Multi-dimensional modeling of fuel and environment characteristics
US12346864B2 · kind B2 · utility
0Cited by
3References
20Claims
0Family size
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Key dates
| Filing date | Nov 18, 2021 |
| Grant date | Jul 1, 2025 |
| Priority date | — |
| Expiry date | Jun 25, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG07C5/0808
- WIPO fieldMeasurement
- WIPO sectorInstruments
Abstract
The disclosed embodiments provide techniques for generating a fuel score for a driver or vehicle. In one embodiment, a method is disclosed comprising generating a deviation vector based on recorded vehicle metrics for a given user, wherein the deviation vector comprises differences between recorded non-fuel metrics and expected non-fuel metrics; predicting, using a statistical learning (e.g., linear regression) model, deviation in fuel consumption amount using the deviation vector of non-fuel metrics; and computing a fuel score for the given user based on the deviation in fuel consumption and a current fuel score.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.