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Performance evaluation and benchmarking of Indian electricity distribution utilities using data envelopment analysis along with sensitivity analysis

机译:使用数据包络分析和敏感性分析对印度配电公司进行性能评估和基准测试

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摘要

The present study aims to evaluate the relative efficiencies and benchmark of 55 electricity distribution utilities operating in different states in India by applying popular and effective performance evaluation method data envelopment analysis (DEA). Technical, pure technical and scale efficiencies were also computed along with peer to peer comparison of inefficient utilities with efficient ones. Efficiency evaluation results with performance improvement schemes also were provided. The results indicate performance efficiency scores, input and output slack, input and output variable targets, reference group for inefficient DMUs with weights and classification of DMUs on the basis on sensitivity analysis. Based on these results, inefficient utilities can improve their performance by making strategic plans for performance improvement. This paper is one of the few published studies that benchmark the performance of Indian electricity distribution utilities by taking specific parameters of electricity utilities of India. Also, it is one of the first paper in which sensitivity-based classification of Indian electricity distribution utilities is being performed to find out sensitivity of variables.
机译:本研究旨在通过应用流行且有效的绩效评估方法数据包络分析(DEA)来评估印度不同州运营的55家配电公司的相对效率和基准。还计算了技术效率,纯技术效率和规模效率,以及低效公用事业与高效公用事业的点对点比较。还提供了具有绩效改进方案的效率评估结果。结果表明,在敏感性分析的基础上,性能效率得分,输入和输出松弛,输入和输出变量目标,具有权重的低效率DMU的参考组和DMU的分类。基于这些结果,效率低下的公用事业可以通过制定战略计划来提高绩效,从而提高绩效。本文是通过采用印度电力公司的特定参数来对印度电力公司的绩效进行基准测试的少数公开研究之一。此外,这是第一篇论文,其中正在进行基于灵敏度的印度配电公司分类,以找出变量的灵敏度。

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