Sensors Fault Diagnosis and Active Fault-Tolerant Control for PMSM Drive Systems Based on a Composite Sliding Mode Observer

被引:13
作者
Zhu, Qinyue [1 ]
Li, Zhaoyang [1 ]
Tan, Xitang [1 ]
Xie, Dabo [1 ]
Dai, Wei [1 ]
机构
[1] Tongji Univ, Dept Elect Engn, Shanghai 201804, Peoples R China
基金
中国国家自然科学基金;
关键词
PMSM drive system; sliding mode observer; fault diagnosis; active fault-tolerant control; sensor fault;
D O I
10.3390/en12091695
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Due to the use of multiple observers and controllers in multi-sensor fault-tolerant control of PMSM drive systems, the algorithm is complex and the system control performance is affected. In view of this, the paper studies multi-sensor fault diagnosis and active fault-tolerant control strategies based on a composite sliding mode observer. With the mathematical model of PMSM built, a design method of the composite sliding mode observer is proposed. A single observer is used to observe and estimate various state variables in the system in real time, which simplifies the implementation of observer-related algorithms. In order to improve the diagnostic accuracy of different types of sensors under different faults, a method for determining fault thresholds is proposed through global search for the maximum residual value. Based on this, a fault diagnosis and active fault-tolerant control strategy is proposed to realize fast switching and reconstruction of feedback signals of closed-loop control systems under different faults of multiple sensors, thus restoring the system performance. Finally, the effectiveness of the proposed algorithm and control strategy is verified by simulation experiments
引用
收藏
页数:20
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