform thematic clustering on historical empirical documents, and Term Frequency-Inverse Document Frequency (TF-IDF) algorithm is used to obtain the decision-making attributes and weights, to mine the attribute information from the empirical data; At the same time, the experts use the intuitionistic fuzzy number (IFN) to effectively integrate the expert knowledge and experience to comprehensively evaluate the alternatives. Secondly, the MABAC method is used to sort the options under the intuitionistic fuzzy environment to obtain the final sorting results. Finally, the effectiveness and practicality of the model are verified by taking the Weihe Basin site selection in China as an example. The results show that the weight of reservoir depth is the highest, 0.0903, and the Xi'an depression area A3 is the optimal alternative. The reliability and stability of the model are further verified by sensitivity analysis and comparative analysis.

Suggested Citation

  • Gao, Jianwei & He, Yijin & Huang, Ningbo & Meng, Qichen & Zhao, Shutong & Zhang, Lei, 2025. "Site selection of medium-deep geothermal resource projects based on intuitionistic fuzzy environment and MABAC method," Renewable Energy, Elsevier, vol. 250(C).
    • Handle: RePEc:eee:renene:v:250:y:2025:i:c:s0960148125009152
    DOI: 10.1016/j.renene.2025.123253
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148125009152
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2025.123253?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2007. "Extended VIKOR method in comparison with outranking methods," European Journal of Operational Research, Elsevier, vol. 178(2), pages 514-529, April.
    2. Anderson, Austin & Rezaie, Behnaz, 2019. "Geothermal technology: Trends and potential role in a sustainable future," Applied Energy, Elsevier, vol. 248(C), pages 18-34.
    3. Ma, Weiwu & Xu, Yifan & Ahmed, Shams Forruque & Yang, Chong & Liu, Gang, 2024. "Techno-economic optimization of enhanced geothermal systems with multi-well fractured reservoirs via geothermal economic ratio," Energy, Elsevier, vol. 311(C).
    4. Goswami, Susmita & Rai, Abhishek Kumar, 2024. "An assessment of prospects of geothermal energy in India for energy sustainability," Renewable Energy, Elsevier, vol. 233(C).
    5. Zuo, Yinhui & Sun, Yigao & Zhang, Luquan & Zhang, Chao & Wang, Yingchun & Jiang, Guangzheng & Wang, Xiaoguang & Zhang, Tao & Cui, Longqing, 2024. "Geothermal resource evaluation in the Sichuan Basin and suggestions for the development and utilization of abandoned oil and gas wells," Renewable Energy, Elsevier, vol. 225(C).
    6. Gkousis, Spiros & Welkenhuysen, Kris & Harcouët-Menou, Virginie & Pogacnik, Justin & Laenen, Ben & Compernolle, Tine, 2024. "Integrated geo-techno-economic and real options analysis of the decision to invest in a medium enthalpy deep geothermal heating plant. A case study in Northern Belgium," Energy Economics, Elsevier, vol. 134(C).
    7. Wang, Yuqing & Liu, Yingxin & Dou, Jinyue & Li, Mingzhu & Zeng, Ming, 2020. "Geothermal energy in China: Status, challenges, and policy recommendations," Utilities Policy, Elsevier, vol. 64(C).
    8. Zou, Tong & Guo, Pibin & Li, Fanrong & Wu, Qinglong, 2024. "Research topic identification and trend prediction of China's energy policy: A combined LDA-ARIMA approach," Renewable Energy, Elsevier, vol. 220(C).
    9. Moya, Diego & Aldás, Clay & Kaparaju, Prasad, 2018. "Geothermal energy: Power plant technology and direct heat applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 889-901.
    10. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    11. Soltani, M. & Moradi Kashkooli, Farshad & Souri, Mohammad & Rafiei, Behnam & Jabarifar, Mohammad & Gharali, Kobra & Nathwani, Jatin S., 2021. "Environmental, economic, and social impacts of geothermal energy systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 140(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Dong, Fugui & Wang, Peijun & Li, Wanying, 2025. "Investment suitability assessment and multi-attribute decision-making research for wind-photovoltaic‑hydrogen-storage integrated project based on GIS and cloud weighted power Heronian mean operator," Applied Energy, Elsevier, vol. 401(PC).

