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:
Oct. 31, 2023

Filed:

Oct. 28, 2020
Applicant:

Ford Global Technologies, Llc, Dearborn, MI (US);

Inventors:

Lijun Wang, Canton, MI (US);

Chen Zhang, Dearborn, MI (US);

Rebecca Kreucher, Ann Arbor, MI (US);

Assignee:

Ford Global Technologies, LLC, Dearborn, MI (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 30/18 (2012.01); B60W 40/105 (2012.01); B60W 40/08 (2012.01); G06N 3/08 (2023.01); B60W 10/06 (2006.01); G06F 18/23 (2023.01);
U.S. Cl.
CPC ...
B60W 30/18 (2013.01); B60W 10/06 (2013.01); B60W 40/08 (2013.01); B60W 40/105 (2013.01); G06F 18/23 (2023.01); G06N 3/08 (2013.01); B60W 2540/043 (2020.02); B60W 2710/0666 (2013.01);
Abstract

A computer includes a processor and a memory storing instructions executable by the processor to collect operation data of one or more components of a vehicle, input the collected operation data and previously stored operation data to a first machine learning program that assigns the collected operation data to one of a plurality of previously determined paths and outputs a target fuel consumption rate of the vehicle based on the assigned path, input the target fuel consumption rate and the collected operation data to a second machine learning program that outputs a plurality of operation settings of the one or more components to attain the target fuel consumption rate, and actuate the one or more components to attain the plurality of operation settings.


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