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A Predictive Neural Network-Based Cascade Control for pH Reactors
Joint Authors
AlSabbah, Shebel
Al-Dhaifallah, Mujahed
Mujtaba, Iqbal
Source
Mathematical Problems in Engineering
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-08-23
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
This paper is concerned with the development of predictive neural network-based cascade control for pH reactors.
The cascade structure consists of a master control loop (fuzzy proportional-integral) and a slave one (predictive neural network).
The master loop is chosen to be more accurate but slower than the slave one.
The strong features found in cascade structure have been added to the inherent features in model predictive neural network.
The neural network is used to alleviate modeling difficulties found with pH reactor and to predict its behavior.
The parameters of predictive algorithm are determined using an optimization algorithm.
The effectiveness and feasibility of the proposed design have been demonstrated using MatLab.
American Psychological Association (APA)
Al-Dhaifallah, Mujahed& AlSabbah, Shebel& Mujtaba, Iqbal. 2016. A Predictive Neural Network-Based Cascade Control for pH Reactors. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-7.
https://search.emarefa.net/detail/BIM-1112337
Modern Language Association (MLA)
Al-Dhaifallah, Mujahed…[et al.]. A Predictive Neural Network-Based Cascade Control for pH Reactors. Mathematical Problems in Engineering No. 2016 (2016), pp.1-7.
https://search.emarefa.net/detail/BIM-1112337
American Medical Association (AMA)
Al-Dhaifallah, Mujahed& AlSabbah, Shebel& Mujtaba, Iqbal. A Predictive Neural Network-Based Cascade Control for pH Reactors. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-7.
https://search.emarefa.net/detail/BIM-1112337
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1112337