Journal of Building Performance Simulation, Volume 15, Issue 6 (2022)

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Journal of Building Performance Simulation, Volume 15, Issue 6 (2022)

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Articles

Article
Enhanced LSTM-based community energy consumption prediction model leveraging shared building cluster datasets
Jeongyeop Baek, Hansaem Park & Seongju Chang
Pages: 717-734
Published online: 04 Aug 2022
AbstractforEnhanced LSTM-based community energy consumption prediction model leveraging shared building cluster datasets | Full Text | References | PDF (4 MB) | EPUB
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Article
Development of a bottom-up white-box building stock energy model for single-family dwellings
Adam Neale, Michaël Kummert & Michel Bernier
Pages: 735-756
Published online: 04 Aug 2022
AbstractforDevelopment of a bottom-up white-box building stock energy model for single-family dwellings | Full Text | References | PDF (4 MB) | EPUB
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Article
Validated open-source Modelica model of direct evaporative cooler with minimal inputs
Saranya Anbarasu, Wangda Zuo, Yangyang Fu, Yash Shukla & Rajan Rawal
Pages: 757-770
Published online: 04 Aug 2022
AbstractforValidated open-source Modelica model of direct evaporative cooler with minimal inputs | Full Text | References | PDF (3.2 MB) | EPUB
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Article
Modelling and mitigating lifetime impact of building demand responsive control of heating, ventilation and air-conditioning systems
Jerson Sanchez, Zhimin Jiang & Jie Cai
Pages: 771-787
Published online: 04 Aug 2022
AbstractforModelling and mitigating lifetime impact of building demand responsive control of heating, ventilation and air-conditioning systems | Full Text | References | PDF (4.1 MB) | EPUB
  • 193 Views
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Article
An efficient approach for thermal design of masonry walls using design charts and R-value multipliers
Maysoun Ismaiel, Lindsey Westover & Yuxiang Chen
Pages: 788-808
Published online: 04 Aug 2022
AbstractforAn efficient approach for thermal design of masonry walls using design charts and R-value multipliers | Full Text | References | PDF (4.3 MB) | EPUB
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Article
Trade-off decisions in a novel deep reinforcement learning for energy savings in HVAC systems
Suroor M. Dawood, Alireza Hatami & Raad Z. Homod
Pages: 809-831
Published online: 04 Aug 2022
AbstractforTrade-off decisions in a novel deep reinforcement learning for energy savings in HVAC systems | Full Text | References | PDF (7.3 MB) | EPUB
  • 348 Views
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Article
Rule reduction for control of a building cooling system using explainable AI
Seongkwon Cho & Cheol Soo Park
Pages: 832-847
Published online: 04 Aug 2022
AbstractforRule reduction for control of a building cooling system using explainable AI | Full Text | References | PDF (3.7 MB) | EPUB
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Article
Achieving realtime daylight factor computation for modular buildings in generative design
Xavier Marsault
Pages: 848-865
Published online: 04 Aug 2022
AbstractforAchieving realtime daylight factor computation for modular buildings in generative design | Full Text | References | PDF (2.3 MB) | EPUB
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