Neurocontrol
Towards Industrial Control Methodology
Published on 8. September 1997
Book
Hardback
380 pages
978-0-471-17628-2 (ISBN)
Description
Neurocontrol is a general design approach for solving many kinds of nonlinear control problems. It has wide applications in control system engineering, in areas such as anti-skid brakes control, satellite attitude control and active suspension control. This book provides a methodology for controller design and implementation with neural network based techniques. It presents the basics of classical control, covers theory and concepts, and features case studies that illustrate theoretical concepts.
More details
Series
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
Illustrations
Dimensions
Height: 243 mm
Width: 164 mm
Thickness: 24 mm
Weight
756 gr
ISBN-13
978-0-471-17628-2 (9780471176282)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Person
Tomas Hrycej is Senior Researcher at the Daimler--Benz Research Center in Ulm, Germany; former senior researcher at PCS Computer Systems in Munich; and the author of Modular Learning in Neural Networks. The case studies presented in this book are based on Dr. Hrycej's work at the Daimler--Benz Research Center.
Content
Important Concepts of Classical Control; Fundamental Approaches to Neurocontrol; Neural Networks for Control; Optimization Methods for Neural Control; Plant Identification; Controller Training; Robust Neurocontrol; Neurocontrol and Adaptivity; Stability of Neurocontrollers; Recipe for Your first Neurocontrol Application. Case studies: Introductory Remarks to Case Studies; Elastomere Test Bench Control; Drive Train Test Bench Control; Lateral Control of Autonomous Vehicles; Biological Waste Water Treatment Control; Other Applications; Conclusion: Application Potential of Neurocontrol.