Model-based fault detection and isolation for Electric Power Steering system

被引:0
|
作者
Lee, Jeongjun [1 ]
Lee, Hyeongcheol [2 ]
Kim, Jihwan [1 ,3 ]
Jeong, Jiyoel [4 ]
机构
[1] Hanyang Univ, Dept Elect Engn, 17 Haengdang Dong, Seoul 133791, South Korea
[2] Hanyang Univ, Div Elect Control & Instrumentat Biomed Engn, Seoul 133791, South Korea
[3] Hanyang Univ, Dept Elect Engn, Seoul 133791, South Korea
[4] Hyundai Motor Co, Hwaseong 445706, Gyeonggi, South Korea
关键词
Electric Power Steering(EPS); fault detection; fault isolation; brushless DC motor; sensor fault;
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
Electric Power Steering (EPS) system is an advanced steering system that assists steering torque using the electric motor. To guarantee reliability and safety of EPS System, fault management is especially important. This paper provides a fault detection and isolation (FDI) technique for the sensors of EPS system through the model-based FDI method. In the presented work, FDI algorithm is composed of a two-step process by using the mathematical models of the electric motor and the steering system. In the first step, faults of the phase current sensor and the angular velocity sensor of the electric motor can be detected by using parity equation which is derived from the mathematical model of the electric motor. In the subsequent step, residual is produced by cross-checking with three torque signals in mathematical model of the steering system, estimated assist torque from the measured phase motor current, estimated road torque from the tire model, and driver's wheel steering torque. And then the steering sensor fault can be detected by comparing the residual with the threshold which includes model uncertainties. Through the both steps, the EPS system sensor fault can be isolated by identifying the faulty component.
引用
收藏
页码:1068 / +
页数:2
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