Fault detection of broken rotor bar in LS-PMSM using random forests
This paper proposes a new approach to diagnose broken rotor bar failure in a line start-permanent magnet synchronous motor (LS-PMSM) using random forests. The transient current signal during the motor startup was acquired from a healthy motor and a faulty motor with a broken rotor bar fault. We extr...
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2018
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| Online Access: | http://psasir.upm.edu.my/id/eprint/72740/1/Fault%20detection%20of%20broken%20rotor%20bar%20in%20LS-PMSM%20using%20random%20forests.pdf |