SYSTEM AND METHOD FOR EQUIPMENT REMAINING LIFE ESTIMATION
First Claim
1. A method to reduce uncertainty bounds of predicting a remaining life of a probe using a set of diverse models, the method comprising:
- generating an estimated remaining life output by each model of the set of diverse models;
aggregating each of the respective estimated remaining life outputs via a fusion model;
in response to the aggregating, predicting the remaining life, the predicting having reduced uncertainty bounds based on the aggregating; and
generating a signal corresponding to the predicted remaining life of the probe.
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Abstract
A method to reduce uncertainty bounds of predicting a remaining life of a probe using a set of diverse models is disclosed. The method includes generating an estimated remaining life output by each model of the set of diverse models, aggregating each of the respective estimated remaining life outputs via a fusion model, and in response to the aggregating, predicting the remaining life, the predicting having reduced uncertainty bounds based on the aggregating. The method further includes generating a signal corresponding to the predicted remaining life of the probe.
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Citations
28 Claims
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1. A method to reduce uncertainty bounds of predicting a remaining life of a probe using a set of diverse models, the method comprising:
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generating an estimated remaining life output by each model of the set of diverse models; aggregating each of the respective estimated remaining life outputs via a fusion model; in response to the aggregating, predicting the remaining life, the predicting having reduced uncertainty bounds based on the aggregating; and generating a signal corresponding to the predicted remaining life of the probe. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. A system to estimate a remaining life of a probe using a set of diverse models, the system comprising:
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a processor; a computational model application for executing on the processor, the computational model application performing a method, comprising; generating an estimated remaining life output by each model of the set of diverse models; aggregating each of the respective estimated remaining life outputs via a fusion model; and in response to the aggregating, predicting the remaining life, the predicting having reduced uncertainty bounds based on the aggregating; wherein the processor is responsive to the computational model application to generate a signal corresponding to the predicted remaining life of the probe. - View Dependent Claims (17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28)
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Specification