Predictive Approaches to Control of Complex Systems

Language: English

Published by J.B. Metzler, 2012

3642339468 / 9783642339462

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nach der Bestellung gedruckt Neuware - Printed after ordering - A predictive control algorithm uses a model of the controlled system to predict the system behavior for various input scenarios and determines the most appropriate inputs accordingly. Predictive controllers are suitable for a wide range of systems; therefore, their advantages are especially evident when dealing with relatively complex systems, such as nonlinear, constrained, hybrid, multivariate systems etc. However, designing a predictive control strategy for a complex system is generally a difficult task, because all relevant dynamical phenomena have to be considered. Establishing a suitable model of the system is an essential part of predictive control design. Classic modeling and identification approaches based on linear-systems theory are generally inappropriate for complex systems; hence, models that are able to appropriately consider complex dynamical properties have to be employed in a predictive control algorithm. This book first introduces some modeling frameworks, which can encompass the most frequently encountered complex dynamical phenomena and are practically applicable in the proposed predictive control approaches. Furthermore, unsupervised learning methods that can be used for complex-system identification are treated. Finally, several useful predictive control algorithms for complex systems are proposed and their particular advantages and drawbacks are discussed. The presented modeling, identification and control approaches are complemented by illustrative examples. The book is aimed towards researches and postgraduate students interested in modeling, identification and control, as well as towards control engineers needing practically usable advanced control methods for complex systems.

Seller Inventory # 9783642339462

Title
Predictive Approaches to Control of Complex Systems
Author
Igor ¿Krjanc
Publisher
J.B. Metzler
Publication year
2012
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3642339468
ISBN 13
9783642339462
Item weight
576 grams
Dimensions
241x160x20 mm

AHA-BUCH GmbH

Einbeck, Germany

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