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Model Predictive Control System Design and Implementation Using Matlab(r)
Paperback
Series: Advances in Industrial Control
Technology & EngineeringChemistryGeneral Mathematics
ISBN13: 9781849968362
Publisher: Springer Nature
Published: Oct 21 2010
Pages: 378
Weight: 1.25
Height: 0.84 Width: 6.14 Depth: 9.21
Language: English
Model Predictive Control System Design and Implementation Using MATLAB(R) proposes methods for design and implementation of MPC systems using basis functions that confer the following advantages: - continuous- and discrete-time MPC problems solved in similar design frameworks; - a parsimonious parametric representation of the control trajectory gives rise to computationally efficient algorithms and better on-line performance; and - a more general discrete-time representation of MPC design that becomes identical to the traditional approach for an appropriate choice of parameters.
After the theoretical presentation, coverage is given to three industrial applications. The subject of quadratic programming, often associated with the core optimization algorithms of MPC is also introduced and explained.
The technical contents of this book is mainly based on advances in MPC using state-space models and basis functions. This volume includes numerous analytical examples and problems and MATLAB(R) programs and exercises.
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