A novel network data envelopment analysis model for performance measurement of Turkish electric distribution companies

被引:28
|
作者
Petridis, Konstantinos [1 ]
Unsal, Mehmet Guray [2 ]
Dey, Prasanta Kumar [3 ]
Orkcu, H. Hasan [4 ]
机构
[1] Dept Appl Informat, 156 Egnatia Str, Thessaloniki 54006, Greece
[2] Usak Univ, Art & Sci Fac, Dept Stat, Main Campus, Usak, Turkey
[3] Aston Univ, Aston Business Sch, Operat & Informat Management, Birmingham, W Midlands, England
[4] Gazi Univ, Sci Fac, Dept Stat, Teknikokullar Besevler, Ankara, Turkey
关键词
Network DEA; Profit efficiency; Directional distance function; Electric distribution; COST EFFICIENCY; INTERNATIONAL BENCHMARKING; POWER INDUSTRY; DEA APPROACH; PRODUCTIVITY; OWNERSHIP; JAPANESE; QUALITY; SERVICE;
D O I
10.1016/j.energy.2019.01.051
中图分类号
O414.1 [热力学];
学科分类号
摘要
Electric distribution companies have a significant role for both households and industries. Benchmarking of the electric distribution companies in the energy sector has become a subject that is studied widely nowadays due to the effect of privatization policies for developing countries. Since there are multiple production stages regarding the generation and supply procedures of electric power, Network DEA technique is used. Directional Distance Function is also integrated into Network DEA technique. Electric distribution companies are organizations that are aiming at maximizing profit while minimizing the expenses. The main problem is how the profit idea can be integrated into the evaluation process. The aim of the proposed model is to evaluate profit efficiency of electric distribution companies while taking into account expansion cost for additional energy supply. This two stage approach is applied to Turkish electric distribution companies. Results are presented based on radial and profit efficiency measures. The proposed model is demonstrates realistic results by considering the expenses and incomes of distribution companies. (C) 2019 Published by Elsevier Ltd.
引用
收藏
页码:985 / 998
页数:14
相关论文
共 50 条
  • [41] Performance Measurement for the Recycling Production System Using Cooperative Game Network Data Envelopment Analysis
    Huang, Huang-Chu
    Hu, Cheng-Feng
    [J]. SUSTAINABILITY, 2021, 13 (19)
  • [42] A novel network data envelopment analysis model for evaluating green supply chain management
    Mirhedayatian, Seyed Mostafa
    Azadi, Majid
    Saen, Reza Farzipoor
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2014, 147 : 544 - 554
  • [43] Performance Assessment of Construction Companies Integrating Key Performance Indicators and Data Envelopment Analysis
    Horta, Isabel M.
    Camanho, Ana S.
    Da Costa, Jorge Moreira
    [J]. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, 2010, 136 (05): : 581 - 594
  • [44] Measuring air routes performance using a fractional network data envelopment analysis model
    Ming-Miin Yu
    Po-Chi Chen
    [J]. Central European Journal of Operations Research, 2011, 19 : 81 - 98
  • [45] Measuring air routes performance using a fractional network data envelopment analysis model
    Yu, Ming-Miin
    Chen, Po-Chi
    [J]. CENTRAL EUROPEAN JOURNAL OF OPERATIONS RESEARCH, 2011, 19 (01) : 81 - 98
  • [46] Innovation performance evaluation for high-tech companies using a dynamic network data envelopment analysis approach
    Yu, Anyu
    Shi, Yu
    You, Jianxin
    Zhu, Joe
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021, 292 (01) : 199 - 212
  • [47] Application of Data Envelopment Analysis in Supply Chain Performance Measurement
    Bai Shizhen
    Liu Xin
    [J]. ICPOM2008: PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE OF PRODUCTION AND OPERATION MANAGEMENT, VOLUMES 1-3, 2008, : 241 - 244
  • [48] Performance measurement of hedge funds using data envelopment analysis
    Eling M.
    [J]. Financial Markets and Portfolio Management, 2006, 20 (4): : 442 - 471
  • [49] Using Data Envelopment Analysis to benchmark logistic performance in Belgian manufacturing companies
    Van Volsem, Sofie
    Van Landeghem, Hendrik
    [J]. CIE: 2009 INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2009, : 431 - 436
  • [50] COMPANIES FINANCIAL PERFORMANCE DETERMANITATION APPLYING THE DATA ENVELOPMENT ANALYSIS (DEA) METHOD
    Dluhosova, Dana
    Zmeskal, Zdenek
    [J]. METAL 2013: 22ND INTERNATIONAL CONFERENCE ON METALLURGY AND MATERIALS, 2013, : 1860 - 1866