An Intelligent Control System using Neural Network

Author

D. M. Rogers
Cihan H. Dagli, Missouri University of Science and TechnologyFollow

Abstract

In this article, a computerized process control technique based on an artificial neural network (ANN) is presented. The process of concern is the wood dryer portion of an industrial retort used for the dehydration stage of wood waste pyrolysis. A standard backpropagation network structure is used to associate patterns of sensor readings with appropriate, heuristically determined control responses. As heuristic programming is employed, the dryer controller is similar to a typical knowledge base system, except that it is driven by an ANN rather than the more traditional rule base normally associated with expert system type applications. © 1996 John Wiley & Sons, Inc.

Recommended Citation

D. M. Rogers and C. H. Dagli, "An Intelligent Control System using Neural Network," Integrated Computer-Aided Engineering, vol. 3, no. 3, pp. 199 - 211, IOS Press, Jan 1996.

The definitive version is available at https://doi.org/10.3233/ica-1996-3304

Department(s)

Engineering Management and Systems Engineering

International Standard Serial Number (ISSN)

1069-2509

Document Type

Article - Journal

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2024 IOS Press, All rights reserved.

Publication Date

01 Jan 1996