Design and Implementation of Intelligent Manufacturing Systems: From Expert Systems, Neural Networks, to Fuzzy Logic

Design and Implementation of Intelligent Manufacturing Systems: From Expert Systems, Neural Networks, to Fuzzy Logic

by Mohammed Jamshidi, Mohammad Jamshidi
     
 

The introduction of artificial intelligence, neural networks, and fuzzy logic into industry has given a new perspective to manufacturing processes in the U.S. and abroad. To help readers keep pace, this book addresses topics of intelligent manufacturing from a variety of theoretical, empirical, design, and implementation perspectives.

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Overview

The introduction of artificial intelligence, neural networks, and fuzzy logic into industry has given a new perspective to manufacturing processes in the U.S. and abroad. To help readers keep pace, this book addresses topics of intelligent manufacturing from a variety of theoretical, empirical, design, and implementation perspectives.

Product Details

ISBN-13:
9780134582177
Publisher:
Prentice Hall
Publication date:
05/24/1995
Series:
Prentice Hall Series on Environmental and Intelligent Manufacturing Systems
Pages:
390
Product dimensions:
7.00(w) x 9.30(h) x 1.00(d)

Table of Contents

Ch. 1Workcell Programming Language for Intelligent Manufacturing Systems1
Ch. 2An Intelligent System for Automating the Inspection of Manufacturing Parts19
Ch. 3An Intelligent Hybrid System for Synthesis and Control of a Metal Forming Process39
Ch. 4Intelligent Diagnostics in Robotics and Integrated Manufacturing Systems65
Ch. 5Fuzzy Logic Controller for Part Routing81
Ch. 6Fuzzy-Logic Control as an Industrial Control Language for Embedded Controllers107
Ch. 7Using Neural Networks for the Automatic Monitoring and Recognition of Signals in Manufacturing Processes141
Ch. 8Artificial Neural Network Approach in Modeling of EDM and Wire-EDM Processes161
Ch. 9A Knowledge-Based Expert System for Selection of Industrial Robots187
Ch. 10A Case-Based Knowledge System to Trouble Shoot Failures in a Manufacturing Environment211
Ch. 11Partially-overlapped Systems: the Scheduling Problem241
Ch. 12An Object-Oriented Approach to Feature-Based Process Planning275
Ch. 13Intelligent Feature Extraction for Concurrent Design and Manufacturing301
Ch. 14CAD in Automatic Machine Programming325
Ch. 15Fault Diagnosis of Large Manufacturing Processes359
Author Index387
Subject Index389

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