scispace - formally typeset
Search or ask a question
Proceedings ArticleDOI

Comprehensive Evaluation of Renewable and Conventional Electric Utility of India Under Noncooperative and Cooperative Environment

TL;DR: This work evaluates the performance of renewable and conventional energy power corporations of India using DEA based on both self and peer evaluation DEA models, finding that several private corporations is sub-optimal, suggesting the potential for operation and maintenance cost reductions.
Abstract: This work evaluates the performance of renewable and conventional energy power corporations of India using DEA. The analysis has been carried out based on both self and peer evaluation DEA models. Self-evaluation model reveals that only 7 out of 17 DMUs are CCR efficient. It has also been observed that amongst these fully efficient DMUs, 60% are government funded electric utilities. Performance of several private corporations is sub-optimal, suggesting the potential for operation and maintenance cost reductions. In order to study the performance of renewable energy power plants, appropriate parameters have been chosen from the data set and results reveal that 75% of the renewable energy generation plants have efficiency score greater than 0.75. Peer evaluation of the DMUs provides the basis for ranking based on the cross efficiency score. Aggressive and Benevolent models are used to study the performance of the DMUs under non-cooperative and cooperative conditions. Then the electric utilities that generate renewable energy are found to either maintain or improve their ranking under aggressive conditions.
References
More filters
Journal ArticleDOI
TL;DR: A nonlinear (nonconvex) programming model provides a new definition of efficiency for use in evaluating activities of not-for-profit entities participating in public programs and methods for objectively determining weights by reference to the observational data for the multiple outputs and multiple inputs that characterize such programs.

25,433 citations


"Comprehensive Evaluation of Renewab..." refers background or methods in this paper

  • ...In recent years data envelopment analysis (DEA) has emerged as an effective approach for efficiency evaluation of multiple input, multiple output decision making units (DMUs) [6]....

    [...]

  • ...[6] is used to evaluate the overall efficiency....

    [...]

  • ...Peer evaluation model has three advantages: (i) it generates a unique ranking order for DMUs [16] (ii) it eliminates unrealistic weight selections without predetermining any weight restrictions [6] (iii) it effectively differentiates the good and bad performers among the DMUs [12]....

    [...]

Journal ArticleDOI
TL;DR: This paper addresses the "super-efficiency" issue of Data Envelopment Analysis by using the slacks-based measure (SBM) of efficiency, which the author proposed in his previous paper [European Journal of Operational Research 130 (2001) 498].

2,575 citations


"Comprehensive Evaluation of Renewab..." refers background in this paper

  • ...Tone (1997, 2001) quantifies the slacks that are present in the input and output parameters in the data set [13]....

    [...]

31 Jan 2001
TL;DR: In this paper, the slacks-based measure (SBM) of efficiency was proposed to discriminate the efficient decision making units (DMUs) based on the existence of slacks.
Abstract: In most models of Data Envelopment Analysis (DEA), the best performers have the full efficient status denoted by unity (or 100%), and, from experience, we know that usually plural Decision Making Units (DMUs) have this “efficient status”. To discriminate between these efficient DMUs is an interesting subject. This paper addresses this “super-efficiency” issue by using the slacks-based measure (SBM) of efficiency, which the author proposed in his previous paper [European Journal of Operational Research 130 (2001) 498]. The method differs from the traditional one based on the radial measure, e.g. Andersen and Petersen model, in that the former deals directly with slacks in inputs/outputs, while the latter does not take account of the existence of slacks. We will demonstrate the rationality of our approach by comparing it with the radial measure of super-efficiency. The proposed method will be particularly useful when the number of DMUs are small compared with the number of criteria employed for evaluation.

1,979 citations

Journal ArticleDOI

1,529 citations


"Comprehensive Evaluation of Renewab..." refers background in this paper

  • ...[12], for the calculation of pure technical efficiency of the DMU....

    [...]

  • ...Peer evaluation model has three advantages: (i) it generates a unique ranking order for DMUs [16] (ii) it eliminates unrealistic weight selections without predetermining any weight restrictions [6] (iii) it effectively differentiates the good and bad performers among the DMUs [12]....

    [...]

Posted Content
01 Jan 2007

1,195 citations