System Identification and Fault Diagnosis of an Electromagnetic Actuator

被引：16
作者：
Forrai, Alexandru [1 ]
机构：
[1] Mitsubishi Elevator Europe, Ctr Res & Dev, NL-3900 AE Veenendaal, Netherlands
来源：
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY | 2017年 / 25卷 / 03期
关键词：
Electromagnetic actuator; fault diagnosis; multilevel random signal; regression vector space; system identification; DESIGN; LUENBERGER;
D O I：
10.1109/TCST.2016.2582147
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The electromagnetic actuators are widely used in the industry due to their simple structure, force characteristics, and low manufacturing costs. However, from control point of view, they are nonlinear systems. In this brief, clustering-based system identification experiments as well as a piecewise mathematical model are described. Furthermore, a model-based fault detection and isolation of the actuator is presented, when the armature movement is sensed indirectly, by sensing only the armature current.
引用
收藏
页码：1028 / 1035
页数：8
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