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
Energy Engineering
Control Engineering
Other Electrical Engineering, Electronic Engineering, Information Engineering
DOI
10.1109/CDC49753.2023.10384273