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Haein Cho

Associate Senior Lecturer

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Identifying key variables and interactions that explain hydraulic imbalance - Application of regularization-based variable selection methods

Author

  • Haein Cho
  • Daniel Cabrera
  • Martin K. Patel

Summary, in English

Heating systems must be subjected to hydraulic balancing in order to ensure proper operation. When the heating system is hydraulically imbalanced, heat is unevenly distributed across dwellings resulting in a large temperature spread, overheating, and consequently, waste of energy. In this study, we investigate the extent to which hydraulic imbalance affects the thermal energy consumption in buildings. Furthermore, key variables and interactions that influence the thermal performance in buildings are identified. Results show that higher variation in indoor temperature lead to higher energy consumption. Compared to new buildings, old buildings that have large boiler capacity and small heated floor area are more likely to be hydraulically imbalanced and to consume more energy.

Publishing year

2019

Language

English

Publication/Series

Journal of Physics: Conference Series

Volume

1343

Issue

1

Document type

Article

Publisher

IOP Publishing

Keywords

  • SDG 7 - Affordable and Clean Energy

Conference name

International Conference on Climate Resilient Cities - Energy Efficiency and Renewables in the Digital Era 2019, CISBAT 2019

Conference date

2019-09-04 - 2019-09-06

Conference place

Lausanne, Switzerland

Status

Published

ISBN/ISSN/Other

  • ISSN: 1742-6588