MPC-based fault tolerant control system for yaw stability of distributed drive electric vehicle

被引:0
|
作者
Shi, Ke [1 ]
Yuan, Xiaofang [1 ]
机构
[1] Hunan Univ, Coll Elect & Informat Engn, Changsha, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Distributed drive electric vehicle (DDEV); Yaw stability; Fault tolerant (FT); Model predictive control (MPC);
D O I
10.1109/cvci47823.2019.8951719
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In generals, the yaw stability of distributed drive electric vehicle (DDEV) is hard to be ensured, because the yaw performance is affected by the actuator and sensor faults, as well as system modelling error. To attenuate the effect of these faults, a novel model predictive controller-based fault tolerant control system (MPC-FTCS) is proposed, which includes two MPCs. In one MPC, the sensor fault and system modelling error can be tolerated by the linear quadratic regulation (LQR) design. Another MPC is designed as an observer to estimate and compensate for the actuator fault. The proposed MPC-FTCS is tested on the Matlab simulation environment and the results show advantages of this control system.
引用
收藏
页码:74 / 79
页数:6
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