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Simple statistical model for complex probabilistic climate projections: Overheating risk and extreme events

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  • Patidar, Sandhya
  • Jenkins, David
  • Banfill, Phil
  • Gibson, Gavin

Abstract

Climate change could substantially impact the performance of the buildings in providing thermal comfort to occupants. Recently launched UK climate projections (UKCP09), clearly indicate that all areas of the UK will get warmer in future with the possibility of more frequent and severe extreme events, such as heat waves. This study, as part of the Low Carbon Futures (LCF) Project, explores the consequent risk of overheating and the vulnerability of a building to extreme events. A simple statistical model proposed by the LCF project elsewhere has been employed to emulate the outputs of the dynamic building simulator (ESP-r) which cannot feasibly be used itself with thousands of available probabilistic climate database. Impact of climate change on the daily external and internal temperature profiles has been illustrated by means of 3D plots over the entire overheating period (May–October) and over 3000 equally probable future climates. Frequency of extreme heat events in changing climate and its impact on overheating issues for a virtual case study domestic house has been analyzed. Results are presented relative to a baseline climate (1961–1990) for three future timelines (2030s, 2050s, and 2080s) and three emission scenarios (Low, Medium, and High).

Suggested Citation

  • Patidar, Sandhya & Jenkins, David & Banfill, Phil & Gibson, Gavin, 2014. "Simple statistical model for complex probabilistic climate projections: Overheating risk and extreme events," Renewable Energy, Elsevier, vol. 61(C), pages 23-28.
    • Handle: RePEc:eee:renene:v:61:y:2014:i:c:p:23-28
    DOI: 10.1016/j.renene.2012.04.027
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    1. Peacock, A.D. & Jenkins, D.P. & Kane, D., 2010. "Investigating the potential of overheating in UK dwellings as a consequence of extant climate change," Energy Policy, Elsevier, vol. 38(7), pages 3277-3288, July.
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    1. Anna Eknes Stagrum & Erlend Andenæs & Tore Kvande & Jardar Lohne, 2020. "Climate Change Adaptation Measures for Buildings—A Scoping Review," Sustainability, MDPI, vol. 12(5), pages 1-18, February.
    2. Dino, Ipek Gürsel & Meral Akgül, Cagla, 2019. "Impact of climate change on the existing residential building stock in Turkey: An analysis on energy use, greenhouse gas emissions and occupant comfort," Renewable Energy, Elsevier, vol. 141(C), pages 828-846.

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