Patent ID: 11880183
Assignee: nan
Field: Measurement (Instruments)
Classification: CPC G  E | IPC G

Claim 9:
10. A method for monitoring an apparatus comprising motor components, the method comprising:
establishing an interface between a sensor cluster and the apparatus, the interface comprising a housing coupling the sensor cluster to the apparatus, wherein the sensor cluster comprises a vibration sensor positioned to monitor vibration induced by a motor of the apparatus, through the sensor interface;
sampling a set of data streams, derived from outputs of the sensor cluster;
performing a set of transformation operations upon the set of data streams, wherein the set of operations comprises processing the set of data streams with a neural network model;
identifying a set of unique signatures corresponding to states and events of a set of subcomponents of the apparatus, from the set of transformation operations; and
returning an analysis of the set of subcomponents of the apparatus, based upon the set of unique signatures.