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Explicit nonlinear model predictive control: theory and applications

Alexandra Grancharova, Tor Arne Johansen ([Springer, ], 2012)

 Abstract

This book considers the multi-parametric Nonlinear Programming (mp-NLP) approaches to explicit approximate NMPC of constrained nonlinear systems, developed by the authors, as well as their applications to various NMPC problem formulations and several case studies. The following types of nonlinear systems are considered, resulting in different NMPC problem formulations;
Ø Nonlinear systems described by first-principles models and nonlinear systems described by black-box models;
- Nonlinear systems with continuous control inputs and nonlinear systems with quantized control inputs;
- Nonlinear systems without uncertainty and nonlinear systems with uncertainties (polyhedral description of uncertainty and stochastic description of uncertainty);
- Nonlinear systems, consisting of interconnected nonlinear sub-systems.
The proposed mp-NLP approaches are illustrated with applications to several case studies, which are taken from diverse areas such as automotive mechatronics, compressor control, combustion plant control, reactor control, pH maintaining system control, cart and spring system control, and diving computers.

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 Metadata

Collection Type : eBooks
Call Number : e20398271
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Publishing : Berlin: [Springer, ], 2012
Responsibility Statement Alexandra Grancharova, Tor Arne Johansen
Language Code eng
Edition
Collection Source Springer
Cataloguing Source LibUI eng rda
Content Type text
Media Type computer
Carrier Type online resource
Physical Description xiv, 234 pages : illustration
Link http://link.springer.com/book/10.1007%2F978-3-642-28780-0
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e20398271 02-17-427124413 TERSEDIA
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