IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i7p3037-d1623335.html
   My bibliography  Save this article

Multi-Dimensional Gray Relational Comprehensive Evaluation of an AC/DC Hybrid Grid Operation Mode Based on the DEMATEL-CRITIC Method

Author

Listed:
  • Bowen Zhou

    (College of Information Science and Engineering, Northeastern University, Shenyang 110819, China
    Key Laboratory of Integrated Energy Optimization and Secure Operation of Liaoning Province, Northeastern University, Shenyang 110819, China)

  • Hongming Yang

    (College of Information Science and Engineering, Northeastern University, Shenyang 110819, China
    Key Laboratory of Integrated Energy Optimization and Secure Operation of Liaoning Province, Northeastern University, Shenyang 110819, China)

  • Chen Lv

    (China Electric Power Research Institute, Beijing 100192, China)

  • Quan Ma

    (China Electric Power Research Institute, Beijing 100192, China)

  • Yong Cui

    (State Grid Shanghai Municipal Electric Power Company, Shanghai 201507, China)

Abstract

To evaluate the operation modes of AC/DC hybrid power grids, a comprehensive evaluation index system is established based on the principles of index system construction, with a focus on mode development personnel in practical engineering. This system includes four aspects: static security, transient stability, DC security, and economic performance of the operation mode, with detailed explanations of the statistical or computational methods for each index. This index system can objectively and comprehensively reflect the rationality of the operation mode. Then, the Decision-making Trial and Evaluation Laboratory—Criteria Importance Through Intercriteria Correlation (DEMATEL-CRITIC) method is used for combining subjective and objective weights. Considering the scheduling decisions of power grid operators, the method is used to analyze the relationships among indexes, as well as their conflicts and variations. Gray relational analysis is used as the evaluation method to form a comprehensive evaluation model for the operation modes, achieving a scientific and effective comprehensive assessment of AC/DC hybrid power grids. Finally, a case study of an AC/DC hybrid power grid is used to validate the index system and the evaluation model. A comparative analysis demonstrates the effectiveness of the evaluation method and provides a practical tool for the planning, modification, and safe operational management of grids.

