Title:
METHOD FOR GENERATING FAULT PREDICTION MODEL APPLICABLE TO ENERGY STORAGE DEVICE IN EXTREME STATE
Document Type and Number:
WIPO Patent Application WO/2024/073936
Kind Code:
A1
Abstract:
Disclosed in the present invention is a method for generating a fault prediction model applicable to an energy storage device in an extreme state. In the present invention, recovery and amplification are performed on extreme fault operation data of a target device, and fault operation data of the target device in an extreme environment is increased, such that sufficient extreme fault operation data can be used to train a fault prediction model of the target device. Therefore, the problem, in the prior art, of an existing fault prediction model being difficult to be applicable to fault prediction of an energy storage device in an extreme environment due to lack of sufficient historical fault data of the energy storage device in the extreme environment is solved.
Inventors:
YANG ZHILE (CN)
AN ZHAO (CN)
GUO YUANJUN (CN)
LIU XIANGFEI (CN)
JIANG JUNJIE (CN)
AN ZHAO (CN)
GUO YUANJUN (CN)
LIU XIANGFEI (CN)
JIANG JUNJIE (CN)
Application Number:
PCT/CN2022/137740
Publication Date:
April 11, 2024
Filing Date:
December 08, 2022
Export Citation:
Assignee:
SHENZHEN INST ADV TECH (CN)
International Classes:
G06V10/00
Foreign References:
| CN115310562A | 2022-11-08 | |||
| CN110175707A | 2019-08-27 | |||
| CN111368890A | 2020-07-03 | |||
| US20200209841A1 | 2020-07-02 |
Attorney, Agent or Firm:
BEIJING ZHONG XUN TONG DA INTELLECTUAL PROPERTY AGENCY CO., LTD. (CN)
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