ANOOMALY DETECTION SYSTEM AND METHOD FOR ELECTRIC DRIVES

One illustrative method comprises retrieving a set of drive information associated with an operation of an electric drive in a time period from a drive control unit and one or more sensor units. The method further includes obtaining reliability information associated with the electric drive from a s...

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Bibliographische Detailangaben
Hauptverfasser: Gugaliya, Jinendra, Pani, Abhilash, Kumar-Vij, Rahul, Sisodia, Arpit, Podila, Nikhil Venkata Saisantosh
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:One illustrative method comprises retrieving a set of drive information associated with an operation of an electric drive in a time period from a drive control unit and one or more sensor units. The method further includes obtaining reliability information associated with the electric drive from a server. The reliability information is computed in the server, with the set of drive information and a model corresponding to a drive type of the electric drive. The reliability information includes a probability of occurrence of the abnormal condition in a specified future time period. The method further includes, providing at least one condition indication regarding the abnormal condition to one of a human machine interface and a drive controller based on the probability of occurrence of the abnormal condition.