公开(公告)号：US11467214B2

公开(公告)日：2022-10-11

申请号：US16670574

申请日：2019-10-31

Applicant: ABB Schweiz AG

Inventor： Jinendra Gugaliya ,  Rahul Kumar-Vij ,  Abhilash Pani ,  Arpit Sisodia ,  Nikhil Venkata Saisantosh Podila

IPC: G01R31/34 ,  G06N20/00 ,  G07C3/14

Abstract: 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.