SYSTEM, APPARATUS, AND METHOD OF DETERMINING CONDITION OF A BEARING

System, apparatus and method of determining condition of at least one bearing (810) in a system is disclosed. The method includes receiving operation data associated with the system from one or more sensing units associated with the system; determining an operation profile of the at least one bearin...

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Bibliographische Detailangaben
Hauptverfasser: Malik, Vincent, Nair, Sudev
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:System, apparatus and method of determining condition of at least one bearing (810) in a system is disclosed. The method includes receiving operation data associated with the system from one or more sensing units associated with the system; determining an operation profile of the at least one bearing (810) from the operation data, wherein the operation profile includes at least one of a vibration response, a thermal response and a frequency response associated with the at least one bearing (810); determining an impact force profile during operation of the at least one bearing (810) based on the operation profile and a virtual bearing model (400, 600) trained on operation profiles and impact force profiles associated with a group of bearings comparable with the at least one bearing (810); and determining the condition of the at least one bearing (810) based on the impact force profile.