Citation

Prokhorov DV. Neural. Netw. 2008; 21(2-3): 458-465.

Affiliation

Toyota Technical Center, A division of Toyota Motor Engineering and Manufacturing North America (TEMA), Ann Arbor, MI 48105, United States. dvprokhorov@gmail.com

Copyright

(Copyright © 2008, Elsevier Publishing)

DOI

10.1016/j.neunet.2007.12.043

PMID

18255263

Abstract

A neural network controller for improved fuel efficiency of the Toyota Prius hybrid electric vehicle is proposed. A new method to detect and mitigate a battery fault is also presented. The approach is based on recurrent neural networks and includes the extended Kalman filter. The proposed approach is quite general and applicable to other control systems.

Language: en