Model Predictive Control: Classical, Robust and Stochastic (eng)
Language: English
Published by Springer, 2015
Series: Book 17 of 28 - Advanced Textbooks in Control and Signal Processing
- Hardcover
- New

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- Title
- Model Predictive Control: Classical, Robust and Stochastic (eng)
- Author
- Kouvaritakis, Basil
- Publisher
- Springer
- Publication year
- 2015
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3319248510
- ISBN 13
- 9783319248516
- Item weight
- 7.94 kilograms
- Series
- Book 17 of 28: Advanced Textbooks in Control and Signal Processing
Predictive Control describes the development of tractable algorithms for uncertain, stochastic, constrained systems. The starting point is classical predictive control and the appropriate formulation of performance objectives and constraints to provide guarantees of closed-loop stability and performance. Moving on to robust predictive control, the text explains how similar guarantees may be obtained for cases in which the model describing the system dynamics is subject to additive disturbances and parametric uncertainties. Open- and closed-loop optimization are considered and the state of the art in computationally tractable methods based on uncertainty tubes presented for systems with additive model uncertainty. Finally, the tube framework is also applied to model predictive control problems involving hard or probabilistic constraints for the cases of multiplicative and stochastic model uncertainty. The book provides:
- extensive use of illustrative examples;
- sample problems; and
- discussion of novel control applications such as resource allocation for sustainable development and turbine-blade control for maximized power
Graduate students pursuing courses in model predictive control or more generally in ad
vanced or process control and senior undergraduates in need of a specialized treatment will findPredictive Control an invaluable guide to the state of the art in this important subject. For the instructor it provides an authoritative resource for the construction of courses."Synopsis" may belong to another edition of this title.
About the Author
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Brook Bookstore On Demand
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