Abstract
To accommodate the development of Internet of Things (IoT) technology and the increasing demand for automatic control in district heating systems, efficient modeling of building thermal processes is imperative. This study aims to establish a low-dimensional and physically interpretable thermal process model for residential buildings in severe cold regions, facilitating the design of simplified control systems. Based on the lumped parameter method and heat balance principles, an 8th-order state-space model is developed to characterize the building thermal dynamics. The two-time scale decoupling of this model is achieved using the regular perturbation method, decomposing it into a fast subsystem representing the indoor air thermal response and a slow subsystem representing the building envelope thermal response. Both the original and decoupled models are validated against measured data, with the error of 3.24%. During the decoupling process, the time-scale separation criterion is revised, and a new criterion: f1 < 10−1 and f2 < 10−6 is proposed specifically for buildings with heavyweight masonry external envelopes. Future work will further investigate time-scale separation criteria for other building types and lay the theoretical foundation for designing control systems based on the decoupled two-time-scale model.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 12th International Conference on Cold Climate HVAC and Energy (Volume 2) - CCHVAC 2025 |
| Editors | Long Ni, Peng Wang, Jiqin Li, Yongxin Liu |
| Publisher | Springer Science and Business Media Deutschland GmbH |
| Pages | 231-238 |
| Number of pages | 8 |
| ISBN (Print) | 9789819532520 |
| DOIs | |
| State | Published - 2025 |
| Externally published | Yes |
| Event | 12th International Conference on Cold Climate HVAC and Energy, CCHVAC 2025 - Harbin, China Duration: 6 Aug 2025 → 8 Aug 2025 |
Publication series
| Name | Environmental Science and Engineering |
|---|---|
| ISSN (Print) | 1863-5520 |
| ISSN (Electronic) | 1863-5539 |
Conference
| Conference | 12th International Conference on Cold Climate HVAC and Energy, CCHVAC 2025 |
|---|---|
| Country/Territory | China |
| City | Harbin |
| Period | 6/08/25 → 8/08/25 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- District heating system
- Regular perturbation theory
- Time-scale decoupling
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