Fuzzy Inference System - Theory and Applns. [engineering]

518 Pages·2012·14.025 MB·English

by  M. Azeem

FUZZY INFERENCE
SYSTEM –
THEORY AND
APPLICATIONS

Edited by Mohammad Fazle Azeem
Fuzzy Inference System – Theory and Applications
Edited by Mohammad Fazle Azeem

Published by InTech
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Copyright © 2012 InTech
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First published April, 2012
Printed in Croatia

A free online edition of this book is available at www.intechopen.com
Additional hard copies can be obtained from [email protected]

Fuzzy Inference System – Theory and Applications, Edited by Mohammad Fazle Azeem
p. cm.
ISBN 978-953-51-0525-1

Contents

Preface IX
Section 1 Theory 1
Chapter 1 Fuzzy Logic, Knowledge and Natural Language 3
Gaetano Licata
Section 2 Application to Management Problems 19
Chapter 2 Applications of Fuzzy Logic in
Risk Assessment – The RA_X Case 21
Isabel L. Nunes and Mário Simões-Marques
Chapter 3 A Fuzzy Approach for Risk Analysis with Application in
Project Management 41
Sina Khanmohammadi and Javad Jassbi
Chapter 4 A Concise Fuzzy Rule Base to Reason Student Performance
Based on Rough-Fuzzy Approach 63
Norazah Yusof, Nor Bahiah Ahmad,
Mohd. Shahizan Othman and Yeap Chun Nyen
Section 3 Application to Mechanical and
Industrial Engineering Problems 83
Chapter 5 Control of Efficient Intelligent Robotic
Gripper Using Fuzzy Inference System 85
A.M. Zaki, O.A. Mahgoub, A.M. El-Shafei and A.M. Soliman
Chapter 6 Fuzzy Logic Controller for
Mechatronics and Automation 113
Muhammad Mahbubur Rashid and Mohamed Azlan Hussain
Chapter 7 Fuzzy Inference Systems Applied to the Analysis of
Vibrations in Electrical Machines 135
Fredy Sanz, Juan Ramírez and Rosa Correa
VI Contents

Chapter 8 The Hybrid Intelligent Method Based on Fuzzy Inference
System and Its Application to Fault Diagnosis 153
Yaguo Lei
Chapter 9 Some Studies on Noise and Its Effects on
Industrial/Cognitive Task Performance and Modeling 171
Ahmed Hameed Kaleel and Zulquernain Mallick
Chapter 10 Fuzzy Inference System for Data Processing in
Industrial Applications 215
Silvia Cateni and Valentina Colla
Section 4 Application to Image Processing and
Cognition Problems 241
Chapter 11 Fuzzy Inference Systems Applied to
Image Classification in the Industrial Field 243
Silvia Cateni, Valentina Colla, Marco Vannucci and Alice Borselli
Chapter 12 Edge Detection Based on Fuzzy Logic and
Expert System 271
Shuliang Sun, Chenglian Liu, Sisheng Chen
Chapter 13 Type-2 Fuzzy Logic for Edge Detection of
Gray Scale Images 279
Abdullah Gubbi and Mohammad Fazle Azeem
Chapter 14 Neuro-Fuzzy Prediction for Brain-Computer
Interface Applications 299
Wei-Yen Hsu
Section 5 Application to Power System Engineering Problems 313
Chapter 15 Fault Diagnosis in Power Distribution Network Using
Adaptive Neuro-Fuzzy Inference System (ANFIS) 315
Rasli, Hussain and Fauzi
Chapter 16 A Multi Adaptive Neuro Fuzzy Inference System for Short
Term Load Forecasting by Using Previous Day Features 337
Zohreh Souzanchi Kashani
Chapter 17 Fuzzy Inference System in Energy Demand Prediction 355
Thair Mahmoud, Daryoush Habibi,
Octavian Bass and Stefan Lachowics
Section 6 Application to System Modeling and Control Problems 377
Chapter 18 Control Application Using Fuzzy Logic:
Design of a Fuzzy Temperature Controller 379
R.M. Aguilar, V. Muñoz and Y. Callero
Contents VII

Chapter 19 An Evolutionary Fuzzy Hybrid System for
Educational Purposes 397
Ahmed Ali Abadalla Esmin, Marcos Alberto de Carvalho,
Carlos Henrique Valério de Moraes and Germano Lambert-Torres
Chapter 20 System Identification Using Fuzzy Cerebellar Model
Articulation Controllers 421
Cheng-Jian Lin and Chun-Cheng Peng
Section 7 Application to Civil Engineering Problems 443
Chapter 21 Fuzzy Inference System as a Tool for Management of
Concrete Bridges 445
Amir Tarighat
Chapter 22 Neural Network and Adaptive Neuro-Fuzzy Inference System
Applied to Civil Engineering Problems 471
Mohammed A. Mashrei