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The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Patent No.:

US 12627142 B1

PDFFull Text
Date of Patent:
May. 12, 2026

Filed:

Sep. 20, 2023

Thermal-runaway warning method, system, and terminal for power station

Applicant:

Makesense Energy Technology Co., Limited., Shanghai, CN;

Inventors:

Haowen Ren, Shanghai, CN;

Peng Ding, Shanghai, CN;

Weikun Wu, Shanghai, CN;

Decheng Wang, Shanghai, CN;

Yuan Feng, Shanghai, CN;

Wei Song, Shanghai, CN;

Guopeng Zhou, Shanghai, CN;

Zonglin Cai, Shanghai, CN;

Xiao Yan, Shanghai, CN;

Enhai Zhao, Shanghai, CN;

Assignee:

Makesense Energy Technology Co., Limited., Shanghai, CN;

Attorney:

IPRTOP LLC

Primary Examiner:

Ramsey Refai

Int. Cl.
CPC ...
H02J 3/00 (2006.01); G05B 13/02 (2006.01); H02J 3/0012 (2026.01);
U.S. Cl.
CPC ...
H02J 3/0012 (2020.01); G05B 13/027 (2013.01);
Abstract

A thermal-runaway warning method, system, and terminal for a power station are provided. The method comprises: obtaining collected data of a battery module comprised in the power station, wherein the collected data comprises collected temperature values of the battery module collected by temperature measuring devices; normalizing the collected data to obtain a standard dataset; training a CNNLSTM-based temperature predicting model based on the standard dataset to obtain a trained CNNLSTM-based temperature predicting model; and obtaining a predicted temperature value of the battery module within an output time window based on the trained CNNLSTM-based temperature predicting model, and determining whether there is a risk of thermal runaway in the power station based on the predicted temperature value. The present disclosed thermal-runaway warning method, system, and terminal for a power station realize effective warning of thermal runaway for a power station by predicting the temperature of battery modules in the power station.

Find Patent Forward Citations

Ren, Haowen. (2026). Thermal-runaway warning method, system, and terminal for power station (U.S. Patent No. 12627142). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12627142

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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