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Ranking PCMs for building façade applications using multi-criteria decision-making tools combined with energy simulations

Author

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  • Mukhamet, Tileuzhan
  • Kobeyev, Sultan
  • Nadeem, Abid
  • Memon, Shazim Ali

Abstract

The use of phase change materials (PCMs) in building envelopes has a potential to improve the energy performance of buildings. Even though Multi-Criteria Decision-Making (MCDM) tools have been widely applied to rank PCMs for various applications, the following issues still need more elaboration: a) How to account for the climate-related factors in the ranking of PCMs? b) How can the environmental footprint and chemical properties of various PCMs be considered in the ranking of PCMs? Therefore, this study presents a methodology for ranking phase change materials based on the AHP–TOPSIS and Fuzzy AHP–Modified Fuzzy TOPSIS methods combined with building energy simulations. Thermophysical (thermal conductivity, latent heat of fusion, phase change temperature, specific heat, density, cycling stability, supercooling), economic (initial cost), chemical (toxicity, flammability, corrosiveness), and environmental (recyclability, embodied energy) criteria were considered. The application of the methodology was demonstrated for eight cities of the tropical savanna climate zone. A comparative analysis was conducted, and the rankings obtained utilizing AHP–TOPSIS and Fuzzy AHP–Modified Fuzzy TOPSIS methods were found to be concordant. A sensitivity analysis indicated that the ranking developed by the proposed methodology has considerable robustness to alteration of weightings of criteria.

Suggested Citation

  • Mukhamet, Tileuzhan & Kobeyev, Sultan & Nadeem, Abid & Memon, Shazim Ali, 2021. "Ranking PCMs for building façade applications using multi-criteria decision-making tools combined with energy simulations," Energy, Elsevier, vol. 215(PB).
    • Handle: RePEc:eee:energy:v:215:y:2021:i:pb:s036054422032209x
    DOI: 10.1016/j.energy.2020.119102
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    as
    1. Ren, Miao & Liu, Yushi & Gao, Xiaojian, 2020. "Incorporation of phase change material and carbon nanofibers into lightweight aggregate concrete for thermal energy regulation in buildings," Energy, Elsevier, vol. 197(C).
    2. Pan, Dongmei & Chan, Mingyin & Deng, Shiming & Lin, Zhongping, 2012. "The effects of external wall insulation thickness on annual cooling and heating energy uses under different climates," Applied Energy, Elsevier, vol. 97(C), pages 313-318.
    3. Zahir, Md. Hasan & Mohamed, Shamseldin A. & Saidur, R. & Al-Sulaiman, Fahad A., 2019. "Supercooling of phase-change materials and the techniques used to mitigate the phenomenon," Applied Energy, Elsevier, vol. 240(C), pages 793-817.
    4. Saffari, Mohammad & de Gracia, Alvaro & Fernández, Cèsar & Cabeza, Luisa F., 2017. "Simulation-based optimization of PCM melting temperature to improve the energy performance in buildings," Applied Energy, Elsevier, vol. 202(C), pages 420-434.
    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. Hyojoo Son & Changwan Kim & Wai Kiong Chong & Jui‐Sheng Chou, 2011. "Implementing sustainable development in the construction industry: constructors' perspectives in the US and Korea," Sustainable Development, John Wiley & Sons, Ltd., vol. 19(5), pages 337-347, September.
    7. Memon, Shazim Ali, 2014. "Phase change materials integrated in building walls: A state of the art review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 870-906.
    8. Zhou, D. & Zhao, C.Y. & Tian, Y., 2012. "Review on thermal energy storage with phase change materials (PCMs) in building applications," Applied Energy, Elsevier, vol. 92(C), pages 593-605.
    9. Cao, Vinh Duy & Bui, Tri Quang & Kjøniksen, Anna-Lena, 2019. "Thermal analysis of multi-layer walls containing geopolymer concrete and phase change materials for building applications," Energy, Elsevier, vol. 186(C).
    10. Vargas-López, R. & Xamán, J. & Hernández-Pérez, I. & Arce, J. & Zavala-Guillén, I. & Jiménez, M.J. & Heras, M.R., 2019. "Mathematical models of solar chimneys with a phase change material for ventilation of buildings: A review using global energy balance," Energy, Elsevier, vol. 170(C), pages 683-708.
    11. Kuznik, Frédéric & Virgone, Joseph, 2009. "Experimental assessment of a phase change material for wall building use," Applied Energy, Elsevier, vol. 86(10), pages 2038-2046, October.
    12. Lei, Jiawei & Yang, Jinglei & Yang, En-Hua, 2016. "Energy performance of building envelopes integrated with phase change materials for cooling load reduction in tropical Singapore," Applied Energy, Elsevier, vol. 162(C), pages 207-217.
    13. Saafi, Khawla & Daouas, Naouel, 2019. "Energy and cost efficiency of phase change materials integrated in building envelopes under Tunisia Mediterranean climate," Energy, Elsevier, vol. 187(C).
    14. Yang, Kun & Zhu, Neng & Chang, Chen & Wang, Daquan & Yang, Shan & Ma, Shengming, 2018. "A methodological concept for phase change material selection based on multi-criteria decision making (MCDM): A case study," Energy, Elsevier, vol. 165(PB), pages 1085-1096.
    15. Liu, Yan & Wang, Mengyuan & Cui, Hongzhi & Yang, Liu & Liu, Jiaping, 2020. "Micro-/macro-level optimization of phase change material panel in building envelope," Energy, Elsevier, vol. 195(C).
    16. Bimaganbetova, Madina & Memon, Shazim Ali & Sheriyev, Almas, 2020. "Performance evaluation of phase change materials suitable for cities representing the whole tropical savanna climate region," Renewable Energy, Elsevier, vol. 148(C), pages 402-416.
    17. Li, Han & Li, Jinchao & Kong, Xiangfei & Long, Hao & Yang, Hua & Yao, Chengqiang, 2020. "A novel solar thermal system combining with active phase-change material heat storage wall (STS-APHSW): Dynamic model, validation and thermal performance," Energy, Elsevier, vol. 201(C).
    18. Zhou, Yuekuan & Zheng, Siqian & Liu, Zhengxuan & Wen, Tao & Ding, Zhixiong & Yan, Jun & Zhang, Guoqiang, 2020. "Passive and active phase change materials integrated building energy systems with advanced machine-learning based climate-adaptive designs, intelligent operations, uncertainty-based analysis and optim," Renewable and Sustainable Energy Reviews, Elsevier, vol. 130(C).
    19. Zhou, Yuekuan & Zheng, Siqian, 2020. "Multi-level uncertainty optimisation on phase change materials integrated renewable systems with hybrid ventilations and active cooling," Energy, Elsevier, vol. 202(C).
    20. Safari, A. & Saidur, R. & Sulaiman, F.A. & Xu, Yan & Dong, Joe, 2017. "A review on supercooling of Phase Change Materials in thermal energy storage systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 905-919.
    21. Denis Sidorov & Fang Liu & Yonghui Sun, 2020. "Machine Learning for Energy Systems," Energies, MDPI, vol. 13(18), pages 1-6, September.
    22. Al-Shannaq, Refat & Kurdi, Jamal & Al-Muhtaseb, Shaheen & Dickinson, Michelle & Farid, Mohammed, 2015. "Supercooling elimination of phase change materials (PCMs) microcapsules," Energy, Elsevier, vol. 87(C), pages 654-662.
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