Practical Design and Application of Model ...

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Sprache: Englisch

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Beschreibung

Practical Design and Application of Model Predictive Control is a self-learning resource on how to design, tune and deploy an MPC using MATLAB® and Simulink®. This reference is one of the most detailed publications on how to design and tune MPC controllers. Examples presented range from double-Mass spring system, ship heading and speed control, robustness analysis through Monte-Carlo simulations, photovoltaic optimal control, and energy management of power-split and air-handling control. Readers will also learn how to embed the designed MPC controller in a real-time platform such as Arduino®.

The selected problems are nonlinear and challenging, and thus serve as an excellent experimental, dynamic system to show the reader the capability of MPC. The step-by-step solutions of the problems are thoroughly documented to allow the reader to easily replicate the results. Furthermore, the MATLAB® and Simulink® codes for the solutions are available for free download. Readers can connect with the authors through the dedicated website which includes additional free resources at [...]

Inhaltsverzeichnis

1. Introduction
2. Theoretical Foundation of MPC
3. MPC Design for a Double Mass-Spring System
4. System Identification for a Ship
5. Single MPC Design for a Ship
6. Multiple MPC Design for a Ship
7. Monte-Carlo Simulations and Robustness Analysis for Multiple MPC of a Ship
8. MPC Design for Photovoltaic Cells
9. Real Time Embedded Target Application of MPC
10. MPC Design for Air-Handling Control of a Diesel Engine

Details

Erscheinungsjahr:	2018
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9780128139189
ISBN-10:	0128139188
Sprache:	Englisch
Herstellernummer:	C2017-0-00315-4
Einband:	Kartoniert / Broschiert
Autor:	Khaled, Nassim Pattel, Bibin
Hersteller:	Butterworth-Heinemann Elsevier Science & Technology
Verantwortliche Person für die EU:	preigu GmbH & Co. KG, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Maße:	12 x 152 x 229 mm
Von/Mit:	Nassim Khaled (u. a.)
Erscheinungsdatum:	09.05.2018
Gewicht:	0,43 kg