Monitored machine performance as a maintenance predictor
US10558929B2 · kind B2 · utility
1Cited by
2References
20Claims
0Family size
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Key dates
| Filing date | May 31, 2016 |
| Grant date | Feb 11, 2020 |
| Priority date | — |
| Expiry date | Dec 13, 2038 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06Q10/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method, system, and computer program product for predicting abnormal operation of at least one component of a machine is provided. Real time monitoring data from an operating machine is received and monitoring features that are informative of likely abnormal operation are extracted and/or calculated. The monitoring features are applied to a prediction matrix that outputs probabilities of abnormal operation within one or more prediction time horizons. If the output probabilities exceed a threshold probability, then an alert can be output. Maintenance can be automatically scheduled in response to the alert.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.