COMBINATION OF PARAMETRIC AND NON-PARAMETRIC MODELS TO RANK THE ELECTRICITY DISTRIBUTION COMPANIES

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AZADEH M.A.; AMAL NIK M.S.; OMRANI H.

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Journal: INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN) Year:2008 | Volume:19 | Issue:1 Page(s): 53-63

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Title

COMBINATION OF PARAMETRIC AND NON-PARAMETRIC MODELS TO RANK THE ELECTRICITY DISTRIBUTION COMPANIES

Author(s)

AZADEH M.A. | AMAL NIK M.S. | OMRANI H. | Issue Writer Certificate

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Abstract

In this paper, a comprehensive approach for performance assessment and ranking of the electricity distribution companies is presented. In this approach, in order to obtain exact ranks of the electricity distribution companies, Data Envelopment Analysis (DEA) as a non-parametric model and Corrected Ordinary Least Squares (COLS) as a parametric model are combined by Principal Component Analysis (PCA). First, the efficiency scores .of the electricity distribution companies are calculated by DEA and COLS. Then, the efficiency generated by DEA and COLS ate used as indicator in PCA model in this paper, thirty eight electricity distribution companies are ranked by proposed approach and the results are validated and verified by geometric mean approach.

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APA: Copy

AZADEH, M.A., AMAL NIK, M.S., & OMRANI, H.. (2008). COMBINATION OF PARAMETRIC AND NON-PARAMETRIC MODELS TO RANK THE ELECTRICITY DISTRIBUTION COMPANIES. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 19(1), 53-63. SID. https://sid.ir/paper/65670/en

Vancouver: Copy

AZADEH M.A., AMAL NIK M.S., OMRANI H.. COMBINATION OF PARAMETRIC AND NON-PARAMETRIC MODELS TO RANK THE ELECTRICITY DISTRIBUTION COMPANIES. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)[Internet]. 2008;19(1):53-63. Available from: https://sid.ir/paper/65670/en

IEEE: Copy

M.A. AZADEH, M.S. AMAL NIK, and H. OMRANI, “COMBINATION OF PARAMETRIC AND NON-PARAMETRIC MODELS TO RANK THE ELECTRICITY DISTRIBUTION COMPANIES,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 19, no. 1, pp. 53–63, 2008, [Online]. Available: https://sid.ir/paper/65670/en

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