Methods of predicting electronic component failures in an earth-boring tool and related systems and apparatus
US11409592B2 · kind B2 · utility
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Key dates
| Filing date | Feb 13, 2020 |
| Grant date | Aug 9, 2022 |
| Priority date | — |
| Expiry date | May 21, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/08
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method or system for predicting failures in an earth-boring tool. Communication between one or more nodes in the earth-boring tool may be monitored. Metadata from the communication may be stored in a storage device. The metadata may be compared to historical communication metadata. The metadata may be fed into models built from historic metadata. Predictions from the models may be aggregated in to a recommendation. A failure prediction for each of the one or more nodes may be generated from the comparison.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.