    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. Zhang, Hainan & Li, Yin & Ding, Tao & Shao, Shuangquan & Feng, Yanhui, 2025. "Cascade and effective utilization of medium and deep geothermal energy: A comprehensive review and application prospects," Energy, Elsevier, vol. 326(C).
    2. Anya, Belka & Mohammadpourfard, Mousa & Akkurt, Gülden Gökçen & Mohammadi-Ivatloo, Behnam, 2025. "Exploring geothermal energy based systems: Review from basics to smart systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 210(C).
    3. Serafim Opricovic, 2009. "A Compromise Solution in Water Resources Planning," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(8), pages 1549-1561, June.
    4. Sirirat Sae Lim & Hong Ngoc Nguyen & Chia-Li Lin, 2022. "Exploring the Development Strategies of Science Parks Using the Hybrid MCDM Approach," Sustainability, MDPI, vol. 14(7), pages 1-29, April.
    5. Zeynep Gamze Mert & Gülşen Akman, 2011. "The Profile of the Organized Industrial Zones in Kocaeli/TURKEY," ERSA conference papers ersa11p1137, European Regional Science Association.
    6. Mahmut Baydaş & Orhan Emre Elma & Željko Stević, 2024. "Proposal of an innovative MCDA evaluation methodology: knowledge discovery through rank reversal, standard deviation, and relationship with stock return," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 10(1), pages 1-35, December.
    7. Haji Vahabzadeh, Ali & Asiaei, Arash & Zailani, Suhaiza, 2015. "Reprint of “Green decision-making model in reverse logistics using FUZZY-VIKOR method”," Resources, Conservation & Recycling, Elsevier, vol. 104(PB), pages 334-347.
    8. Saja Kosanović & Mirjana Miletić & Ljubo Marković, 2021. "Energy Refurbishment of Family Houses in Serbia in Line with the Principles of Circular Economy," Sustainability, MDPI, vol. 13(10), pages 1-14, May.
    9. Hsu, C.-H. & Wang, Fu-Kwun & Tzeng, Gwo-Hshiung, 2012. "The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR," Resources, Conservation & Recycling, Elsevier, vol. 66(C), pages 95-111.
    10. Junling Zhang & Gajanan G. Hegde & Jennifer Shang & Xiaowen Qi, 2016. "Evaluating Emergency Response Solutions for Sustainable Community Development by Using Fuzzy Multi-Criteria Group Decision Making Approaches: IVDHF-TOPSIS and IVDHF-VIKOR," Sustainability, MDPI, vol. 8(4), pages 1-28, March.
    11. Arash Malekian & Ali Azarnivand, 2016. "Application of Integrated Shannon’s Entropy and VIKOR Techniques in Prioritization of Flood Risk in the Shemshak Watershed, Iran," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 409-425, January.
    12. Wang, Gang & Zhang, Zhen & Lin, Jianqing, 2024. "Multi-energy complementary power systems based on solar energy: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    13. Lei Xiong & Cheng-Lein Teng & Bo-Wei Zhu & Gwo-Hshiung Tzeng & Shan-Lin Huang, 2017. "Using the D-DANP-mV Model to Explore the Continuous System Improvement Strategy for Sustainable Development of Creative Communities," IJERPH, MDPI, vol. 14(11), pages 1-37, October.
    14. Yu, Ruyang & Zhang, Kai & Ramasubramanian, Brindha & Jiang, Shu & Ramakrishna, Seeram & Tang, Yuhang, 2024. "Ensemble learning for predicting average thermal extraction load of a hydrothermal geothermal field: A case study in Guanzhong Basin, China," Energy, Elsevier, vol. 296(C).
    15. Julian Canto-Perello & Maria P. Martinez-Garcia & Jorge Curiel-Esparza & Manuel Martin-Utrillas, 2015. "Implementing Sustainability Criteria for Selecting a Roof Assembly Typology in Medium Span Buildings," Sustainability, MDPI, vol. 7(6), pages 1-18, May.
    16. Haji Vahabzadeh, Ali & Asiaei, Arash & Zailani, Suhaiza, 2015. "Green decision-making model in reverse logistics using FUZZY-VIKOR method," Resources, Conservation & Recycling, Elsevier, vol. 103(C), pages 125-138.
    17. Jifei Zhang & Shuai Zhang, 2022. "Assessing Integrated Effectiveness of Rural Socio-Economic Development and Environmental Protection of Wenchuan County in Southwestern China: An Approach Using Game Theory and VIKOR," Land, MDPI, vol. 11(11), pages 1-17, October.
    18. Jau-Yang Liu, 2018. "An Internal Control System that Includes Corporate Social Responsibility for Social Sustainability in the New Era," Sustainability, MDPI, vol. 10(10), pages 1-27, September.
    19. Juin-Hao Ho & Gwo-Guang Lee & Ming-Tsang Lu, 2020. "Exploring the Implementation of a Legal AI Bot for Sustainable Development in Legal Advisory Institutions," Sustainability, MDPI, vol. 12(15), pages 1-17, July.
    20. Li, Chengjiang & Negnevitsky, Michael & Wang, Xiaolin & Yue, Wen Long & Zou, Xin, 2019. "Multi-criteria analysis of policies for implementing clean energy vehicles in China," Energy Policy, Elsevier, vol. 129(C), pages 826-840.

    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:eee:renene:v:250:y:2025:i:c:s0960148125009152. 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.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.