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Drivers of energy consumption in Kuwaiti buildings: Insights from a hybrid statistical and building performance simulation approach

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  • Azar, Elie
  • Alaifan, Bader
  • Lin, Min
  • Trepci, Esra
  • El Asmar, Mounir

Abstract

Understanding and quantifying the drivers of energy consumption in buildings is an essential step to identify inefficiencies and guide energy conservation efforts and policies. While such efforts are common in western countries, they remain limited in the Middle East and North Africa (MENA) region, particularly in the State of Kuwait. This article presents the first systematic assessment of the drivers of energy consumption in Kuwaiti commercial and residential buildings. It presents a unique hybrid study approach combining data collected from 463 buildings with Building Performance Simulation (BPS) developed and validated to mimic the performance of archetype (i.e., typical) Kuwaiti buildings. Results identify the built-up area and the thermostat cooling setpoints as the main determinants of electric consumption, quantifying the exact relationships between these variables. For instance, a simple 2 °C increase in the thermostat cooling setpoint can lead to a more than 10% reduction in total energy use. Other parameters that are typically known to affect building performance, such as the type of Air Conditioning (AC) systems installed, did not show statistically significant effects. The findings helped derive important recommendations for the Kuwaiti authorities, covering the educational, technological, and policy-related dimensions of the challenges facing the building sector.

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  • Azar, Elie & Alaifan, Bader & Lin, Min & Trepci, Esra & El Asmar, Mounir, 2021. "Drivers of energy consumption in Kuwaiti buildings: Insights from a hybrid statistical and building performance simulation approach," Energy Policy, Elsevier, vol. 150(C).
    • Handle: RePEc:eee:enepol:v:150:y:2021:i:c:s0301421521000239
    DOI: 10.1016/j.enpol.2021.112154
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    1. Krarti, Moncef, 2015. "Evaluation of large scale building energy efficiency retrofit program in Kuwait," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 1069-1080.
    2. Lopes, M.A.R. & Antunes, C.H. & Martins, N., 2012. "Energy behaviours as promoters of energy efficiency: A 21st century review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 4095-4104.
    3. Wood, Michael & Alsayegh, Osamah A., 2014. "Impact of oil prices, economic diversification policies and energy conservation programs on the electricity and water demands in Kuwait," Energy Policy, Elsevier, vol. 66(C), pages 144-156.
    4. Afshin Afshari & Christina Nikolopoulou & Miguel Martin, 2014. "Life-Cycle Analysis of Building Retrofits at the Urban Scale—A Case Study in United Arab Emirates," Sustainability, MDPI, vol. 6(1), pages 1-21, January.
    5. Alasseri, Rajeev & Tripathi, Ashish & Joji Rao, T. & Sreekanth, K.J., 2017. "A review on implementation strategies for demand side management (DSM) in Kuwait through incentive-based demand response programs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 77(C), pages 617-635.
    6. Attia, Shady & Evrard, Arnaud & Gratia, Elisabeth, 2012. "Development of benchmark models for the Egyptian residential buildings sector," Applied Energy, Elsevier, vol. 94(C), pages 270-284.
    7. Alotaibi, Sorour, 2011. "Energy consumption in Kuwait: Prospects and future approaches," Energy Policy, Elsevier, vol. 39(2), pages 637-643, February.
    8. Azar, Elie & Menassa, Carol C., 2014. "A comprehensive framework to quantify energy savings potential from improved operations of commercial building stocks," Energy Policy, Elsevier, vol. 67(C), pages 459-472.
    9. Li, Xinyi & Yao, Runming & Li, Qin & Ding, Yong & Li, Baizhan, 2018. "An object-oriented energy benchmark for the evaluation of the office building stock," Utilities Policy, Elsevier, vol. 51(C), pages 1-11.
    10. Grimm, Veronika & Kretschmer, Sandra & Mehl, Simon, 2020. "Green innovations: The organizational setup of pilot projects and its influence on consumer perceptions," Energy Policy, Elsevier, vol. 142(C).
    11. Kabalci, Yasin, 2016. "A survey on smart metering and smart grid communication," Renewable and Sustainable Energy Reviews, Elsevier, vol. 57(C), pages 302-318.
    12. Li, Cheng & Hong, Tianzhen & Yan, Da, 2014. "An insight into actual energy use and its drivers in high-performance buildings," Applied Energy, Elsevier, vol. 131(C), pages 394-410.
    13. Wang, Jiangjiang & Zhai, Zhiqiang (John) & Jing, Youyin & Zhang, Xutao & Zhang, Chunfa, 2011. "Sensitivity analysis of optimal model on building cooling heating and power system," Applied Energy, Elsevier, vol. 88(12), pages 5143-5152.
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    2. Radwan A. Almasri & Nidal H. Abu-Hamdeh & Abdullah Alajlan & Yazeed Alresheedi, 2022. "Utilizing a Domestic Water Tank to Make the Air Conditioning System in Residential Buildings More Sustainable in Hot Regions," Sustainability, MDPI, vol. 14(22), pages 1-19, November.
    3. Wei Wu & Binxia Xue & Yan Song & Xujie Gong & Tao Ma, 2023. "Investigating the Impacts of Urban Built Environment on Travel Energy Consumption: A Case Study of Ningbo, China," Land, MDPI, vol. 12(1), pages 1-19, January.
    4. Hala Sanboskani & Mounir El Asmar & Elie Azar, 2022. "Green Building Contractors 2025: Analyzing and Forecasting Green Building Contractors’ Market Trends in the US," Sustainability, MDPI, vol. 14(14), pages 1-23, July.

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