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Model-Free Predictive Control

An Algorithmic Approach

Language EnglishEnglish
Book Paperback
Book Model-Free Predictive Control Tim Barry
Libristo code: 06830522
Publishers VDM Verlag Dr. Müller, November 2009
This book presents a data-driven approach to constrained control in the form of a subspace-based sta... Full description
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This book presents a data-driven approach to constrained control in the form of a subspace-based state-space system identification algorithm integrated into a model predictive controller. Previous research into this area focused on the system identification aspects resulting in an omission of many of the features that would make such a control strategy attractive to industry. These features include constraint handling, zero-offset set-point tracking and non-stationary disturbance rejection. Parameterisation with Laguerre orthonormal functions was proposed for the reduction in computational load of the controller. Simulation studies were performed using three real-world systems demonstrating: identification capabilities in the presence of white noise and non-stationary disturbances; unconstrained and constrained control; and the benefits and costs of parameterisation with Laguerre polynomials. The discussed algorithms have also been presented in Matlab code.

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About the book

Full name Model-Free Predictive Control
Author Tim Barry
Language English
Binding Book - Paperback
Date of issue 2010
Number of pages 180
EAN 9783639227406
Libristo code 06830522
Weight 284
Dimensions 150 x 220 x 11
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