Gear fault detection;
Geometric indicators;
Motor current signature analysis (MCSA);
Signal processing;
Three-phase induction motors;
MACHINE;
D O I:
10.1016/j.mechmachtheory.2019.03.030
中图分类号:
TH [机械、仪表工业];
学科分类号:
0802 ;
摘要:
Although it is commonly used in research and industrial domains, vibration analysis present some notable drawbacks such as important costs and sensitivity issues resulting from the technical difficulties of the sensor's position within the system. Therefore, there is an increasing interest for fault detection using motor current signal analysis (MCSA) in recent years. Some works have been focused on gear fault detection using the induction machine's electrical current. Hence, we propose a novel approach for gear fault diagnosis centered around a set of indicators (Park and Concordia transforms, Frenet-Serret equations,...) as part of a constructed library of fault indicators. These indicators rely on the geometric representations of the trajectories pursued by the electrical quantities of the three-phase motor. This work shows good results that enable the clustering of the healthy and faulty conditions. (C) 2019 Elsevier Ltd. All rights reserved.
机构:
Schneider Elect SA, F-92500 Rueil Malmaison, France
Lab Eletrotech Grenoble, F-38402 St Martin Dheres, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France
Bloedt, Martin
Granjon, Pierre
论文数: 0引用数: 0
h-index: 0
机构:
Inst Natl Polytech Grenoble, Gipsa Lab, F-38031 Grenoble, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France
Granjon, Pierre
Raison, Bertrand
论文数: 0引用数: 0
h-index: 0
机构:
Inst Natl Polytech Grenoble, Lab Geneie Elect Grenobe, F-38402 St Martin Dheres, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France
Raison, Bertrand
Rostaing, Gilles
论文数: 0引用数: 0
h-index: 0
机构:
Inst Natl Polytech Grenoble, Lab Geneie Elect Grenobe, F-38402 St Martin Dheres, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France
机构:
Schneider Elect SA, F-92500 Rueil Malmaison, France
Lab Eletrotech Grenoble, F-38402 St Martin Dheres, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France
Bloedt, Martin
Granjon, Pierre
论文数: 0引用数: 0
h-index: 0
机构:
Inst Natl Polytech Grenoble, Gipsa Lab, F-38031 Grenoble, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France
Granjon, Pierre
Raison, Bertrand
论文数: 0引用数: 0
h-index: 0
机构:
Inst Natl Polytech Grenoble, Lab Geneie Elect Grenobe, F-38402 St Martin Dheres, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France
Raison, Bertrand
Rostaing, Gilles
论文数: 0引用数: 0
h-index: 0
机构:
Inst Natl Polytech Grenoble, Lab Geneie Elect Grenobe, F-38402 St Martin Dheres, FranceSchneider Elect SA, F-92500 Rueil Malmaison, France