Nguyen, Hoai Son and Yasuo, Tan (2018) Simulation-based Short-term Model Predictive Control for HVAC Systems of Residential Houses. VNU Journal of Computer Science and Communication Engineering . ISSN 0866-8612 (In Press)
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Abstract
In this paper, we propose a simple model predictive control (MPC) scheme for Heating, ventilation, and air conditioning (HVAC) systems in residential houses. Our control scheme utilizes fitted thermal simulation to achieve precise prediction of room temperature and energy consumption in each prediction period. The set points of HVAC systems are selected to minimize the amount of energy consumption while maintaining room temperature within a desirable range to satisfy user comfort. Our control system is simple enough to implement in residential houses and is more efficient comparing with rule-based control methods.
| Item Type: | Article |
|---|---|
| Subjects: | Information Technology (IT) |
| Divisions: | Faculty of Information Technology (FIT) |
| Depositing User: | Hoai Son Nguyen |
| Date Deposited: | 03 Jun 2019 03:52 |
| Last Modified: | 03 Jun 2019 03:52 |
| URI: | http://eprints.uet.vnu.edu.vn/eprints/id/eprint/3446 |
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- Simulation-based Short-term Model Predictive Control for HVAC Systems of Residential Houses. (deposited 03 Jun 2019 03:52) [Currently Displayed]
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