State of the art of torque observers for condition monitoring of AC drives

被引:3
作者
Taherzadeh, Mehdi [1 ]
Henao, Humberto [1 ]
Capolino, Gerard-Andre [1 ]
机构
[1] Univ Picardie Jules Verne, LTI Lab, Dept Elect Engn, Amiens, France
来源
2021 IEEE WORKSHOP ON ELECTRICAL MACHINES DESIGN, CONTROL AND DIAGNOSIS (WEMDCD) | 2021年
关键词
Condition monitoring; Diagnosis; Electrical fault; Fault detection; Flux estimation; Flux observer; Induction machine; Mechanical fault; PMSM; Torque observer; INDUCTION-MOTOR; FAULT-DETECTION; FLUX ESTIMATION; TEMPERATURE ESTIMATION; SENSORLESS CONTROL; ORIENTED CONTROL; ROTOR BARS; SPEED; MACHINES; ESTIMATOR;
D O I
10.1109/WEMDCD51469.2021.9425660
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Observers have been used for more than 30 years as popular techniques to replace sensors for high performances electrical drives. On the other hand, condition monitoring and fault detection of electrical drives have been based on data analysis coming from sensor measurements. It was a natural trend to mix together the two different techniques to investigate the possibility of replacing sensors by observers to achieve efficient electrical and mechanical fault detection. This paper is intended to review the state of the art of electrical and mechanical fault detection by using torque observers. For the purpose two main parts have been developed. The first one is related to the basic torque observers and their performances. The second one has been based on the usage of torque observation to perform an efficient fault detection for high performance electrical drives. This contribution is more based on the different scheme analysis rather than on performances in term of data processing.
引用
收藏
页码:289 / 296
页数:8
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