METHOD FOR DETECTING A STRUCTURAL FAULT OF AN ELECTRIC MOTOR
The invention relates to a method for detecting a structural fault of an electric motor (1), comprising the steps:(i) acquiring a measurement signal (S) of a physical parameter representative of the rotation of the electric motor (1),(ii) obtaining the high frequency component of the measurement sig...
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Format: | Patent |
Sprache: | eng ; fre ; ger |
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Zusammenfassung: | The invention relates to a method for detecting a structural fault of an electric motor (1), comprising the steps:(i) acquiring a measurement signal (S) of a physical parameter representative of the rotation of the electric motor (1),(ii) obtaining the high frequency component of the measurement signal (S), resulting in a corrected signal (S_cor),(iii) Applying a set of band-pass filters (F-1, ..., F-n) to the corrected signal (S_cor) resulting in a set of filtered corrected signals (FS_cor-1, ..., FS_cor-n),(iv) Determining a stator frequency (Fs) and a rotor frequency (Fr),(v) Computing a frequency signature vector (FSV),(vi) Computing a temporal symptom vector (TSV) from the frequency signature vector (FSV) and the set of filtered corrected signals (FS_cor-1, ..., FS_cor-n),(vii) Detecting a structural fault of the electric motor (1) from the determined temporal symptom vector (TSV) and from a classifier model. |
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