Invention Grant
- Patent Title: Battery life learning device, battery life prediction device, method and non-transitory computer readable medium
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Application No.: US16778353Application Date: 2020-01-31
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Publication No.: US11300621B2Publication Date: 2022-04-12
- Inventor: Ryosuke Takahashi , Norimitsu Tsutsui
- Applicant: TOYOTA JIDOSHA KABUSHIKI KAISHA
- Applicant Address: JP Toyota
- Assignee: TOYOTA JIDOSHA KABUSHIKI KAISHA
- Current Assignee: TOYOTA JIDOSHA KABUSHIKI KAISHA
- Current Assignee Address: JP Toyota
- Agency: Oliff PLC
- Priority: JPJP2019-045250 20190312
- Main IPC: G01R31/367
- IPC: G01R31/367 ; G01R31/36 ; G01R31/392 ; B60L58/16

Abstract:
A battery life learning device including a learning section configured to obtain a learned prediction model for predicting a remaining life of a vehicle battery from time-series data of a deterioration characteristic of the vehicle battery, the learned prediction model being obtained by learning a prediction model from the time-series data of the deterioration characteristic of the vehicle battery based on learning data, the learning data including time-series data of the deterioration characteristic at a predetermined time point in the past of a vehicle battery for learning that has reached an end of life and the remaining life at the predetermined time point of the vehicle battery for learning.
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