Model predictive control of a power-split hybrid electric vehicle system

被引:0
作者
Yu, Kaijiang [1 ]
Mukai, Masakazu [1 ]
Kawabe, Taketoshi [1 ]
机构
[1] Kyushu Univ, Grad Sch Informat Sci & Elect Engn, Fukuoka 8190395, Japan
来源
PROCEEDINGS OF THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 17TH '12) | 2012年
关键词
energy management; hybrid electric vehicle; model predictive control;
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 presents a model predictive control (MPC) approach for the energy management problem of a power-split hybrid electric vehicle (HEV) system. The MPC is suggested to optimally share the road load to the engine and the battery. By analyzing the configuration of the power-split HEV system, we developed a simplified model for better implementation of MPC. The MPC problem is solved using numerical computation method: continuation and generalized minimum residual (C/GMRES) method. The computer simulation results showed that the fuel economy was improved using the MPC approach than the ADVISOR rule based approach over three driving cycles respectively. We conclude that the MPC approach is effective for the application of power-split HEV systems energy management and has the potential for real-time implementation. The simplified modeling method of the power-split HEV system configuration can be applied to other configurations of HEV.
引用
收藏
页码:783 / 786
页数:4
相关论文
共 10 条
[1]   Predictive Energy Management of a Power-Split Hybrid Electric Vehicle [J].
Borhan, H. Ali ;
Vahidi, Ardalan ;
Phillips, Anthony M. ;
Kuang, Ming L. ;
Kolmanovsky, Ilya V. .
2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, :3970-+
[2]  
Deguchi Y, 2004, 2004210028 SAE
[3]  
Ehsani M, 2009, MODERN ELECT HYBRID, P138
[4]  
Kaku A, IEEE T INTE IN PRESS
[5]   On Board Eco-Driving System for Varying Road-Traffic Environments Using Model Predictive Control [J].
Kamal, M. A. S. ;
Mukai, M. ;
Murata, J. ;
Kawabe, T. .
2010 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 2010, :1636-1641
[6]   Optimal Control of Hybrid Electric Vehicles Based on Pontryagin's Minimum Principle [J].
Kim, Namwook ;
Cha, Sukwon ;
Peng, Huei .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2011, 19 (05) :1279-1287
[7]   Modeling and Control of a Power-Split Hybrid Vehicle [J].
Liu, Jinming ;
Peng, Huei .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2008, 16 (06) :1242-1251
[8]   A continuation/GMRES method for fast computation of nonlinear receding horizon control [J].
Ohtsuka, T .
AUTOMATICA, 2004, 40 (04) :563-574
[9]  
Serrao L, 2009, THESIS, P12
[10]   ADVISOR 2.1: A user-friendly advanced powertrain simulation using a combined backward/forward approach [J].
Wipke, KB ;
Cuddy, MR ;
Burch, SD .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1999, 48 (06) :1751-1761