Intelligent mitigation or prevention of equipment performance deficiencies

TW202640324APending Publication Date: 2026-10-01AMGEN INC
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Patent Information

Application Number
TW115121624
Authority / Receiving Office
TW · TW
Patent Type
Applications
Current Assignee / Owner
Priority Date
2021-01-04
Filing Date
2022-01-03
Publication Date
2026-10-01

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Abstract

A method of diagnosing or predicting performance of equipment includes determining values of one or more parameters associated with the equipment by monitoring the one or more parameters over a time period in which the equipment is in use. The method also includes determining, by processing the values of the one or more parameters using a classification model, a performance classification of the equipment, mapping the performance classification to a mitigating or preventative action, and generating an output indicative of the mitigating or preventative action.
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