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Advances in Industrial Control

Neural Network Engineering in Dynamic Control Systems

Editors: Hunt, Kenneth J., Irwin, George R., Warwick, Kevin (Eds.)

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  • ISBN 978-1-4471-3066-6
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Softcover $119.99
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About this book

The series Advances in Industrial Control aims to report and encourage technology transfer in control engineering. The rapid development of control technology impacts all areas of the control discipline. New theory, new controllers, actuators, sensors, new industrial processes, computer methods, new applications, new philosophies, .... , new challenges. Much of this development work resides in industrial reports, feasibility study papers and the reports of advanced collaborative projects. The series offers an opportunity for researchers to present an extended exposition of such new work in all aspects of industrial control for wider and rapid dissemination. Within the control community there has been much discussion of and interest in the new Emerging Technologies and Methods. Neural networks along with Fuzzy Logic and Expert Systems is an emerging methodology which has the potential to contribute to the development of intelligent control technologies. This volume of some thirteen chapters edited by Kenneth Hunt, George Irwin and Kevin Warwick makes a useful contribution to the literature of neural network methods and applications. The chapters are arranged systematically progressing from theoretical foundations, through the training aspects of neural nets and concluding with four chapters of applications. The applications include problems as diverse as oven tempera­ ture control, and energy/load forecasting routines. We hope this interesting but balanced mix of material appeals to a wide range of readers from the theoretician to the industrial applications engineer.

Table of contents (13 chapters)

Table of contents (13 chapters)
  • Neural Approximation: A Control Perspective

    Pages 1-25

    Żbikowski, Rafał (et al.)

  • Dynamic Systems in Neural Networks

    Pages 27-41

    Warwick, Kevin (et al.)

  • Adaptive Neurocontrol of a Certain Class of MIMO Discrete-Time Processes Based on Stability Theory

    Pages 43-60

    Renders, Jean-Michel (et al.)

  • Local Model Architectures for Nonlinear Modelling and Control

    Pages 61-82

    Murray-Smith, Roderick (et al.)

  • On ASMOD — An Algorithm for Empirical Modelling using Spline Functions

    Pages 83-104

    Kavli, Tom (et al.)

Buy this book

eBook $89.00
price for USA in USD (gross)
  • ISBN 978-1-4471-3066-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.99
price for USA in USD
  • ISBN 978-1-4471-3068-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Neural Network Engineering in Dynamic Control Systems
Editors
  • Kenneth J. Hunt
  • George R. Irwin
  • Kevin Warwick
Series Title
Advances in Industrial Control
Copyright
1995
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London Limited
eBook ISBN
978-1-4471-3066-6
DOI
10.1007/978-1-4471-3066-6
Softcover ISBN
978-1-4471-3068-0
Series ISSN
1430-9491
Edition Number
1
Number of Pages
XIV, 282
Topics