Distributed Model Predictive Controller For Thermal Energy Management System of Battery Electric Vehicles
Paper i 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.

Författare

Prashant Lokur

Chalmers, Elektroteknik, System- och reglerteknik

Nikolce Murgovski

Chalmers, Elektroteknik, System- och reglerteknik

Kristian Nicklasson

China-Euro Vehicle Technology (CEVT) AB

Proceedings of the IEEE Conference on Decision and Control

07431546 (ISSN) 25762370 (eISSN)

8363-8368
9798350301243 (ISBN)

62nd IEEE Conference on Decision and Control, CDC 2023
Singapore, Singapore,

Ämneskategorier

Energiteknik

Reglerteknik

Annan elektroteknik och elektronik

DOI

10.1109/CDC49753.2023.10384273

Mer information

Senast uppdaterat

2024-03-28