Assessing the performance of biogas plants with multi-criteria and data envelopment analysis

被引:79
作者
Madlener, Reinhard [1 ]
Antunes, Carlos Henggeler [2 ,3 ]
Dias, Luis C. [3 ,4 ]
机构
[1] Rhein Westfal TH Aachen, Fac Econ, Inst Future Energy Consumer Needs & Behav FCN, EON Energy Res Ctr, D-52056 Aachen, Germany
[2] Univ Coimbra, Dept Elect Engn & Comp, P-199 Coimbra, Portugal
[3] INESC Coimbra, P-199 Coimbra, Portugal
[4] Univ Coimbra, Fac Econ, P-199 Coimbra, Portugal
关键词
Multi-criteria decision analysis; DEA; Renewable energy; Biogas; ELECTRE TRI; EFFICIENCY; DEA; ENERGY;
D O I
10.1016/j.ejor.2007.12.051
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper performs an assessment of 41 agricultural biogas plants located in Austria to determine their relative performance in terms of economic, environmental, and social criteria and corresponding indicators. The comparison of these renewable energy conversion plants is based on two complementary analyses. Data envelopment analysis (DEA) was conducted to provide measures of radial efficiency relative to the observed frontier of production possibilities. Multi-criteria decision analysis (MCDA), using the IRIS/ELECTRE TRI methodology, was conducted to obtain a different perspective on the results, and as a tool that would enable to incorporate managerial preferences easily. To be able to use IRIS while keeping the spirit behind DEA. the evaluation criteria were defined as different output/input efficiency ratios, and no information about criteria weights was introduced at the outset. The results suggest that MCDA, and the use of IRIS in particular, constitutes a useful approach that can be applied in a complementary way to DEA. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:1084 / 1094
页数:11
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