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:
Apr. 27, 2021

Filed:

Jun. 13, 2018
Applicant:

Toyota Jidosha Kabushiki Kaisha, Toyota, JP;

Inventors:

Yusuke Takasu, Sunto-gun, JP;

Hiroshi Oyagi, Gotemba, JP;

Keisuke Nagasaka, Gotemba, JP;

Tomohiro Kaneko, Mishima, JP;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G07C 5/08 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); F02D 41/14 (2006.01); F02B 77/08 (2006.01); G07C 5/00 (2006.01);
U.S. Cl.
CPC ...
G07C 5/0808 (2013.01); F02D 41/1405 (2013.01); F02D 41/1459 (2013.01); G06N 3/04 (2013.01); G06N 3/0481 (2013.01); G06N 3/084 (2013.01); F02B 77/086 (2013.01); G07C 5/008 (2013.01);
Abstract

A machine learning device of an amount of unburned fuel using a neural network in which the correlation functions showing correlations between parameters and an amount of unburned fuel are found for parameters relating to operation of an internal combustion engine, and the parameters with strong degrees of correlation with the amount of unburned fuel exhausted from the engine are selected from among the parameters based on the correlation functions. The amount of unburned fuel is learned by using the neural network from the selected parameters and amount of unburned fuel.


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