Slip control for IWM vehicles based on hierarchical LQR

被引:39
作者
Binh-Minh Nguyen [1 ]
Hara, Shinji [2 ]
Fujimoto, Hiroshi [3 ]
Hori, Yoichi [3 ]
机构
[1] Univ Tokyo, Dept Informat Phys & Comp, Tokyo, Japan
[2] Chuo Univ, Res & Dev Initiat, Hachioji, Tokyo, Japan
[3] Univ Tokyo, Dept Adv Energy, Tokyo, Japan
关键词
Electric vehicle; In-wheel-motor; Traction control; Slip ratio; Hierarchical LQR; Multi-agent dynamical system; ELECTRIC VEHICLE; STABILITY ANALYSIS; TRACTION CONTROL;
D O I
10.1016/j.conengprac.2019.104179
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A proper dynamical model with the physical interconnection is necessary to accurately capture the slip phenomena of in-wheel-motored vehicles, since the wheels interact with each other through the vehicle body to make up the vehicle motion. Considering the uptrend in the number of in-wheel-motors, this paper proposes a way to effectively model the slip phenomena as a multi-agent dynamical system. A hierarchical LQR for time-varying interconnected system, which can significantly reduce the design burden, is presented for managing the wheel slip ratios properly, and the effectiveness of our proposed method is verified by both simulations and experiments.
引用
收藏
页数:15
相关论文
共 38 条
[1]  
Amada J, 2012, IEEE IND ELEC, P4904, DOI 10.1109/IECON.2012.6389576
[2]   Wheel Slip Control via Second-Order Sliding-Mode Generation [J].
Amodeo, Matteo ;
Ferrara, Antonella ;
Terzaghi, Riccardo ;
Vecchio, Claudio .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2010, 11 (01) :122-131
[3]  
Bevly DM, 2000, P AMER CONTR CONF, P2538, DOI 10.1109/ACC.2000.878665
[4]  
Binh Minh Nguyen, 2016, 2016 IEEE Conference on Control Applications (CCA), P91, DOI 10.1109/CCA.2016.7587827
[5]  
Nguyen BM, 2016, PROCEEDINGS OF 2016 SICE INTERNATIONAL SYMPOSIUM ON CONTROL SYSTEMS (ISCS 2016), P15, DOI 10.1109/SICEISCS.2016.7470175
[6]   Lateral Stability Control of Electric Vehicle Based On Disturbance Accommodating Kalman Filter using the Integration of Single Antenna GPS Receiver and Yaw Rate Sensor [J].
Binh-Minh Nguyen ;
Wang, Yafei ;
Fujimoto, Hiroshi ;
Hori, Yoichi .
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2013, 8 (04) :899-910
[7]   Simulation Model of a Military HEV With a Highly Redundant Architecture [J].
Boulon, Loic ;
Hissel, Daniel ;
Bouscayrol, Alain ;
Pape, Olivier ;
Pera, Marie-Cecile .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (06) :2654-2663
[8]  
Fuji K, 2008, P 2007 POW CONV C, P688
[9]   Motion stabilization control of electric vehicle under snowy conditions based on yaw-moment observer [J].
Fujimoto, H ;
Saito, T ;
Noguchi, T .
8TH IEEE INTERNATIONAL WORKSHOP ON ADVANCED MOTION CONTROL, PROCEEDINGS, 2004, :35-40
[10]   Model-Based Range Extension Control System for Electric Vehicles With Front and Rear Driving-Braking Force Distributions [J].
Fujimoto, Hiroshi ;
Harada, Shingo .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (05) :3245-3254