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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 12730947 B1

PDFFull Text
Date of Patent:
Sep. 08, 2026

Filed:

Mar. 01, 2022

Model learning apparatus, control apparatus, model learning method and computer program

Applicants:

Kabushiki Kaisha Toyota Chuo Kenkyusho, Nagakute, JP;

Kabushiki Kaisha Toyota Jidoshokki, Kariya, JP;

Inventors:

Ryuta Moriyasu, Nagakute, JP;

Taro Ikeda, Nagakute, JP;

Masato Takeuchi, Kariya, JP;

Assignees:

KABUSHIKI KAISHA TOYOTA CHUO KENKYUSHO, Nagakute, JP;

KABUSHIKI KAISHA TOYOTA JIDOSHOKKI, Kariya, JP;

Attorney:

Oliff PLC

Primary Examiner:

Ryan F Pitaro

Assistant Examiner:

Jay Michael White

Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06F 30/27 (2020.01); G06N 3/04 (2023.01); G06N 3/0499 (2023.01);
U.S. Cl.
CPC ...
G06F 30/27 (2020.01); G06N 3/04 (2013.01); G06N 3/0499 (2023.01); G06N 3/084 (2013.01);
Abstract

A model learning apparatus is configured to learn a model that shows a relationship between an input variable u input into a system and an output variable y output from the system. The model learning apparatus includes a storage that stores store a model used to learn a nonlinear equation of state for predicting the output variable y by using the input variable u; and a processor programmed to learn the equation of state by using the model and an input-output data set including a set of data of a steady-state value of the output variable y and data of the input variable u corresponding to the data of the steady-state value. The model is an equation of state including a bijective mapping φ that uses the output variable y as an input thereof.

Find Patent Forward Citations

Moriyasu, Ryuta. (2026). Model learning apparatus, control apparatus, model learning method and computer program (U.S. Patent No. 12730947). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12730947

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

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