Saad A. Abobakr, Waselul H. Sadid and Guchuan Zhu
Article (2018)
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Accepted Version Terms of Use: All rights reserved. Download (784kB) |
Cite this document: | Abobakr, S. A., Sadid, W. H. & Zhu, G. (2018). Game-theoretic decentralized model predictive control of thermal appliances in discrete-event systems framework. IEEE Transactions on Industrial Electronics, 65(8), p. 6446-6456. doi:10.1109/tie.2018.2793204 |
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Abstract
This paper presents a decentralized model predictive control (MPC) scheme for thermal appliances coordination control in smart buildings. The general system structure consists of a set of local MPC controllers and a game-theoretic supervisory control constructed in the framework of discrete-event systems (DES). In this hierarchical control scheme, a set of local controllers work independently to maintain the thermal comfort level in different zones, and a centralized supervisory control is used to coordinate the local controllers according to the power capacity and the current performance. Global optimality is ensured by satisfying the Nash equilibrium at the coordination layer. The validity of the proposed method is assessed by a simulation experiment including two case studies. The results show that the developed control scheme can achieve a significant reduction of the peak power consumption while providing an adequate temperature regulation performance if the system is P-observable.
Uncontrolled Keywords
Smart buildings, Thermal appliance control, Model predictive control, Discrete-event systems, Game theory
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Subjects: |
2500 Génie électrique et électronique > 2500 Génie électrique et électronique 2500 Génie électrique et électronique > 2509 Systèmes de contrôle |
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Department: | Département de génie électrique |
Research Center: | Non applicable |
Funders: | CRSNG/NSERC, Ministry of Higher Education of Libya, College of Electronic Technology, Baniwaleed, Libya |
Grant number: | RGPIN-312116- 2013 |
Date Deposited: | 17 Apr 2018 17:22 |
Last Modified: | 24 Oct 2018 16:12 |
PolyPublie URL: | https://publications.polymtl.ca/2993/ |
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Journal Title: | IEEE Transactions on Industrial Electronics (vol. 65, no. 8) |
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Publisher: | IEEE |
Official URL: | https://doi.org/10.1109/tie.2018.2793204 |
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