Controller failure prediction and troubleshooting
US12141045B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Nov 8, 2022 |
| Grant date | Nov 12, 2024 |
| Priority date | — |
| Expiry date | Jan 10, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06F2201/86
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
Techniques for failure prediction of controllers are disclosed. For example, a method comprises collecting data corresponding to operation of a plurality of controllers from one or more devices, and predicting, using one or more machine learning algorithms, at least one of degradation and failure of one or more controllers of the plurality of controllers based, at least in part, on the data corresponding to the operation of the plurality of controllers. Using the one or more machine learning algorithms, one or more corrective actions to prevent the at least one of the degradation and the failure of the one or more controllers are identified. Instructions comprising the one or more corrective actions are generated and transmitted to at least one user device.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.