Improving energy productivity in paddy production through benchmarking - An application of data envelopment analysis

被引:191
作者
Chauhan, NS
Mohapatra, PKJ
Pandey, KP
机构
[1] Indian Inst Technol, Dept Ind Engn & Management, Kharagpur 721302, W Bengal, India
[2] Indian Inst Technol, Dept Agr & Food Engn, Kharagpur 721302, W Bengal, India
关键词
data envelopment analysis; rice production; energy productivity; relative efficiency; energy economics; energy use efficiency; cross efficiency matrix;
D O I
10.1016/j.enconman.2005.07.004
中图分类号
O414.1 [热力学];
学科分类号
摘要
In this study, a data envelopment analysis approach has been used to determine the efficiencies of farmers with regard to energy use in rice production activities in the alluvial zone in the state of West Bengal in India. The study has helped to segregate efficient farmers from inefficient ones, identify wasteful uses of energy from different sources by inefficient farmers and to suggest reasonable savings in energy uses from different sources. The methods of cross efficiency matrix and distribution of virtual inputs are used to get insights into the performance of individual farmers, rank efficient farmers and identify the improved operating practices followed by a group of truly efficient farmers. The results reveal that, on an average, about 11.6% of the total input energy could be saved if the farmers follow the input package recommended by the study. The study also suggests that better use of power tillers and introduction of improved machinery would improve the efficiency of energy use and thereby improve the energy productivity of the rice production system in the zone. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1063 / 1085
页数:23
相关论文
共 23 条
[1]   Review of ranking methods in the data envelopment analysis context [J].
Adler, N ;
Friedman, L ;
Sinuany-Stern, Z .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 140 (02) :249-265
[2]  
[Anonymous], 1993, MEASUREMENT PRODUCTI
[3]   SOME MODELS FOR ESTIMATING TECHNICAL AND SCALE INEFFICIENCIES IN DATA ENVELOPMENT ANALYSIS [J].
BANKER, RD ;
CHARNES, A ;
COOPER, WW .
MANAGEMENT SCIENCE, 1984, 30 (09) :1078-1092
[4]   APPLIED DATA ENVELOPMENT ANALYSIS [J].
BOUSSOFIANE, A ;
DYSON, RG ;
THANASSOULIS, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1991, 52 (01) :1-15
[5]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[6]  
Charnes A., 1984, Ann. Oper. Res, V2, P59, DOI [10.1007/BF01874733, DOI 10.1007/BF01874733]
[7]  
CHAUHAN NS, 2002, 36 ANN CONV IND SOC
[8]  
COOPER WW, 2004, DAT ENV AN COMP TEXT
[9]   REDUCING WEIGHT FLEXIBILITY IN DATA ENVELOPMENT ANALYSIS [J].
DYSON, RG ;
THANASSOULIS, E .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1988, 39 (06) :563-576
[10]  
FARRELL MJ, 1962, J R STAT SOC SER A-G, V125, P252, DOI 10.2307/2982329