TY - JOUR
T1 - Comprehensive Benefits Evaluation of Renewable Energy Based on Grey-DEMATEL and DQ-GRA
AU - Li, Peng
AU - Hu, Di
AU - Hou, Lei
AU - Wang, Jiahao
AU - Pan, Youpeng
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2024
Y1 - 2024
N2 - In the pursuit of the 'double carbon' goal, the vigorous development of renewable energy has been an inevitable trend in energy transformation. The evaluation on comprehensive benefits associated with renewable energy plans is crucial for the advancement and implementation of renewable energy. This paper constructed an appraisal index system from four main dimensions, including economic benefits, environmental benefits, energy consumption benefits, and social benefits. This paper also proposed a hybrid multi-criteria decision-making (MCDM) model based on grey decision-making trial and evaluation laboratory (grey-DEMATEL) and modified difference-quotient grey relational analysis (DQ-GRA). Firstly, we applied the grey-DEMATEL to calculate the indicator weights used in modified DQ-GRA. Then, to rank renewable energy plans for evaluation, the proposed modified DQ-GRA method was applied. Finally, utilizing ten distinct renewable energy plans in Fujian Province as the focal point of our investigation, we undertook a comprehensive evaluation and analysis employing the research methodology introduced in this paper and compared the proposed method with the entropy weight method to authenticate its efficacy, thus validating the reliability and accuracy of our approach.
AB - In the pursuit of the 'double carbon' goal, the vigorous development of renewable energy has been an inevitable trend in energy transformation. The evaluation on comprehensive benefits associated with renewable energy plans is crucial for the advancement and implementation of renewable energy. This paper constructed an appraisal index system from four main dimensions, including economic benefits, environmental benefits, energy consumption benefits, and social benefits. This paper also proposed a hybrid multi-criteria decision-making (MCDM) model based on grey decision-making trial and evaluation laboratory (grey-DEMATEL) and modified difference-quotient grey relational analysis (DQ-GRA). Firstly, we applied the grey-DEMATEL to calculate the indicator weights used in modified DQ-GRA. Then, to rank renewable energy plans for evaluation, the proposed modified DQ-GRA method was applied. Finally, utilizing ten distinct renewable energy plans in Fujian Province as the focal point of our investigation, we undertook a comprehensive evaluation and analysis employing the research methodology introduced in this paper and compared the proposed method with the entropy weight method to authenticate its efficacy, thus validating the reliability and accuracy of our approach.
KW - comprehensive benefits evaluation
KW - DQ-GRA
KW - grey-DEMATEL
KW - hybrid MCDM framework
KW - Renewable energy
UR - http://www.scopus.com/inward/record.url?scp=85199110322&partnerID=8YFLogxK
U2 - 10.1109/ACCESS.2024.3429242
DO - 10.1109/ACCESS.2024.3429242
M3 - Article
AN - SCOPUS:85199110322
SN - 2169-3536
VL - 12
SP - 98660
EP - 98671
JO - IEEE Access
JF - IEEE Access
ER -