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A novel approach to develop climate classification based on degree days and building energy performance

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  • Omarov, Bekarys
  • Memon, Shazim Ali
  • Kim, Jong

Abstract

The degree days (DD) approach is one of the most extensively used methods for building-oriented climate zoning. However, DD only provides a limited view of the influence of climatic conditions in buildings, and when combined with building energy simulation, this limitation is minimized. In this study, a novel approach for the establishment of climate zones was proposed. The introduced climate classification was based on CDD, HDD, and building energy performance. For analysis, 90 cities were selected from 18 climate zones of the world. DD were calculated and compared using hourly data weather files of two different periods of record: 2004–2018 and 2016–2020. Comparative analysis of four different DD calculation methods (ASHRAE, UKMO, Hitchin, Schoenau and Kehrig) was done by evaluating the percentage difference of each approach from the mean daily degree hours method. Next, the patterns of DD and building energy performance were evaluated. Based on the DD and energy consumption patterns, a novel approach to climate classification was presented where the selected cities demonstrated unsystematic DD and energy consumption results. This study concludes that, under the proposed classification, several places belonging to the same climatic zone display consistent DD patterns and building energy performance for an individual building.

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  • Omarov, Bekarys & Memon, Shazim Ali & Kim, Jong, 2023. "A novel approach to develop climate classification based on degree days and building energy performance," Energy, Elsevier, vol. 267(C).
  • Handle: RePEc:eee:energy:v:267:y:2023:i:c:s0360544222034004
    DOI: 10.1016/j.energy.2022.126514
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    1. 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.
    2. Walsh, Angélica & Cóstola, Daniel & Labaki, Lucila Chebel, 2018. "Performance-based validation of climatic zoning for building energy efficiency applications," Applied Energy, Elsevier, vol. 212(C), pages 416-427.
    3. Atalla, Tarek & Gualdi, Silvio & Lanza, Alessandro, 2018. "A global degree days database for energy-related applications," Energy, Elsevier, vol. 143(C), pages 1048-1055.
    4. Kabdrakhmanova, Marzhan & Memon, Shazim Ali & Saurbayeva, Assemgul, 2021. "Implementation of the panel data regression analysis in PCM integrated buildings located in a humid subtropical climate," Energy, Elsevier, vol. 237(C).
    5. Katerina Tsikaloudaki & Kostas Laskos & Dimitrios Bikas, 2011. "On the Establishment of Climatic Zones in Europe with Regard to the Energy Performance of Buildings," Energies, MDPI, vol. 5(1), pages 1-13, December.
    6. Dombaycı, Ö. Altan, 2009. "Degree-days maps of Turkey for various base temperatures," Energy, Elsevier, vol. 34(11), pages 1807-1812.
    7. 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.
    8. El-Shaarawi, M.A.I. & Al-Masri, N., 1996. "Weather data and heating-degree days for Saudi Arabia," Energy, Elsevier, vol. 21(1), pages 39-44.
    9. Burleyson, Casey D. & Voisin, Nathalie & Taylor, Z. Todd & Xie, Yulong & Kraucunas, Ian, 2018. "Simulated building energy demand biases resulting from the use of representative weather stations," Applied Energy, Elsevier, vol. 209(C), pages 516-528.
    10. Hong, Tianzhen & Li, Cheng & Yan, Da, 2015. "Updates to the China Design Standard for Energy Efficiency in public buildings," Energy Policy, Elsevier, vol. 87(C), pages 187-198.
    11. De Rosa, Mattia & Bianco, Vincenzo & Scarpa, Federico & Tagliafico, Luca A., 2014. "Heating and cooling building energy demand evaluation; a simplified model and a modified degree days approach," Applied Energy, Elsevier, vol. 128(C), pages 217-229.
    12. Khuram Pervez Amber & Muhammad Waqar Aslam & Faraz Ikram & Anila Kousar & Hafiz Muhammad Ali & Naveed Akram & Kamran Afzal & Haroon Mushtaq, 2018. "Heating and Cooling Degree-Days Maps of Pakistan," Energies, MDPI, vol. 11(1), pages 1-12, January.
    13. Walsh, Angélica & Cóstola, Daniel & Labaki, Lucila Chebel, 2019. "Validation of the climatic zoning defined by ASHRAE standard 169-2013," Energy Policy, Elsevier, vol. 135(C).
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    Cited by:

    1. Mehmet Bilgili, 2023. "Time series forecasting on cooling degree-days (CDD) using SARIMA model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 118(3), pages 2569-2592, September.

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