DocumentCode
83300
Title
Distinguishing Operational Performance in Power Production: A New Measure of Effectiveness by DEA
Author
Chia-Yen Lee
Author_Institution
Inst. of Manuf. Inf. & Syst., Nat. Cheng Kung Univ., Tainan, Taiwan
Volume
30
Issue
6
fYear
2015
fDate
Nov. 2015
Firstpage
3160
Lastpage
3167
Abstract
Measuring the efficiency of power plant systems requires capturing fluctuations in the level of sales to customers as well as accounting for the effects of regulatory caps on emissions. This study proposes a novel effectiveness measure considering desirable outputs and undesirable outputs via data envelopment analysis (DEA). The new measure complements typical efficiency measures. We test the validity of the proposed measure with an empirical case study of the fifty U.S. states and the District of Columbia. We find that the current interregional electricity transmission plan increases 8.56% in effectiveness. For the emissions control, we suggest a 9.8% reduction in electricity generation towards an effective production frontier. We conclude that the proposed effectiveness measure´s ability to distinguish sales and regulation effects from typical productive efficiency eliminates the bias often found in currently used measures.
Keywords
data envelopment analysis; power transmission control; power transmission planning; DEA; District of Columbia; U.S. states; data envelopment analysis; electricity generation; emissions control; interregional electricity transmission plan; power plant systems efficiency; power production; Air pollution; Data envelopment analysis; Pollution measurement; Power generation; Data envelopment analysis (DEA); effectiveness; environmental regulation; power plant; undesirable output;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2014.2372009
Filename
6979280
Link To Document