Prognosis of Induction Motor with Stator Winding Shorted Turn Fault

被引：0
|
作者：
Yu, Ming [1 ]
Xu, Juan [2 ]
Wang, Danwei [3 ]
VietHung Nguyen [3 ]
机构：
[1] Hefei Univ Technol, Sch Elect Engn & Automat, Hefei, Peoples R China
[2] Hefei Univ Technol, Sch Mech & Automot Engineer, Hefei, Peoples R China
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore, Singapore
来源：
2015 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION | 2015年
关键词：
Induction motor; particle filter; stator winding; remaining useful life; shorted turn fault; MACHINES; SYSTEMS;
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：
In this paper, a model-based prognosis method is proposed for induction motor with stator winding shorted turn fault. The induction motor model with stator winding shorted turn fault is developed using reference frame transformation theory. In the induction motor, the fault severity is determined by the insulation resistance. Since in practice the fault evolution process is unknown, a particle filter method is proposed to identify the true degradation dynamics. Based on the estimated degradation dynamics, the remaining useful life of the stator winding is predicted. Simulation studies are carried out and the results validate the developed method.
引用
收藏
页码：1989 / 1994
页数：6
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