Fault Diagnosis of Voltage Source Inverter for Induction Motor Drives Using Decision Tree

被引：4
|
作者：
Nguyen, Ngoc-Tu [1 ]
Nguyen, Huu-Phuc [1 ]
机构：
[1] Univ Technol, Fac Elect & Elect Engn, Ho Chi Minh City, Vietnam
来源：
9TH INTERNATIONAL CONFERENCE ON ROBOTIC, VISION, SIGNAL PROCESSING AND POWER APPLICATIONS: EMPOWERING RESEARCH AND INNOVATION | 2017年 / 398卷
关键词：
Fault diagnosis; Induction motor drives; Voltage source inverter; Decision tree; Feature extraction;
D O I：
10.1007/978-981-10-1721-6_88
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, open-circuit faults of voltage source inverter for induction motor drives are investigated. Decision tree, which is an expert system that based on knowledge history with simple model, is applied to detect and classify the faults. Input data for fault diagnosis are collected and extracted from time-domain current signals. Knowledge data are set up from simulation and experiment for building and testing decision tree, and its evaluation results illustrate the potentiality of this method.
引用
收藏
页码：819 / 826
页数：8
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