Haein Cho
Associate Senior Lecturer
Identifying key variables and interactions that explain hydraulic imbalance - Application of regularization-based variable selection methods
Author
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