Fuzzy controller applied to electric vehicles with continuously variable transmission

被引:15
|
作者
Fernandes, Marcelo A. C. [1 ]
机构
[1] Fed Univ Rio Grande Norte UFRN, Ctr Technol, Dept Comp Engn & Automat, Natal, RN, Brazil
关键词
Electric vehicle; CVT; Fuzzy controller; Energy efficiency;
D O I
10.1016/j.neucom.2016.06.051
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes an energy efficiency control strategy for electric vehicles (EV) equipped with continuously variable transmission (CVT). The strategy is based on a fuzzy controller that acts directly on the ratio of the CVT system, and uses the maximum efficiency motor rotation speed as a reference. Different to earlier proposals, this project involved the development of a more precise system that optimizes the maximum efficiency function of the PMDC motor for use as a reference for the controller. A full characterization of the system is provided, together with the results of simulation modeling employing different types of routes taken by the vehicle. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:684 / 691
页数:8
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