Especificação de um bloco funcional implementando rede neural para redes industriais foundations fieldbus

This work proposes the specification of a new function block according to Foundation Fieldbus standards. The new block implements an artificial neural network, which may be useful in process control applications. The specification includes the definition of a main algorithm, that implements a neural...

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Bibliographic Details
Main Author: Besch, Gáudio Vinícius Lopes (author)
Format: masterThesis
Language:por
Published: 2014
Subjects:
Online Access:https://repositorio.ufrn.br/jspui/handle/123456789/15266
Country:Brazil
Oai:oai:https://repositorio.ufrn.br:123456789/15266
Description
Summary:This work proposes the specification of a new function block according to Foundation Fieldbus standards. The new block implements an artificial neural network, which may be useful in process control applications. The specification includes the definition of a main algorithm, that implements a neural network, as well as the description of some accessory functions, which provide safety characteristics to the block operation. Besides, it also describes the block attributes emphasizing its parameters, which constitute the block interfaces. Some experimental results, obtained from an artificial neural network implementation using actual standard functional blocks on a laboratorial FF network, are also shown, in order to demonstrate the possibility and also the convenience of integrating a neural network to Fieldbus devices