One small step for a man
One Giant leap for the mankind

There is no wealth like Knowledge
                            No Poverty like Ignorance
Journal of Emerging Trends in Computing and Information Sciences Logo

Journal of Emerging Trends in Computing and Information Sciences >> Call for Papers Vol. 8 No. 3, March 2017

Journal of Emerging Trends in Computing and Information Sciences

New Positioning Control of Stepper Motor using BP Neural Networks

Full Text Pdf Pdf
Author Barhoumi EM, Ben salah B
ISSN 2079-8407
On Pages 300-306
Volume No. 2
Issue No. 6
Issue Date June 01, 2011
Publishing Date June 01, 2011
Keywords permanent magnet stepper motor, Micro stepping control, knowledge base, Neural network, detent torque, load torque.


Abstract

This paper presents a new approach based on the use of a knowledge base, in order to improve the angular resolution of the permanent magnet (PM) stepper actuator. The use of this technique is justified by the limits of the conventional technique when the static torque characteristic is high nonlinear. The conventional open loop microstepping technique which realised by a Pulse Width Modulation is described and discussed, in first part. In second part, a design of a new approach based on the use of back propagation neural network is proposed. The obtained simulation results confirm the efficiency of the new proposed approach.  

Back

Seperator
    Journal of Computing | Call for Papers (CFP) | Journal Blog | Journal of Systems and Software | ARPN Journal of Science and Technology | International Journal of Health and Medical Sciences | International Journal of Economics, Finance and Management     
Copyrights
© 2015 Journal of Computing