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portada Model Predictive Control System Design and Implementation Using Matlab® (Advances in Industrial Control)
Type
Physical Book
Publisher
Author
Year
2009
Language
English
Pages
378
Format
Hardcover
Weight
1.70
ISBN
1848823304
ISBN13
9781848823303
Edition No.
2009
Categories

Model Predictive Control System Design and Implementation Using Matlab® (Advances in Industrial Control)

Liuping Wang (Author) · Springer · Hardcover

Model Predictive Control System Design and Implementation Using Matlab® (Advances in Industrial Control) - Liuping Wang

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Synopsis "Model Predictive Control System Design and Implementation Using Matlab® (Advances in Industrial Control) "

Model Predictive Control System Design and Implementation Using MATLAB® 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® programs and exercises.

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