Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version)
Fuente:
arXiv
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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866916675215949824 |
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| author | Li, Yun Shi, Jicheng Jones, Colin N. Yorke-Smith, Neil Keviczky, Tamas |
| author_facet | Li, Yun Shi, Jicheng Jones, Colin N. Yorke-Smith, Neil Keviczky, Tamas |
| contents | Noise pollution from heat pumps (HPs) has been an emerging concern to their broader adoption, especially in densely populated areas. This paper explores a model predictive control (MPC) approach for building climate control, aimed at minimizing the noise nuisance generated by HPs. By exploiting a piecewise linear approximation of HP noise patterns and assuming linear building thermal dynamics, the proposed design can be generalized to handle various HP acoustic patterns with mixed-integer linear programming (MILP). Additionally, two computationally efficient options for defining the noise cost function in the proposed MPC design are discussed. Numerical experiments on a high-fidelity building simulator are performed to demonstrate the viability and effectiveness of the proposed design. Simulation results show that the proposed approach can effectively reduce the noise pollution caused by HPs with negligible energy cost increase. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_04182 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version) Li, Yun Shi, Jicheng Jones, Colin N. Yorke-Smith, Neil Keviczky, Tamas Systems and Control Noise pollution from heat pumps (HPs) has been an emerging concern to their broader adoption, especially in densely populated areas. This paper explores a model predictive control (MPC) approach for building climate control, aimed at minimizing the noise nuisance generated by HPs. By exploiting a piecewise linear approximation of HP noise patterns and assuming linear building thermal dynamics, the proposed design can be generalized to handle various HP acoustic patterns with mixed-integer linear programming (MILP). Additionally, two computationally efficient options for defining the noise cost function in the proposed MPC design are discussed. Numerical experiments on a high-fidelity building simulator are performed to demonstrate the viability and effectiveness of the proposed design. Simulation results show that the proposed approach can effectively reduce the noise pollution caused by HPs with negligible energy cost increase. |
| title | Model Predictive Building Climate Control for Mitigating Heat Pump Noise Pollution (Extended Version) |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2504.04182 |