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Method For Training Analysis Model Of Impact On Battery Module And Method For Predicting Analysis Result Of Impact On Battery Module

Abstract: A method for training an analysis model of an impact on a battery module according to one embodiment of the present invention comprises the steps of: sampling a deformed state value of the battery module according to an initial state value of the battery module and an impact value of an impact applied to the battery module; obtaining learning data by repeating the sampling step for a predetermined test period; and using machine learning to train an analysis model of an impact on the battery module so as to predict an analysis result of the impact on the battery module due to the impact by receiving an input of the initial state value and the applied impact value of the battery module for each of the sampling instances.

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Patent Information

Application #
Filing Date
12 May 2025
Publication Number
24/2025
Publication Type
INA
Invention Field
COMPUTER SCIENCE
Status
Email
Parent Application

Applicants

LG ENERGY SOLUTION LTD.
Tower 1 108 Yeoui daero Yeongdeungpo gu Seoul 07335

Inventors

1. SONG Seungho
LG ENERGY SOLUTION Research Park 188 Munji ro Yuseong gu Daejeon 34122

Specification

Documents

Application Documents

# Name Date
1 202517045533-TRANSLATIOIN OF PRIOIRTY DOCUMENTS ETC. [12-05-2025(online)].pdf 2025-05-12
2 202517045533-STATEMENT OF UNDERTAKING (FORM 3) [12-05-2025(online)].pdf 2025-05-12
3 202517045533-REQUEST FOR EXAMINATION (FORM-18) [12-05-2025(online)].pdf 2025-05-12
4 202517045533-PROOF OF RIGHT [12-05-2025(online)].pdf 2025-05-12
5 202517045533-PRIORITY DOCUMENTS [12-05-2025(online)].pdf 2025-05-12
6 202517045533-POWER OF AUTHORITY [12-05-2025(online)].pdf 2025-05-12
7 202517045533-NOTIFICATION OF INT. APPLN. NO. & FILING DATE (PCT-RO-105-PCT Pamphlet) [12-05-2025(online)].pdf 2025-05-12
8 202517045533-FORM 18 [12-05-2025(online)].pdf 2025-05-12
9 202517045533-FORM 1 [12-05-2025(online)].pdf 2025-05-12
10 202517045533-DRAWINGS [12-05-2025(online)].pdf 2025-05-12
11 202517045533-DECLARATION OF INVENTORSHIP (FORM 5) [12-05-2025(online)].pdf 2025-05-12
12 202517045533-COMPLETE SPECIFICATION [12-05-2025(online)].pdf 2025-05-12
13 202517045533-FORM-26 [04-06-2025(online)].pdf 2025-06-04
14 202517045533-FORM 3 [12-11-2025(online)].pdf 2025-11-12