Artificial Neural Networks for Intelligent Manufacturing
General Material Designation
[Book]
First Statement of Responsibility
edited by Cihan H. Dagli.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Dordrecht
Name of Publisher, Distributor, etc.
Springer Netherlands
Date of Publication, Distribution, etc.
1994
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(xvi, 469 pages)
SERIES
Series Title
Intelligent manufacturing series.
CONTENTS NOTE
Text of Note
One Intelligent manufacturing: Basic concepts and tools --; 1 Intelligent manufacturing systems --; 2 Intelligent systems architecture: Design techniques --; 3 Basic artificial neural network architectures --; 4 Hybrid intelligent systems: Tools for decision making in intelligent manufacturing --; Two Neurocomputing for intelligent manufacturing: Organization and coordination level applications --; 5 Conceptual design problem --; 6 Machine-part family formation --; 7 Process planning --; 8 Scheduling --; 9 Automated assembly systems --; 10 Manufacturing feature identification --; 11 Vision based inspection --; 12 Performance analysis of artificial neural network methods --; Three Neurocomputing for intelligent manufacturing: Execution level applications --; 13 Process monitoring and control --; 14 Adaptive control in manufacturing --; 15 Fuzzy neural control --; 16 Neural networks in continuous process diagnostics.
SUMMARY OR ABSTRACT
Text of Note
This book introduces the newly emerging technology of artificial neural networks and demonstrates its use in intelligent manufacturing systems.