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Apparatus And Method For Predicting Maximum Temperature

Abstract: This apparatus for predicting a maximum temperature may comprise: a preprocessing device including a first processor and a first memory for storing a plurality of programs; and a temperature determination device including a second memory and a temperature prediction learning device. The first processor may generate input data including a cell design parameter for a candidate battery cell configuring a candidate battery module, and a simulation analysis condition for a simulation for predicting a maximum temperature for the candidate battery cell. The second memory may store the input data, and when the temperature prediction learning device performs a learning operation, perform machine learning by using training data among the input data stored in the second memory and determine a temperature calculation equation for predicting the maximum temperature of the candidate battery cell through the machine learning.

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Patent Information

Application #
Filing Date
09 July 2025
Publication Number
52/2025
Publication Type
INA
Invention Field
ELECTRICAL
Status
Email
Parent Application

Applicants

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

Inventors

1. LEE, So Jeong
LG ENERGY SOLUTION Research Park, 188, Munji-ro, Yuseong-gu, Daejeon 34122
2. BAE, Gyujong
LG ENERGY SOLUTION Research Park, 188, Munji-ro, Yuseong-gu, Daejeon 34122
3. CHA, Hun
LG ENERGY SOLUTION Research Park, 188, Munji-ro, Yuseong-gu, Daejeon 34122

Specification

Documents

Application Documents

# Name Date
1 202517065521-TRANSLATIOIN OF PRIOIRTY DOCUMENTS ETC. [09-07-2025(online)].pdf 2025-07-09
2 202517065521-STATEMENT OF UNDERTAKING (FORM 3) [09-07-2025(online)].pdf 2025-07-09
3 202517065521-REQUEST FOR EXAMINATION (FORM-18) [09-07-2025(online)].pdf 2025-07-09
4 202517065521-PROOF OF RIGHT [09-07-2025(online)].pdf 2025-07-09
5 202517065521-PRIORITY DOCUMENTS [09-07-2025(online)].pdf 2025-07-09
6 202517065521-POWER OF AUTHORITY [09-07-2025(online)].pdf 2025-07-09
7 202517065521-FORM 18 [09-07-2025(online)].pdf 2025-07-09
8 202517065521-FORM 1 [09-07-2025(online)].pdf 2025-07-09
9 202517065521-DRAWINGS [09-07-2025(online)].pdf 2025-07-09
10 202517065521-DECLARATION OF INVENTORSHIP (FORM 5) [09-07-2025(online)].pdf 2025-07-09
11 202517065521-COMPLETE SPECIFICATION [09-07-2025(online)].pdf 2025-07-09
12 202517065521-FORM 3 [08-12-2025(online)].pdf 2025-12-08