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 7954579 B1

PDF
Full Text
Expired
Date of Patent:
Jun. 07, 2011

Filed:

Feb. 04, 2008
Applicants:

Fernando Rodriguez, Hammond, IN (US);

Srdjan M. Lukic, Chicago, IL (US);

Ali Emadi, Chicago, IL (US);

Inventors:

Fernando Rodriguez, Hammond, IN (US);

Srdjan M. Lukic, Chicago, IL (US);

Ali Emadi, Chicago, IL (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60W 10/06 (2006.01); B60W 10/08 (2006.01);
U.S. Cl.
CPC ...
Abstract

This invention relates a control strategy for a hybrid electric vehicle having an electric motor, a battery and an internal combustion engine. The control strategy improves fuel economy and reduces emissions while providing sufficient acceleration over a varying set of driving conditions through an adaptive control unit with an artificial neural network. The artificial neural network is trained on a pre-processed training set based on the highest fuel economies of multiple control strategies and multiple driving profiles. Training the artificial neural network includes a training algorithm and a learning algorithm. The invention also includes a method of operating a hybrid electric vehicle with an adaptive control strategy using an artificial neural network.


Find Patent Forward Citations

Rodriguez, Fernando. (2011). Adaptive control strategy and method for optimizing hybrid electric vehicles (U.S. Patent No. 7954579). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/7954579

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