Evaluating and Selecting Renewable Energy Sources for a Microgrid: A Bi-Capacity-Based Multi-Criteria Decision Making Approach

被引:13
|
作者
Zhang, Ling [1 ]
Wang, Fandi [1 ]
Xu, Yan [2 ]
Yeh, Chung-Hsing [3 ]
Zhou, Peng [4 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 211106, Peoples R China
[2] Northwestern Polytech Univ, Sch Management, Xian 710072, Peoples R China
[3] Monash Univ, Fac Informat Technol, Clayton, Vic 3800, Australia
[4] China Univ Petr, Sch Econ & Management, Qingdao 266850, Peoples R China
关键词
Microgrids; Wind; Portfolios; Renewable energy sources; Decision making; Economics; Data models; Bi-capacity; ELECTRE; microgrid; multi-criteria decision making; renewable energy; RURAL ELECTRIFICATION; POWER-GENERATION; CRITERIA; BIOMASS; SYSTEM; FEASIBILITY; OPTIMIZATION; GASIFICATION; INTEGRATION; STRATEGIES;
D O I
10.1109/TSG.2020.3024553
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Renewable energy (RE) microgrids are considered one solution for solving the increasing electricity demand and environmental pollution problem. Selecting RE sources for a microgrid plays a crucial role in determining the performance of the microgrid. Illustrated with an empirical study on a city's microgrid project, this article proposes a new evaluation approach with a bi-capacity based multi-criteria decision making method called Bi-ELECTRE to evaluate and select RE source alternatives based on interacting performance indicators with bipolar measurement. With the novelty of the Bi-ELECTRE method, this article addresses the questions of (a) how to measure interactions between bipolar-scaled indicators when evaluating the RE source alternatives of a microgrid, and (b) how to determine the optimal combination of RE sources for a microgrid. The results from the empirical study suggest that a microgrid with a single RE source has the worst performance, compared with multi-source alternatives. In the empirical study conducted, the microgrid using a RE source combination of 20% wind, 30% solar, and 50% biomass has the best overall performance. By considering interactions between bipolar-scaled indicators and various combinations of RE sources, the proposed approach contributes to MCDM research methodologically and to the RE source selection problem for a microgrid practically.
引用
收藏
页码:921 / 931
页数:11
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