Use of ANN in a Research Reactor Power Fuzzy Controller

Jorge S Benitez-Read; Da Ruan; Jorge A. Ruiz-Enciso; Régulo López-Callejas; Joel O Pacheco-Sotelo; Dirk Maes

Use of ANN in a Research Reactor Power Fuzzy Controller

Jorge S Benitez-Read, Da Ruan, Jorge A. Ruiz-Enciso, Régulo López-Callejas, Joel O Pacheco-Sotelo, Dirk Maes

Research output › peer-review

Abstract

Six artificial neural networks (ANN) were developed to compute the membership values of the consequents of a fuzzy rule evaluation table, which is part of a Mamdani type fuzzy controller. This controller is aimed to regulate the neutron power of a research nuclear reactor. The neural networks obtained were validated over a wide range of input data. These ANN offer the possibility of a parallel processing of the fuzzy inputs, thus reducing the response time of the controller.

Original language	English
Title of host publication	Computational Intelligence and Bioinspired Systems
Place of Publication	Heidelberg, Germany
Pages	1132-1139
State	Published - Jun 2005
Event	8th International Work-Conference on Artificial Neural Networks, IWANN 2005 - Vilanova i la Geltru, Barcelona Duration: 8 Jun 2005 → 10 Jun 2005

Conference

Conference	8th International Work-Conference on Artificial Neural Networks, IWANN 2005
Country/Territory	Spain
City	Barcelona
Period	2005-06-08 → 2005-06-10

Cite this

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title = "Use of ANN in a Research Reactor Power Fuzzy Controller",

abstract = "Six artificial neural networks (ANN) were developed to compute the membership values of the consequents of a fuzzy rule evaluation table, which is part of a Mamdani type fuzzy controller. This controller is aimed to regulate the neutron power of a research nuclear reactor. The neural networks obtained were validated over a wide range of input data. These ANN offer the possibility of a parallel processing of the fuzzy inputs, thus reducing the response time of the controller.",

keywords = "Neural Networks, IWANN 2005, Computational Intelligence, Bioinspired Systems",

author = "Benitez-Read, {Jorge S} and Da Ruan and Ruiz-Enciso, {Jorge A.} and R{\'e}gulo L{\'o}pez-Callejas and Pacheco-Sotelo, {Joel O} and Dirk Maes",

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isbn = "978-3-540-26208-4",

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T1 - Use of ANN in a Research Reactor Power Fuzzy Controller

AU - Benitez-Read, Jorge S

AU - Ruan, Da

AU - Ruiz-Enciso, Jorge A.

AU - López-Callejas, Régulo

AU - Pacheco-Sotelo, Joel O

A2 - Maes, Dirk

N1 - Score = 1

PY - 2005/6

Y1 - 2005/6

N2 - Six artificial neural networks (ANN) were developed to compute the membership values of the consequents of a fuzzy rule evaluation table, which is part of a Mamdani type fuzzy controller. This controller is aimed to regulate the neutron power of a research nuclear reactor. The neural networks obtained were validated over a wide range of input data. These ANN offer the possibility of a parallel processing of the fuzzy inputs, thus reducing the response time of the controller.

AB - Six artificial neural networks (ANN) were developed to compute the membership values of the consequents of a fuzzy rule evaluation table, which is part of a Mamdani type fuzzy controller. This controller is aimed to regulate the neutron power of a research nuclear reactor. The neural networks obtained were validated over a wide range of input data. These ANN offer the possibility of a parallel processing of the fuzzy inputs, thus reducing the response time of the controller.

KW - Neural Networks

KW - IWANN 2005

KW - Computational Intelligence

KW - Bioinspired Systems

UR - http://ecm.sckcen.be/OTCS/llisapi.dll/open/ezp_29434

UR - http://knowledgecentre.sckcen.be/so2/bibref/3473

M3 - In-proceedings paper

SN - 978-3-540-26208-4

SP - 1132

EP - 1139

BT - Computational Intelligence and Bioinspired Systems

CY - Heidelberg, Germany

T2 - 8th International Work-Conference on Artificial Neural Networks, IWANN 2005

Y2 - 8 June 2005 through 10 June 2005

ER -