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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Rong-Ching Wu Ta-Peng Tsao |
| Copyright Year | 1999 |
| Description | Author affiliation: Dept. of Electr. Eng., Nat. Sun Yat-Sen Univ., Kaohsiung, Taiwan (Rong-Ching Wu) |
| Abstract | This paper offers a complete method to deal with the condition recognition for induction machines under different loads. In actual operation, the loads of induction machines vary within a certain range. When the signal is transformed into spectrum, the load variation causes band drifts and amplitude variation. The load factor influences the result of recognition seriously. This paper offers band adjustment and feature extraction to solve the recognition problems caused by loads and faults. Employing band adjustment, the method eliminates the phenomenon of band drift under different operation condition. Employing feature extraction, the method decreases the sensitivity of features to loads. Then, load influences on condition recognition for an induction machine will descend to a minimum. The method afforded in this paper is verified by experiment, and proves its feasibility with high accuracy. |
| Starting Page | 603 |
| Ending Page | 608 |
| File Size | 653230 |
| Page Count | 6 |
| File Format | |
| ISBN | 0780357698 |
| DOI | 10.1109/PEDS.1999.792671 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 1999-07-27 |
| Publisher Place | Hong Kong |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Induction machines Signal analysis Signal detection Load management Feature extraction Frequency Vibration measurement Narrowband Sampling methods Time factors |
| Content Type | Text |
| Resource Type | Article |
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