Environmental impact efficiency of natural gas combined cycle power plants: A combined life cycle assessment and dynamic data envelopment analysis approach

被引:54
|
作者
Martin-Gamboa, Mario [1 ,2 ]
Iribarren, Diego [1 ]
Dufour, Javier [1 ,2 ]
机构
[1] Inst IMDEA Energia, Syst Anal Unit, Mostoles 28935, Spain
[2] Rey Juan Carlos Univ, Chem & Environm Engn Grp, Mostoles 28933, Spain
关键词
Data envelopment analysis; Eco-efficiency; Electricity; Life cycle assessment; Natural gas; SLACKS-BASED MEASURE; SECURITY; ENERGY; DEA;
D O I
10.1016/j.scitotenv.2017.09.243
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The energy sector is still dominated by the use of fossil resources. In particular, natural gas represents the third most consumed resource, being a significant source of electricity in many countries. Since electricity production in natural gas combined cycle (NGCC) plants provides some benefits with respect to other non-renewable technologies, it is often seen as a transitional solution towards a future low carbon power generation system. However, given the environmental profile and operational variability of NGCC power plants, their eco-efficiency assessment is required. In this respect, this article uses a novel combined Life Cycle Assessment (LCA) and dynamic Data Envelopment Analysis (DEA) approach in order to estimate -over the period 2010-2015- the environmental impact efficiencies of 20 NGCC power plants located in Spain. A three-step LCA + DEA method is applied, which involves data acquisition, calculation of environmental impacts through LCA, and the novel estimation of environmental impact efficiency (overall-and term-efficiency scores) through dynamic DEA. Although only 1 out of 20 NGCC power plants is found to be environmentally efficient, all plants show a relatively good environmental performance with overall eco-efficiency scores above 60%. Regarding individual periods, 2011 was on average-the year with the highest environmental impact efficiency (95%), accounting for 5 efficient NGCC plants. In this respect, a link between high number of operating hours and high environmental impact efficiency is observed. Finally, preliminary environmental benchmarks are presented as an additional outcome in order to further support decision-makers in the path towards eco-efficiency in NGCC power plants. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:29 / 37
页数:9
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