A hybrid approach of wind farm site selection using Group Best‐Worst Method and GIS‐Based Fuzzy Logic Relations. A case study in Vietnam

选址 模糊逻辑 风力发电 多准则决策分析 加权 可再生能源 可持续发展 地理信息系统 计算机科学 环境经济学 环境资源管理 运筹学 地理 数学 工程类 环境科学 经济 人工智能 地图学 医学 电气工程 放射科 政治学 法学
作者
Truong Nhat Hoang,Tram Thi Bich Ly,Huyen Thi Thu
出处
期刊:Environmental Quality Management [Wiley]
卷期号:32 (2): 251-267 被引量:14
标识
DOI:10.1002/tqem.21839
摘要

Abstract In this study, a hybrid model was developed by the combination of Group Multi‐Criteria Decision‐Making Based on Best‐Worst Method (so‐called Group Best Worst Method) and GIS‐Based Fuzzy Logic Relations to provide decision support of the sustainable development of wind power. The proposed model was developed in four main steps including 1) defining exclusion criteria and weighted criteria; 2) normalizing data by fuzzy membership functions in GIS environment; 3) determining the influence/weighting of the criteria through Group Best‐Worst Method; and 4) identifying the suitable areas for wind farm location. In a case study of Bac Lieu Province, Vietnam, it resulted in the coastal areas being most suitable for the development of wind power. It was found to be in line with the local plan of renewable energy development. Moreover, the paddy field areas could also be highly suitable for wind energy sitting due to the reduced adverse effects on nature reserves biodiversity, and the potential benefits associated with the increased land values and local farmer's income, higher crop yield, etc. The proposed hybrid model is considered a novel and straightforward approach in wind power planning that can be extended to other fields of MCDM regarding the selection of geographical location for the other renewable energy projects.

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