Next Article in Journal
A Root-Finding Algorithm with Fifth Order Derivatives
Previous Article in Journal
Cutting Tool Condition Monitoring Using Surface Texture via Neural Network
Article Menu

Article Versions

Export Article

Open AccessArticle
Math. Comput. Appl. 2003, 8(2), 245-252; doi:10.3390/mca8020245

Fuzzy Inference System Based on Neural Network for Technological Process Control

Near East University, Department of Computer Engineering, P.O. Box 670, Letkosha, TRNC, Mersin-lO, Turkey
Published: 1 August 2003
Download PDF [484 KB, uploaded 31 March 2016]


The implementation of a fuzzy system for technological process control based on parallel architecture and learning capabilities of neural networks is considered. The algorithms of fuzzy inference system on neural network (neuro-fuzzy system) are described. To train unknown coefficients of the system, the supervised learning algorithm is used. As a result of learning, the rules of neuro-fuzzy system are generated. The neuro-fuzzy system is applied to control a dynamic plant. Using desired time response characteristics of the system the synthesis of neuro-fuzzy controller for technological process control is carried out. The simulation result of the neuro-fuzzy control system is compared with the simulation results of control systems based on PID- and neural controller. It is found that the neuro-fuzzy control system has better control performance than the others.
Keywords: uzzy logic; neural network; neuro-fuzzy system; control system uzzy logic; neural network; neuro-fuzzy system; control system
This is an open access article distributed under the Creative Commons Attribution License (CC BY 3.0).

Scifeed alert for new publications

Never miss any articles matching your research from any publisher
  • Get alerts for new papers matching your research
  • Find out the new papers from selected authors
  • Updated daily for 49'000+ journals and 6000+ publishers
  • Define your Scifeed now

SciFeed Share & Cite This Article

MDPI and ACS Style

Abiyev, R. Fuzzy Inference System Based on Neural Network for Technological Process Control. Math. Comput. Appl. 2003, 8, 245-252.

Show more citation formats Show less citations formats

Article Metrics

Article Access Statistics



[Return to top]
Math. Comput. Appl. EISSN 2297-8747 Published by MDPI AG, Basel, Switzerland RSS E-Mail Table of Contents Alert
Back to Top