A Two-Stage Approach of DEA and AHP in Selecting Optimal Wind Power Plants

被引:15
|
作者
Wang, Chia-Nan [1 ]
Nguyen, Hoang-Phu [2 ,3 ]
Wang, Jing-Wein [4 ]
机构
[1] Natl Kaohsiung Univ Sci & Technol, Dept Ind Engn & Management, Kaohsiung 80778, Taiwan
[2] Natl Kaohsiung Univ Sci & Technol, Dept Ind Engn & Management, Kaohsiung 80778, Taiwan
[3] Ho Chi Minh Int Univ Vietnam Natl Univ, Sch Business, Ho Chi Minh 70000, Vietnam
[4] Natl Kaohsiung Univ Sci & Technol, Inst Photon & Commun, Kaohsiung 80778, Taiwan
关键词
Mathematical models; Wind power generation; Wind speed; Wind farms; Renewable energy sources; Indexes; Fossil fuels; Analysis hierarchy process (AHP); data envelopment analysis (DEA); decision making; emerging markets; renewable energy; Vietnam; wind power plant; DECISION-MAKING; EFFICIENCY; LOCATION;
D O I
10.1109/TEM.2021.3110519
中图分类号
F [经济];
学科分类号
02 ;
摘要
Sustainable development has become a global tendency in the growth orientation of governments. Renewable energies such as wind and solar have attracted many concerns in reducing the level of fossil fuels dependence. One of the most significant stages in such a transmission process is determining the most suitable location. This article aims to propose a novelty approach combining two multiple criteria decision making models, namely data envelopment analysis (DEA) and analysis hierarchy process (AHP) to recommend the most optimal site for wind power plants. Vietnam has been one of the most successful ASEAN nations in attracting renewable energy investments; hence, the article considers it as a case study. In the first stage, there are five inputs and outputs conducted by DEA models to choose the five most potential alternatives among 12 locations for the next stage. In the second stage, the AHP model is implemented on five main criteria and 20 subcriteria that are referred to the options of experienced experts. The findings show that Ninh Thuan province, which is obtained with the highest final score (0.374), is the most suitable location for wind power plants construction. The article has contributed to renewable literature in terms of methodologies as well as to practice for both public and private stakeholders.
引用
收藏
页码:4299 / 4309
页数:11
相关论文
共 50 条
  • [41] Modelling Bank Performance: A Novel Fuzzy Two-Stage DEA Approach
    Izadikhah, Mohammad
    FUZZY INFORMATION AND ENGINEERING, 2019, 11 (02) : 149 - 174
  • [42] DEA models for two-stage processes: Game approach and efficiency decomposition
    Liang, Liang
    Cook, Wade D.
    Zhu, Joe
    NAVAL RESEARCH LOGISTICS, 2008, 55 (07) : 643 - 653
  • [43] Optimal Planning of Wind and PV Capacity in Provincial Power Systems Based on Two-Stage Optimization Algorithm
    Yuan, Yue
    Cao, Yang
    Zhou, Jingjing
    Bao, Jiangmin
    2015 5TH INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES (DRPT 2015), 2015, : 593 - 598
  • [44] Two-stage optimal MPC for hybrid energy storage operation to enable smooth wind power integration
    Guo, Tingting
    Zhu, Yuwei
    Liu, Youbo
    Gu, Chenghong
    Liu, Junyong
    IET RENEWABLE POWER GENERATION, 2020, 14 (13) : 2477 - 2486
  • [45] A Novel Distributed Optimal Approach to Power Coordination in Wind Power Plants
    Dinh Hoa Nguyen
    Narikiyo, Tatsuo
    Kawanishi, Michihiro
    2015 IEEE CONFERENCE ON CONTROL AND APPLICATIONS (CCA 2015), 2015, : 1008 - 1013
  • [46] Two-stage Frequency Division Robust Optimal Dispatching Method Considering Wind Power Fluctuation Uncertainty
    Bao G.
    Zhou J.
    Ma M.
    Wang N.
    Dianwang Jishu/Power System Technology, 2020, 44 (12): : 4530 - 4538
  • [47] TWO-STAGE OPTIMAL DISPATCHING OF WIND POWER-PHOTOVOLTAIC-THERMAL POWER-PUMPED STORAGE COMBINED SYSTEM
    Luo Y.
    Wang Y.
    Liu C.
    Fan L.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (01): : 500 - 508
  • [48] MPC-based Two-stage Rolling Power Dispatch Approach for Wind-integrated Power System
    Zhai, Junyi
    Zhou, Ming
    Dong, Shengxiao
    Li, Gengyin
    Ren, Jianwen
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2018, 13 (02) : 648 - 658
  • [49] Two-stage robust optimal scheduling method for virtual power plants considering the controllability of electric vehicles
    Song, Jiaqi
    Yang, Yongbiao
    Xu, Qingshan
    ELECTRIC POWER SYSTEMS RESEARCH, 2023, 225
  • [50] Selecting Internet company stocks using a combined DEA and AHP approach
    Ho, Chien-Ta Bruce
    Oh, K. B.
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2010, 41 (03) : 325 - 336