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Energy Utilization Evaluation of Carbon Performance in Public Projects by FAHP and Cloud Model

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  • Lin Li

    (School of Business, Hunan University, Changsha 410082, China
    These authors contributed equally to this work.)

  • Fangfang Fan

    (School of Business, Hunan University, Changsha 410082, China
    These authors contributed equally to this work.)

  • Li Ma

    (School of Business, Hunan University, Changsha 410082, China)

  • Ziran Tang

    (School of Business, Hunan University, Changsha 410082, China)

Abstract

With the low-carbon economy advocated all over the world, how to use energy reasonably and efficiently in public projects has become a major issue. It has brought many open questions, including which method is more reasonable in evaluating the energy utilization of carbon performance in public projects when the evaluation information is fuzzy; whether an indicator system can be constructed; and which indicators have more impact on carbon performance. This article aims to solve these problems. We propose a new carbon performance evaluation system for energy utilization based on project processes (design, construction, and operation). Fuzzy Analytic Hierarchy Process (FAHP) is used to accumulate the indicator weights and cloud model is incorporated when the indicator value is fuzzy. Finally, we apply our indicator system to a case study of the Xiangjiang River project in China, which demonstrates the applicability and efficiency of our method.

Suggested Citation

  • Lin Li & Fangfang Fan & Li Ma & Ziran Tang, 2016. "Energy Utilization Evaluation of Carbon Performance in Public Projects by FAHP and Cloud Model," Sustainability, MDPI, vol. 8(7), pages 1-18, July.
    • Handle: RePEc:gam:jsusta:v:8:y:2016:i:7:p:630-:d:73449
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    References listed on IDEAS

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    1. Jian-qiang Wang & Juan-juan Peng & Hong-yu Zhang & Tao Liu & Xiao-hong Chen, 2015. "An Uncertain Linguistic Multi-criteria Group Decision-Making Method Based on a Cloud Model," Group Decision and Negotiation, Springer, vol. 24(1), pages 171-192, January.
    2. James Cust, 2009. "Using intermediate indicators: lessons for climate policy," Climate Policy, Taylor & Francis Journals, vol. 9(5), pages 450-463, September.
    3. Krishnendu Shaw & Ravi Shankar & Surendra S. Yadav & Lakshman S. Thakur, 2013. "Global supplier selection considering sustainability and carbon footprint issue: AHP multi-objective fuzzy linear programming approach," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 17(2), pages 215-247.
    4. John Yeung & Albert Chan & Daniel Chan & Leong Kwan Li, 2007. "Development of a partnering performance index (PPI) for construction projects in Hong Kong: a Delphi study," Construction Management and Economics, Taylor & Francis Journals, vol. 25(12), pages 1219-1237.
    5. Anirut Pipatprapa & Hsiang-Hsi Huang & Ching-Hsu Huang, 2016. "A Novel Environmental Performance Evaluation of Thailand’s Food Industry Using Structural Equation Modeling and Fuzzy Analytic Hierarchy Techniques," Sustainability, MDPI, vol. 8(3), pages 1-16, March.
    6. Green, Rodney H. & Doyle, John R. & Cook, Wade D., 1996. "Preference voting and project ranking using DEA and cross-evaluation," European Journal of Operational Research, Elsevier, vol. 90(3), pages 461-472, May.
    7. Andrew K Jorgenson & Brett Clark, 2013. "The Relationship between National-Level Carbon Dioxide Emissions and Population Size: An Assessment of Regional and Temporal Variation, 1960–2005," PLOS ONE, Public Library of Science, vol. 8(2), pages 1-8, February.
    8. Surawut Chomaitong & Ranjith Perera, 2014. "Adoption of the low carbon society policy in locally-governed urban areas: experience from Thai municipalities," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 19(8), pages 1255-1275, December.
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    Cited by:

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