Iterative Learning Control

Name: Iterative Learning Control
Brand: Springer London Ltd
SKU: 9781447167709
Price: 773.92 RON
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An Optimization Paradigm

Autor: David H. Owens

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Editura: Springer London Ltd

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This book develops a coherent theoretical approach to algorithm design for iterative learning contro...

Informații despre carte

Autor

David H. Owens

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2015

Pagini

456

EAN

9781447167709

ISBN

1447167708

Enbook ID

09523546

Editura

Springer London Ltd

Greutate

8454

Dimensiuni

155 x 235 x 243

Descriere completă

This book develops a coherent theoretical approach to algorithm design for iterative learning control based on the use of optimization concepts. Concentrating initially on linear, discrete-time systems, the author gives the reader access to theories based on either signal or parameter optimization. Although the two approaches are shown to be related in a formal mathematical sense, the text presents them separately because their relevant algorithm design issues are distinct and give rise to different performance capabilities.§§Together with algorithm design, the text demonstrates that there are new algorithms that are capable of incorporating input and output constraints, enable the algorithm to reconfigure systematically in order to meet the requirements of different reference signals and also to support new algorithms for local convergence of nonlinear iterative control. Simulation and application studies are used to illustrate algorithm properties and performance in systems like gantry robots and other electromechanical and/or mechanical systems.§§ Iterative Learning Control will interest academics and graduate students working in control who will find it a useful reference to the current status of a powerful and increasingly popular method of control. The depth of background theory and links to practical systems will be of use to engineers responsible for precision repetitive processes.§§

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Iterative Learning Control

An Optimization Paradigm

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