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Comprehensive evaluation of coal-fired power plants based on grey relational analysis and analytic hierarchy process

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  • Xu, Gang
  • Yang, Yong-ping
  • Lu, Shi-yuan
  • Li, Le
  • Song, Xiaona

Abstract

In China, coal-fired power plants are the main supplier of electricity, as well as the largest consumer of coal and water resources and the biggest emitter of SOx, NOx, and greenhouse gases (GHGs). Therefore, it is important to establish a scientific, reasonable, and feasible comprehensive evaluation system for coal-fired power plants to guide them in achieving multi-optimisation of their thermal, environmental, and economic performance. This paper proposes a novel comprehensive evaluation method, which is based on a combination of the grey relational analysis (GRA) and the analytic hierarchy process (AHP), to assess the multi-objective performance of power plants. Unlike the traditional evaluation method that uses coal consumption as a basic indicator, the proposed evaluation method also takes water consumption and pollutant emissions as indicators. On the basis of the proposed evaluation method, a case study on typical 600Â MW coal-fired power plants is carried out to determine the relevancy rules among factors including the coal consumption, water consumption, pollutant, and GHG emissions of power plants. This research offers new ideas and methods for the comprehensive performance evaluation of complex energy utilisation systems, and is beneficial to the synthesised consideration of resources, economy, and environment factors in system optimising and policy making.

Suggested Citation

  • Xu, Gang & Yang, Yong-ping & Lu, Shi-yuan & Li, Le & Song, Xiaona, 2011. "Comprehensive evaluation of coal-fired power plants based on grey relational analysis and analytic hierarchy process," Energy Policy, Elsevier, vol. 39(5), pages 2343-2351, May.
  • Handle: RePEc:eee:enepol:v:39:y:2011:i:5:p:2343-2351
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    1. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Sensitivity analysis of technological, economic and sustainability evaluation of power plants using the analytic hierarchy process," Energy Policy, Elsevier, vol. 37(3), pages 788-798, March.
    2. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhang, Xu-Tao & Shi, Guo-Hua, 2008. "Integrated evaluation of distributed triple-generation systems using improved grey incidence approach," Energy, Elsevier, vol. 33(9), pages 1427-1437.
    3. Yuan, Chaoqing & Liu, Sifeng & Fang, Zhigeng & Xie, Naiming, 2010. "The relation between Chinese economic development and energy consumption in the different periods," Energy Policy, Elsevier, vol. 38(9), pages 5189-5198, September.
    4. Vaidya, Omkarprasad S. & Kumar, Sushil, 2006. "Analytic hierarchy process: An overview of applications," European Journal of Operational Research, Elsevier, vol. 169(1), pages 1-29, February.
    5. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
    6. Lee, Deok Joo & Hwang, Jooho, 2010. "Decision support for selecting exportable nuclear technology using the analytic hierarchy process: A Korean case," Energy Policy, Elsevier, vol. 38(1), pages 161-167, January.
    7. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2007. "Objective and subjective evaluation of power plants and their non-radioactive emissions using the analytic hierarchy process," Energy Policy, Elsevier, vol. 35(8), pages 4027-4038, August.
    8. Lin, Sue J. & Lu, I.J. & Lewis, Charles, 2007. "Grey relation performance correlations among economics, energy use and carbon dioxide emission in Taiwan," Energy Policy, Elsevier, vol. 35(3), pages 1948-1955, March.
    9. Kim, Sang-Hoon, 2007. "Evaluation of negative environmental impacts of electricity generation: Neoclassical and institutional approaches," Energy Policy, Elsevier, vol. 35(1), pages 413-423, January.
    10. Lu, I.J. & Lin, Sue J. & Lewis, Charles, 2008. "Grey relation analysis of motor vehicular energy consumption in Taiwan," Energy Policy, Elsevier, vol. 36(7), pages 2556-2561, July.
    11. Greening, Lorna A. & Bernow, Steve, 2004. "Design of coordinated energy and environmental policies: use of multi-criteria decision-making," Energy Policy, Elsevier, vol. 32(6), pages 721-735, April.
    12. Chatzimouratidis, Athanasios I. & Pilavachi, Petros A., 2009. "Technological, economic and sustainability evaluation of power plants using the Analytic Hierarchy Process," Energy Policy, Elsevier, vol. 37(3), pages 778-787, March.
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