Patent ID: 11906960
Assignee: UPTAKE TECHNOLOGIES, INC.
Field: Control (Instruments)
Classification: CPC G | IPC G

Claim 15:
16. A tangible, non-transitory computer-readable medium storing instructions for generating survival curves for an asset, that when executed by one or more processors cause the one or more processors to:
(a) generate, by executing a Bayesian risk inference engine (BRIE), a predicted health distribution of an asset for a failure mode of a set of failure modes based on a prior health distribution of the asset for the failure mode and a wear rate distribution based on sensor data corresponding to the asset;
(b) update, by executing the BRIE, the predicted health distribution based on (i) an observed state distribution corresponding to an observed state associated with the asset that is indicative of a health state of the asset represented by the predicted health distribution and (ii) a normalized value representative of a probability of the observed state over one or more health values of the asset;
(c) generate, by executing the BRIE, a survival curve of the asset based on the predicted health distribution and a set of wear rates, the survival curve including predictions of a survival probability for the asset at a plurality of future points;
iteratively perform (a)-(c) for each failure mode of the set of failure modes;
aggregate, by executing the BRIE, the survival curve for each failure mode into an aggregate survival curve of the asset; and
cause a client device to display on a display screen a visual representation of the aggregate survival curve of the asset, the visual representation depicting on the display screen predicted points of time when the asset is predicted to fail.