Failure mode discovery for machine components
US11954929B2 · kind B2 · utility
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2References
31Claims
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Key dates
| Filing date | Mar 17, 2023 |
| Grant date | Apr 9, 2024 |
| Priority date | — |
| Expiry date | Mar 17, 2043 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V30/1823
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The failure modes of mechanical components may be determined based on text analysis. For example, a word embedding may be determined based on a plurality of text documents that include a plurality of maintenance records characterizing failure of mechanical components. A vector representation for a particular maintenance record may then be determined based on the word embedding. Based on the vector representation, the particular maintenance record may then be identified as belonging to a particular failure mode out of a set of possible failure modes.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.