Risk management of photovoltaic power plants using a novel fuzzy multi-criteria decision-making method based on prospect theory: A sustainable development approach

被引:18
作者
Shojaeimehr, Soroush [1 ]
Rahmani, Donya [1 ]
机构
[1] K N Toosi Univ Technol, Dept Ind Engn, Tehran, Iran
关键词
Risk management; Photovoltaic power plant; Sustainable development; Prospect theory; Fuzzy multi-criteria decision-making (FMCDM); Failure mode and effects analysis (FMEA); GENERATION; PROJECTS; TOPSIS; IRAN;
D O I
10.1016/j.ecmx.2022.100293
中图分类号
O414.1 [热力学];
学科分类号
摘要
Due to limited fossil fuel resources and their negative environmental impacts, investment in solar photovoltaic energy has been increasing markedly. Benefiting from photovoltaic systems to fulfill the demand for energy is accompanied by various risks that must be considered. This research studies photovoltaic power plants and their supply chains. In particular, it proposes a new framework for risk management of them based on the five dimensions of sustainable development. This framework employs a combination of the failure mode and effects analysis (FMEA) and the proposed fuzzy election based on relative value distances (FERVD) method to assess and prioritize risks. This proposed fuzzy multi-criteria decision-making (FMCDM) method relies on prospect theory and fuzzy logic. The research benefits from literature review and expert interviews for the identification of risks. Expert opinions are also used for the assessment, prioritization, analysis, and treatment of these risks. The results indicate that 70% of total risks and 57% of critical risks are imposed on the supply chain from outside a power plant. Moreover, it is shown that economic risks, that account for 37% of total risks and 86% of critical risks, are by far the most significant threats to this industry, followed by technical and institutional risks. It is also demonstrated that photovoltaic energy has minimal adverse impacts on social and environmental dimensions of sustainability.
引用
收藏
页数:14
相关论文
共 34 条
[1]   Modelling and multi-criteria analysis of the sustainability dimensions for the green vehicle routing problem [J].
Abdullahi, Hassana ;
Reyes-Rubiano, Lorena ;
Ouelhadj, Djamila ;
Faulin, Javier ;
Juan, Angel A. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 292 (01) :143-154
[2]   Quantitative models for sustainable supply chain management: Developments and directions [J].
Brandenburg, Marcus ;
Govindan, Kannan ;
Sarkis, Joseph ;
Seuring, Stefan .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2014, 233 (02) :299-312
[3]   Methodology of risk analysis by Monte Carlo Method applied to power generation with renewable energy [J].
da Silva Pereira, Edinaldo Jose ;
Pinho, Joao Tavares ;
Barros Galhardo, Marcos Andre ;
Macedo, Wilson Negrao .
RENEWABLE ENERGY, 2014, 69 :347-355
[4]   Comparison of fuzzy AHP and fuzzy TOPSIS methods for facility location selection [J].
Ertugrul, Irfan ;
Karakasoglu, Nilsen .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2008, 39 (7-8) :783-795
[5]   Fuzzy TOPSIS method for academic member selection in engineering faculty [J].
Ertugrul, Irfan ;
Oglu, Nilsen Karaka .
INNOVATIONS IN E-LEARNING, INSTRUCTION TECHNOLOGY, ASSESSMENT, AND ENGINEERING EDUCATION, 2007, :151-+
[6]   Sustainable site selection for photovoltaic power plant: An integrated approach based on prospect theory [J].
Fang, Hong ;
Li, Jing ;
Song, Wenyan .
ENERGY CONVERSION AND MANAGEMENT, 2018, 174 :755-768
[7]   Risk assessment of offshore photovoltaic projects under probabilistic linguistic environment [J].
Gao, Jianwei ;
Guo, Fengjia ;
Li, Xiangzhen ;
Huang, Xin ;
Men, Huijuan .
RENEWABLE ENERGY, 2021, 163 :172-187
[8]   Building energy optimization using Grey Wolf Optimizer (GWO) [J].
Ghalambaz, Mehdi ;
Yengejeh, Reza Jalilzadeh ;
Davami, Amir Hossein .
CASE STUDIES IN THERMAL ENGINEERING, 2021, 27 (27)
[9]  
Giannakis Mihalis, 2016, International Journal of Production Economics, V171, P455, DOI 10.1016/j.ijpe.2015.06.032
[10]   Solar photovoltaic power generation in Iran: Development, policies, and barriers [J].
Gorjian, Shiva ;
Zadeh, Babak Nemat ;
Eltrop, Ludger ;
Shamshiri, Redmond R. ;
Amanlou, Yasaman .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 106 :110-123