Suggested Citation

  • Bowen Zhou & Hongming Yang & Chen Lv & Quan Ma & Yong Cui, 2025. "Multi-Dimensional Gray Relational Comprehensive Evaluation of an AC/DC Hybrid Grid Operation Mode Based on the DEMATEL-CRITIC Method," Sustainability, MDPI, vol. 17(7), pages 1-22, March.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:7:p:3037-:d:1623335
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/7/3037/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/7/3037/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ji, Yuanjin & Huang, Youpei & Zeng, Junwei & Ren, Lihui & Chen, Yuejian, 2025. "A physical‒data-driven combined strategy for load identification of tire type rail transit vehicle," Reliability Engineering and System Safety, Elsevier, vol. 253(C).
    2. Li, Yanbin & Zhao, Ke & Zhang, Feng, 2023. "Identification of key influencing factors to Chinese coal power enterprises transition in the context of carbon neutrality: A modified fuzzy DEMATEL approach," Energy, Elsevier, vol. 263(PA).
    3. Chen, Yuejian & Liu, Xuemei & Rao, Meng & Qin, Yong & Wang, Zhipeng & Ji, Yuanjin, 2025. "Explicit speed-integrated LSTM network for non-stationary gearbox vibration representation and fault detection under varying speed conditions," Reliability Engineering and System Safety, Elsevier, vol. 254(PA).
    4. Jinchao Li & Tianzhi Li & Liu Han, 2018. "Research on the Evaluation Model of a Smart Grid Development Level Based on Differentiation of Development Demand," Sustainability, MDPI, vol. 10(11), pages 1-25, November.
    5. Zirui Wang & Bowen Zhou & Chen Lv & Hongming Yang & Quan Ma & Zhao Yang & Yong Cui, 2023. "Typical Power Grid Operation Mode Generation Based on Reinforcement Learning and Deep Belief Network," Sustainability, MDPI, vol. 15(20), pages 1-18, October.
    6. Dongxiao Niu & Yan Li & Shuyu Dai & Hui Kang & Zhenyu Xue & Xianing Jin & Yi Song, 2018. "Sustainability Evaluation of Power Grid Construction Projects Using Improved TOPSIS and Least Square Support Vector Machine with Modified Fly Optimization Algorithm," Sustainability, MDPI, vol. 10(1), pages 1-19, January.
    7. Li, Zhao & Luo, Zujiang & Wang, Yan & Fan, Guanyu & Zhang, Jianmang, 2022. "Suitability evaluation system for the shallow geothermal energy implementation in region by Entropy Weight Method and TOPSIS method," Renewable Energy, Elsevier, vol. 184(C), pages 564-576.
    8. Abdul, Daud & Wenqi, Jiang & Tanveer, Arsalan, 2022. "Prioritization of renewable energy source for electricity generation through AHP-VIKOR integrated methodology," Renewable Energy, Elsevier, vol. 184(C), pages 1018-1032.
    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. Vidas Žuraulis & Robertas Pečeliūnas & Tomas Misevičius, 2025. "Assessment of Safe and Sustainable Operation for Freight Transportation Company Based on Tire Set Configurations Used in Its Trucks’ Fleet," Sustainability, MDPI, vol. 17(4), pages 1-21, February.
    2. Li Lin & Xuelei Meng & Kewei Song & Liping Feng & Zheng Han & Ximan Xia, 2025. "Train Planning for Through Operation Between Intercity and High-Speed Railways: Enhancing Sustainability Through Integrated Transport Solutions," Sustainability, MDPI, vol. 17(3), pages 1-34, January.
    3. Venkatraman Indrajayanthan & Nalin Kant Mohanty & Rajvikram Madurai Elavarasan & Lucian Mihet-Popa, 2022. "Investigation on Current and Prospective Energy Transition Scenarios in Indian Landscape Using Integrated SWOT-MCDA Methodology," Sustainability, MDPI, vol. 14(9), pages 1-31, April.
    4. Lee, Chien-Chiang & Qian, Anqi, 2024. "Regional differences, dynamic evolution, and obstacle factors of cultivated land ecological security in China," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
    5. Wabukala, Benard M. & Bergland, Olvar & Mukisa, Nicholas & Adaramola, Muyiwa S. & Watundu, Susan & Orobia, Laura A. & Rudaheranwa, Nichodemus, 2024. "Electricity security in Uganda: Measurement and policy priorities," Utilities Policy, Elsevier, vol. 91(C).
    6. Sun, Hongjun & Yang, Zhen & Li, Jinxia & Ding, Hongbing & Lv, Pengfei, 2024. "Performance evaluation and optimal design for passive turbulence control-based hydrokinetic energy harvester using EWM-based TOPSIS," Energy, Elsevier, vol. 298(C).
    7. Cen, Xiao & Chen, Zengliang & Chen, Haifeng & Ding, Chen & Ding, Bo & Li, Fei & Lou, Fangwei & Zhu, Zhenyu & Zhang, Hongyu & Hong, Bingyuan, 2024. "User repurchase behavior prediction for integrated energy supply stations based on the user profiling method," Energy, Elsevier, vol. 286(C).
    8. Yang, Zhaofu & Liu, Hong & Yuan, Yongna & Li, Muhua, 2024. "Can renewable energy development facilitate China's sustainable energy transition? Perspective from Energy Trilemma," Energy, Elsevier, vol. 304(C).
    9. Xing Zhang, 2018. "Short-Term Load Forecasting for Electric Bus Charging Stations Based on Fuzzy Clustering and Least Squares Support Vector Machine Optimized by Wolf Pack Algorithm," Energies, MDPI, vol. 11(6), pages 1-18, June.
    10. Ruchi Mishra & Rajesh Kr Singh & Venkatesh Mani, 2023. "A hybrid multi criteria decision-making framework to facilitate omnichannel adoption in logistics: an empirical case study," Annals of Operations Research, Springer, vol. 326(2), pages 685-719, July.
    11. Weiwei Liu & Yuan Tao & Zhile Yang & Kexin Bi, 2019. "Exploring and Visualizing the Patent Collaboration Network: A Case Study of Smart Grid Field in China," Sustainability, MDPI, vol. 11(2), pages 1-18, January.
    12. Liu, Ziyang & He, Mingfei & Tang, Xiaoping & Yuan, Guofeng & Yang, Bin & Yu, Xiaohui & Wang, Zhifeng, 2024. "Capacity optimisation and multi-dimensional analysis of air-source heat pump heating system: A case study," Energy, Elsevier, vol. 294(C).
    13. Huibing Cheng & Shanshui Zheng & Jianghong Feng, 2022. "A Fuzzy Multi-Criteria Method for Sustainable Ferry Operator Selection: A Case Study," Sustainability, MDPI, vol. 14(10), pages 1-22, May.
    14. Arsalan Tanveer & Huaming Song & Muhammad Faheem & Abdul Daud & Noreen Safdar, 2024. "Navigating the asymmetric influence of financial inclusion on environmental sustainability: Dynamic role of energy consumption and human capital," Energy & Environment, , vol. 35(6), pages 3087-3115, September.
    15. Zhang, Boling & Wang, Qian & Wang, Sixia & Tong, Ruipeng, 2023. "Coal power demand and paths to peak carbon emissions in China: A provincial scenario analysis oriented by CO2-related health co-benefits," Energy, Elsevier, vol. 282(C).
    16. Rivero-Iglesias, Jose M. & Puente, Javier & Fernandez, Isabel & León, Omar, 2023. "Integrated model for the assessment of power generation alternatives through analytic hierarchy process and a fuzzy inference system. Case study of Spain," Renewable Energy, Elsevier, vol. 211(C), pages 563-581.
    17. Zhang, Zhiqing & Liu, Hui & Yang, Dayong & Li, Junming & Lu, Kai & Ye, Yanshuai & Tan, Dongli, 2024. "Performance enhancements of power density and exergy efficiency for high-temperature proton exchange membrane fuel cell based on RSM-NSGA III," Energy, Elsevier, vol. 301(C).
    18. Jun He & Xinyu Liu & Wentao Huang & Bohan Zhang & Zuoming Zhang & Zirui Shao & Zimu Mao, 2024. "Health State Assessment of Lithium-Ion Batteries Based on Multi-Health Feature Fusion and Improved Informer Modeling," Energies, MDPI, vol. 17(9), pages 1-18, April.
    19. Chen, Chunxiang & Li, Bingjie & He, Lihui & Wei, Guangsheng & Qin, Shuo, 2024. "Slagging tendency analysis and evaluation of biomass and coal during co-firing," Energy, Elsevier, vol. 305(C).
    20. Guangqi Liang & Dongxiao Niu & Yi Liang, 2020. "Core Competitiveness Evaluation of Clean Energy Incubators Based on Matter-Element Extension Combined with TOPSIS and KPCA-NSGA-II-LSSVM," Sustainability, MDPI, vol. 12(22), pages 1-26, November.

    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:jsusta:v:17:y:2025:i:7:p:3037-:d:1623335. 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 (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.