BATTERY LIFE PREDICTION DEVICE AND OPERATING METHOD THEREOF

    公开(公告)号:US20240036119A1

    公开(公告)日:2024-02-01

    申请号:US18206347

    申请日:2023-06-06

    CPC classification number: G01R31/392 G01R31/367

    Abstract: A battery life prediction device, including a state data generator configured to receive information about a battery in real time and to generate state-of-health data; a state data storage configured to store the state-of-health data and past state data; and a battery life calculator configured to: generate a health state model based on the past state data, generate state prediction data based on the state-of-health data using the health state model, determine whether to modify the health state model based on the state prediction data and the state-of-health data, and calculate a remaining life of the battery, wherein the generating of the health state model includes generating an initial model including a non-linear function, determining an initial model coefficient using a least squares approximation based on the past state data, and generating the health state model based on the initial model coefficient and the initial model

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