Paper Title:
Study on Neural Network Control Strategy of Electric Vehicle in-Wheel Motor
  Abstract

The brushless direct current motor(DC) simulation model based on neural network control strategy is developed, according to the physical structure of the motor, after the analysis of in-wheel motor mathematical model. The simulation has pulse width modulation (PWM) generation module,which can adjust the PWM duty cycle to regulate the motor speed. Simulation results show that there is good agreement between the output ofsimulation model and the theoretical analysis.The application of neural networkcontrol in brushless DC motor offers the advantages of rapid response, without overshoot ,and higher steady-state accuracy.

  Info
Periodical
Advanced Materials Research (Volumes 317-319)
Chapter
Measure Control Technologies and Intelligent Systems
Edited by
Xin Chen
Pages
1228-1231
DOI
10.4028/www.scientific.net/AMR.317-319.1228
Citation
X. Chen, D. W. Li, Z. J. Jiang, "Study on Neural Network Control Strategy of Electric Vehicle in-Wheel Motor", Advanced Materials Research, Vols. 317-319, pp. 1228-1231, 2011
Online since
August 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Peng Yun Song, Ji Ye Zhang, Ke Yue Zhang
Abstract:A permanent magnet brushless DC motor speed control system based on PI controller with fuzzy parameters regulators is studied in this paper....
841
Authors: Ying Zhao, Yong Jun Yang
Abstract:The back electromotive force (EMF) waveform of brushless dc motor (BLDCM) is trapezoid. But it is not absolutely trapezoid because of motor...
3434
Authors: Xiao Long Liu, Shao Peng Zhu, Zhi Jun Wu
Chapter 4: Ceramic
Abstract:This paper constructs a dynamic model of a four-wheel drive electric vehicle, which contains a vehicle model and a brushless DC motor model....
944
Authors: Deng Hua Li, Zhan Xian Chen, Shuang Zhai
Chapter 3: Measuring Technology and Mechatronics
Abstract:For the problem of that the traditional brushless DC torque motor controller position servo system is difficult to track accurately the...
1351
Authors: Yu Hao Qian
Chapter 9: Control, Automation and Diagnostic
Abstract:Based on the mathematical model of the brushless DC motor (BLDCM), a self-adaptive fuzzy PID controller is designed to achieve high-precision...
1650