干旱区生态环境知识资源中心(Arid): Risk-based multi-criteria decision analysis of gas power plants placement in semi-arid regions

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DOI	10.1016/j.egyr.2021.05.071
	Risk-based multi-criteria decision analysis of gas power plants placement in semi-arid regions
	Mokarram, Marzieh; Shafie-khah, Miadreza; Aghaei, Jamshid
通讯作者	Aghaei, J (corresponding author), Lappeenranta Lahti Univ Technol LUT, Sch Energy Syst, Lappeenranta, Finland.
来源期刊	ENERGY REPORTS
ISSN	2352-4847
出版年	2021
卷号	7 页码:3362-3372
英文摘要	The purpose of this research is to determine the optimum location to construct gas power plants (GPPs) in semi-arid regions. A combination of ordered weight averaging (OWA) and analytic hierarchy process (AHP) method named OWA-AHP is utilized to prepare land suitability maps with different risk scenarios when fuzzy method is to homogenize inputs. In the proposed method, AHP is to weigh each different parameter while OWA considers risk levels. In order to validate the accuracy of the proposed method, the receiver operating characteristics (ROC) curve is investigated. Besides, the self-organizing map (SOM) algorithm and Pearson correlation are used to determine the most important parameters for constructing GPP. According to obtained results, the areas located in the north and parts of the east and south of the selected case study (about 15%) at all risk levels are the optimum areas to be hosted for GPPs. Furthermore, ROC curve shows that the Area Under the Curve (AUC) values are high for both AHP and OWA-AHP methods (AUC Fuzzy-AHP = 94.0%, AUC OWA = 89.0%). The results of the SOM algorithm and Pearson correlation with high accuracy (R-Model1: 0.853 and R-Model2: 0.940) also depict that distance to the pipeline and road are the most important parameters to identify suitable locations for GPP. (C) 2021 The Authors. Published by Elsevier Ltd.
英文关键词	Gas power plant (GPP) Ordered weighted averaging (OWA) Analytic hierarchy process (AHP) Fuzzy method Self-organizing map (SOM)
类型	Article
语种	英语
开放获取类型	gold
收录类别	SCI-E
WOS记录号	WOS:000701681900001
WOS关键词	GIS ; OWA ; OPERATOR ; AGGREGATION ; LOCATION
WOS类目	Energy & Fuels
WOS研究方向	Energy & Fuels
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/363082
作者单位	[Mokarram, Marzieh] Shiraz Univ, Coll Agr & Nat Resources Darab, Dept Range & Watershed Management, Shiraz, Iran; [Shafie-khah, Miadreza] Univ Vaasa, Sch Technol & Innovat, Vaasa, Finland; [Aghaei, Jamshid] Lappeenranta Lahti Univ Technol LUT, Sch Energy Syst, Lappeenranta, Finland
推荐引用方式 GB/T 7714	Mokarram, Marzieh,Shafie-khah, Miadreza,Aghaei, Jamshid. Risk-based multi-criteria decision analysis of gas power plants placement in semi-arid regions[J],2021,7:3362-3372.
APA	Mokarram, Marzieh,Shafie-khah, Miadreza,&Aghaei, Jamshid.(2021).Risk-based multi-criteria decision analysis of gas power plants placement in semi-arid regions.ENERGY REPORTS,7,3362-3372.
MLA	Mokarram, Marzieh,et al."Risk-based multi-criteria decision analysis of gas power plants placement in semi-arid regions".ENERGY REPORTS 7(2021):3362-3372.