Distributed Model Predictive Controller For Thermal Energy Management System of Battery Electric Vehicles
Paper in proceeding, 2023
This paper proposes a distributed model predictive controller (DMPC) that utilizes the alternating direction method of multipliers for the thermal energy management system of a battery electric vehicle. The system comprises a heating, ventilation, and air conditioning unit along with a heat pump. Comparison of the optimal results from a centralized model predictive controller (MPC) and DMPC with those obtained through a rule-based strategy indicate that both the centralized MPC and DMPC deliver energy savings of 9.85 % and 2.21 %, respectively.
Author
Prashant Lokur
Chalmers, Electrical Engineering, Systems and control
Nikolce Murgovski
Chalmers, Electrical Engineering, Systems and control
Kristian Nicklasson
China-Euro Vehicle Technology (CEVT) AB
Proceedings of the IEEE Conference on Decision and Control
07431546 (ISSN) 25762370 (eISSN)
8363-83689798350301243 (ISBN)
62nd IEEE Conference on Decision and Control, CDC 2023
Singapore, Singapore,
Singapore, Singapore,
Subject Categories (SSIF 2011)
Energy Engineering
Control Engineering
Other Electrical Engineering, Electronic Engineering, Information Engineering
DOI
10.1109/CDC49753.2023.10384273