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.

Date of Patent:
Sep. 30, 2025

Filed:

Mar. 02, 2022
Applicant:

Toyota Jidosha Kabushiki Kaisha, Toyota, JP;

Inventor:

Rentaro Kuroki, Susono, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

A device predicts the future behavior of a vehicle participating in vehicle-grid integration based on past behavior history of the vehicle, and acquires a user input value representing scheduled future behavior of the vehicle. A first integrated error is obtained by integrating an error between the predicted value and an actual value of the vehicle behavior during a predetermined period, and a second integrated error is obtained by integrating an error between the user input value and the actual value during the same period. The device determines that the user input value is a final predicted value of the future behavior of the vehicle when the first integrated error is smaller than the second integrated error, and determines that the predicted value is the final predicted value when the first integrated error is equal to or larger than the second integrated error.


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