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.:
Date of Patent:
Sep. 30, 2025
Filed:
Nov. 30, 2023
Toyota Motor Engineering & Manufacturing North America, Inc., Plano, TX (US);
Chianing Wang, Mountain View, CA (US);
Ba Khai Nguyen, Austin, TX (US);
Alexander T. Pham, San Jose, CA (US);
Toyota Motor Engineering & Manufacturing North America, Inc., Plano, TX (US);
Toyota Jidosha Kabushiki Kaisha, Toyota, JP;
Abstract
Systems and methods described herein relate to implementing battery life prediction strategies. In one embodiment, a method includes receiving a first battery dataset containing a first set of battery entries, a first set of historical usage entries, a first set of local parts entries, and a first global parts entry; generating a second battery dataset containing a second set of battery entries and a second set of historical usage entries; generating a second set of local parts entries for the second battery dataset based on comparing the first set of historical usage entries with the second set of historical usage entries; copying the first global parts entry to a second global parts entry of the second battery dataset; and optimizing via one or more global local decomposition transformers the second set of local parts entries and the second global parts entry based on the second set of historical usage entries.