An integrated MCDM framework based on interval 2-tuple linguistic: A case of offshore wind farm site selection in China

被引:33
作者
Yu, Yang [1 ,2 ]
Wu, Shibo [1 ,2 ,3 ]
Yu, Jianxing [1 ,2 ]
Chen, Haicheng
Zeng, Qingze
Xu, Ya
Ding, Hongyu [1 ,2 ]
机构
[1] Tianjin Univ, State Key Lab Hydraul Engn Simulat & Safety, Tianjin 300072, Peoples R China
[2] Tianjin Univ, Tianjin Key Lab Port & Ocean Engn, Tianjin 300072, Peoples R China
[3] Tianjin Univ, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-criteria decision making; Aggregation method; Weighting method; PIV method; Offshore wind farm; FUZZY BAYESIAN NETWORK; RISK-ASSESSMENT; AGGREGATION OPERATORS; FAILURE MODES; RANK REVERSAL; CLOUD MODEL; PRIORITIZATION; METHODOLOGY; SETS; AHP;
D O I
10.1016/j.psep.2022.06.041
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Offshore wind farm (OWF) site selection is critical to the successful development of offshore wind energy and manifests as a complex multi-criteria decision-making (MCDM) process. To promote the further healthy development of offshore wind energy, this study developed a new integrated MCDM framework to better evaluate and rank OWF sites. The main contributions are as follows. First, the interval 2-tuple linguistic (I2TL) provides a simple, interpretable, and precise approach to linguistic information handling and effectively prevents information missing and distortion. Second, different opinions are aggregated using a modified similarity aggregation method (SAM), reducing the errors due to neglecting the effect of individual differences on consistency. Third, a new integrated weighting method combining the simplified best-worst method (SBWM) and method based on the removal effects of criteria (MEREC) is adopted to acquire evaluation criteria weights, which comprehensively reveals the relative importance of criteria. Fourth, the proximity indexed value (PIV) method is expanded with I2TL for alternative ranking to minimize the rank reversal problem. Finally, the applicability and robustness of the proposed framework are validated through a case study in China as well as sensitivity and comparative analyses. The proposed MCDM framework can provide beneficial support for managers to analyze and select the optimal OWF site.
引用
收藏
页码:613 / 628
页数:16
相关论文
共 60 条
[1]   A new hybrid multi-criteria decision-making approach for location selection of sustainable offshore wind energy stations: A case study [J].
Abdel-Basset, Mohamed ;
Gamal, Abduallah ;
Chakrabortty, Ripon K. ;
Ryan, Michael .
JOURNAL OF CLEANER PRODUCTION, 2021, 280
[2]   Development of a dynamic quantitative risk assessment methodology using fuzzy DEMATEL-BN and leading indicators [J].
Ahmadi, Omran ;
Mortazavi, Seyed Bagher ;
Mahabadi, Hasan Asilian ;
Hosseinpouri, Mehdi .
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2020, 142 :15-44
[3]   Hybrid fuzzy decision making approach for wind-powered pumped storage power plant site selection: A case study [J].
Ahmadi, Sayyed Hamid Reza ;
Noorollahi, Younes ;
Ghanbari, Sasan ;
Ebrahimi, Morteza ;
Hosseini, Hossein ;
Foroozani, Ahmad ;
Hajinezhad, Ahmad .
SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2020, 42
[4]   Evaluating Life Cycle of Buildings Using an Integrated Approach Based on Quantitative-Qualitative and Simplified Best-Worst Methods (QQM-SBWM) [J].
Amiri, Maghsoud ;
Hashemi-Tabatabaei, Mohammad ;
Ghahremanloo, Mohammad ;
Keshavarz-Ghorabaee, Mehdi ;
Zavadskas, Edmundas Kazimieras ;
Kaklauskas, Arturas .
SUSTAINABILITY, 2021, 13 (08)
[5]  
BARZILAI J, 1994, INFOR, V32, P57
[6]   A comparative assessment of solid waste management performance in the Nordic countries based on BWM-EDAS [J].
Behzad, Masoud ;
Zolfani, Sarfaraz Hashemkhani ;
Pamucar, Dragan ;
Behzad, Moein .
JOURNAL OF CLEANER PRODUCTION, 2020, 266
[7]   ON A SHORT-COMING OF SAATY METHOD OF ANALYTIC HIERARCHIES [J].
BELTON, V ;
GEAR, T .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 1983, 11 (03) :228-230
[8]   An integrated interval type-2 fuzzy sets and multiplicative half quadratic programming-based MCDM framework for calculating aggregated risk ranking results of failure modes in FMECA [J].
Boral, Soumava ;
Chaturvedi, Sanjay K. ;
Howard, Ian ;
Naikan, V. N. A. ;
McKee, Kristoffer .
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2021, 150 :194-222
[9]   A novel renewable energy selection model for United Nations' sustainable development goals [J].
Buyukozkan, Gulcin ;
Karabulut, Yagmur ;
Mukul, Esin .
ENERGY, 2018, 165 :290-302
[10]  
Chen C.-T., 2005, 10 ANN M APDSI AS PA, V20