DISTRIBUTED MODEL PREDICTIVE CONTROLLER FOR THERMAL ENERGY MANAGEMENT SYSTEM OF BATTERY ELECTRIC VEHICLES

被引:0
作者
Lokur, Prashant [1 ,2 ]
Murgovski, Nikolce [1 ]
Nicklasson, Kristian [2 ]
机构
[1] Chalmers Univ Technol, Dept Elect Engn, S-41296 Gothenburg, Sweden
[2] China Euro Vehicle Technol AB, Dept Thermal Energy Management, S-41755 Gothenburg, Sweden
来源
2023 62ND IEEE CONFERENCE ON DECISION AND CONTROL, CDC | 2023年
关键词
CLIMATE; STRATEGIES; RANGE;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:8363 / 8368
页数:6
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