PREDICTIVE MAINTENANCE
    2.
    发明申请

    公开(公告)号:US20220114560A1

    公开(公告)日:2022-04-14

    申请号:US17287622

    申请日:2019-11-12

    Abstract: Aspects of the technology described herein improve a computing device's ability to accurately extract contextual features related to vehicle performance, vehicle usage, maintenance, recalls, and use the information to provide maintenance recommendations. Aspects of the technology described herein can analyze vehicle data from multiple sources including vehicle sensors, driver computing devices, maintenance records, used oil analysis, aftermarket sensors, and other data sources to ascertain a vehicle's operational state and detect warning signs that are statistically correlated with a mechanical failure or unsafe driving condition. When a warning sign is detected, the technology described herein can make maintenance suggestions to decrease the vehicle's failure probability. The maintenance suggestions can be generated by analyzing data from historical vehicle data to identify actions that improved the operational state for the same vehicle and/or similar vehicles.

    SELECTION OF ENGINE MAPS BASED ON IN-SITU DETECTION OF VISCOSITY

    公开(公告)号:US20190128157A1

    公开(公告)日:2019-05-02

    申请号:US16165145

    申请日:2018-10-19

    Abstract: Systems and methods are provided for in-situ determination of engine oil viscosity to allow for selection of an engine map by an engine control module (ECM) to match the detected viscosity. The new engine map selected based on the viscosity can correspond to an engine map based on an engine oil with a different HTHS viscosity than the prior engine map. Instead of requiring a reprogramming of an ECM when the engine oil is changed, an ECM can have access to a plurality of engine maps corresponding to different engine oils at a given HTHS viscosity and/or at different HTHS viscosities. The ability of an ECM to select an engine map corresponding to a different HTHS viscosity based on in-situ viscosity detection can allow the oil in an engine to be changed without requiring access to the ECM for reprogramming.

Patent Agency Ranking