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Efficiency assessment of the hydro-power plants in Turkey by using Data Envelopment Analysis

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  • Sözen, Adnan
  • Alp, İhsan
  • Kilinc, Cuma

Abstract

In this study, the efficiency analyses of ten hydro-power plants (HPP) used for electricity generation were conducted through Data Envelopment Analysis (DEA) and window analysis (WA). Two efficiency indexes, based on production and energy unit cost performance were defined and pursued. In the calculation of operational performance, the main production factors were used as inputs, and net production was used as the output (Model 1). On the other hand, in the calculation of energy costs, the cost of generating a unit energy in terms of TL (Turkish Liras), were used as the output (Model 2). Data Envelopment Analysis (DEA) is the main instrument for measurement of relative performances of decision making units with multiple inputs and outputs. Constant returns to scale (CRS or CCR) and variable returns to scale (VRS or BCC) type DEA models were used in the analyses for this study. The relationship between efficiency scores and input/output factors was also investigated. Employing the obtained results, the hydro-power plants were evaluated with respect to both the cost of energy generation and the net production. The inputs of HPPs are not serially independent, such as the water collection at the dam reservoir through consecutive years. Thus, changes in performance relative to preceding or following years were also investigated by window analysis.

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  • Sözen, Adnan & Alp, İhsan & Kilinc, Cuma, 2012. "Efficiency assessment of the hydro-power plants in Turkey by using Data Envelopment Analysis," Renewable Energy, Elsevier, vol. 46(C), pages 192-202.
    • Handle: RePEc:eee:renene:v:46:y:2012:i:c:p:192-202
    DOI: 10.1016/j.renene.2012.03.021
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    1. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    2. Cook, Wade D. & Seiford, Larry M., 2009. "Data envelopment analysis (DEA) - Thirty years on," European Journal of Operational Research, Elsevier, vol. 192(1), pages 1-17, January.
    3. Sözen, Adnan & Alp, Ihsan, 2009. "Comparison of Turkey's performance of greenhouse gas emissions and local/regional pollutants with EU countries," Energy Policy, Elsevier, vol. 37(12), pages 5007-5018, December.
    4. Emrouznejad, Ali & Parker, Barnett R. & Tavares, Gabriel, 2008. "Evaluation of research in efficiency and productivity: A survey and analysis of the first 30 years of scholarly literature in DEA," Socio-Economic Planning Sciences, Elsevier, vol. 42(3), pages 151-157, September.
    5. Sözen, Adnan & Alp, Ihsan & Özdemir, Adnan, 2010. "Assessment of operational and environmental performance of the thermal power plants in Turkey by using data envelopment analysis," Energy Policy, Elsevier, vol. 38(10), pages 6194-6203, October.
    6. Kaygusuz, Kamil, 2002. "Renewable and sustainable energy use in Turkey: a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 6(4), pages 339-366, August.
    7. Honma, Satoshi & Hu, Jin-Li, 2008. "Total-factor energy efficiency of regions in Japan," Energy Policy, Elsevier, vol. 36(2), pages 821-833, February.
    8. Zhou, P. & Ang, B.W. & Poh, K.L., 2008. "A survey of data envelopment analysis in energy and environmental studies," European Journal of Operational Research, Elsevier, vol. 189(1), pages 1-18, August.
    9. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    10. Lozano, Sebastián & Gutiérrez, Ester, 2008. "Non-parametric frontier approach to modelling the relationships among population, GDP, energy consumption and CO2 emissions," Ecological Economics, Elsevier, vol. 66(4), pages 687-699, July.
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