Fuzzy-neural control of hot-rolling mill
Joint Authors
Ali, Abd al-Halim A.
Muhammad, Khayriyah A.
Nagrajan, R.
Source
The Iraqi Journal of Electrical and Electronic Engineering
Issue
Vol. 6, Issue 2 (31 Dec. 2010), pp.150-157, 8 p.
Publisher
University of Basrah College of Engineering
Publication Date
2010-12-31
Country of Publication
Iraq
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
This paper deals with the application of Fuzzy-Neural Networks (FNNs) in multi-machine system control applied on hot steel rolling.
The electrical drives that used in rolling system are a set of three-phase induction motors (IM) controlled by indirect field-oriented control (IFO).
The fundamental goal of this type of control is to eliminate the coupling influence though the coordinate transformation in order to make the AC motor behaves like a separately excited DC motor.
Then use Fuzzy-Neural Network in control the IM speed and the rolling plant.
In this work MATLAB / SIMULINK models are proposed and implemented for the entire structures.
Simulation results are presented to verify the effectiveness of the proposed control schemes.
It is found that the proposed system is robust in that it eliminates the disturbances considerably.
American Psychological Association (APA)
Muhammad, Khayriyah A.& Ali, Abd al-Halim A.& Nagrajan, R.. 2010. Fuzzy-neural control of hot-rolling mill. The Iraqi Journal of Electrical and Electronic Engineering،Vol. 6, no. 2, pp.150-157.
https://search.emarefa.net/detail/BIM-288937
Modern Language Association (MLA)
Ali, Abd al-Halim A.…[et al.]. Fuzzy-neural control of hot-rolling mill. The Iraqi Journal of Electrical and Electronic Engineering Vol. 6, no. 2 (2010), pp.150-157.
https://search.emarefa.net/detail/BIM-288937
American Medical Association (AMA)
Muhammad, Khayriyah A.& Ali, Abd al-Halim A.& Nagrajan, R.. Fuzzy-neural control of hot-rolling mill. The Iraqi Journal of Electrical and Electronic Engineering. 2010. Vol. 6, no. 2, pp.150-157.
https://search.emarefa.net/detail/BIM-288937
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 156-157
Record ID
BIM-288937