Article | REF: S7582 V1

Industrial process control using neural networks

Authors: Fabrice SORIN, Lionel BROUSSARD, Pierre ROBLIN

Publication date: June 10, 2001

You do not have access to this resource.
Click here to request your free trial access!

Already subscribed? Log in!


Français

2. Artificial neural networks for automation technology

Artificial neural networks are tools for representing the complex functional relationships required by modern control systems. Recorded information is sent to the neurons in a network and stored using weighting factors. Networks are trained on the basis of real-life examples, online if possible.

Since these neural networks can be trained to acquire the desired behavior, they are universal modules designed for use wherever it is necessary to describe complex behavior by example and illustrate it with a functional representation.

Networks are therefore used to develop models describing the transfer characteristics of non-linear systems, which are very difficult to describe. They are used for signal prediction, adaptive control, adaptive filtering, classification, monitoring and system diagnosis.

You do not have access to this resource.

Exclusive to subscribers. 97% yet to be discovered!

You do not have access to this resource.
Click here to request your free trial access!

Already subscribed? Log in!


The Ultimate Scientific and Technical Reference

A Comprehensive Knowledge Base, with over 1,200 authors and 100 scientific advisors
+ More than 10,000 articles and 1,000 how-to sheets, over 800 new or updated articles every year
From design to prototyping, right through to industrialization, the reference for securing the development of your industrial projects

This article is included in

Control and systems engineering

This offer includes:

Knowledge Base

Updated and enriched with articles validated by our scientific committees

Services

A set of exclusive tools to complement the resources

Practical Path

Operational and didactic, to guarantee the acquisition of transversal skills

Doc & Quiz

Interactive articles with quizzes, for constructive reading

Subscribe now!

Ongoing reading
Artificial neural networks for automation technology