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

Claim 0:
1. A computing platform for generating survival curves for an asset comprising:
a communication interface;
one or more processors;
a non-transitory computer-readable medium storing a Bayesian risk inference engine (BRIE); and
program instructions stored on the non-transitory computer-readable medium that are executable by the one or more processors to cause the computing platform to:
(a) generate, by executing the 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.