Economic Nonlinear Model Predictive Control: 12 (Foundations and Trends in Systems and Control) - Softcover

Faulwasser, Timm; Grüne, Lars; Müller, Matthias A.

Softcover

ISBN 10: 1680833928 ISBN 13: 9781680833928

Verlag: Now Publishers Inc, 2018

Inhaltsangabe

Model Predictive Control (MPC) can be dated back to the 1960s, and can now be regardedas a mature control method, which has had significant impact on industrial process control. It is applied in many control systems and has been extended to include non-linear dynamics and non-convex constraints.

Of increasing importance in all such control systems in the economic benefits within the design of the system. Traditionally, the so-called control pyramid has been the main technique to do this, whereby economic targets are translated into setpoints and reference trajectories, which are in

turn stabilized by control techniques such as MPC. At the same time, in process systems engineering and other fields of application, one aims at economic process operation and much attention has been given to this and the term Economic Model Predictive Control (EMPC) has been coined.

Economic Nonlinear Model Predictive Control provides a concise overview of different approaches on the question of stability and optimality in different formulations of EMPC. It is the first monograph to cover approaches both with and without terminal constraints and end penalties, and turnpike/dissipativity-based settings as well as Lyapunov-based approaches.

This monograph is an accessible tutorial on the state-of-the-art in model predictive control. Students and researchers will find a clear exposition of current knowledge upon which they can build their own research.

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Reseña del editor

Model Predictive Control (MPC) can be dated back to the 1960s, and can now be regardedas a mature control method, which has had significant impact on industrial process control. It is applied in many control systems and has been extended to include non-linear dynamics and non-convex constraints.

Of increasing importance in all such control systems in the economic benefits within the design of the system. Traditionally, the so-called control pyramid has been the main technique to do this, whereby economic targets are translated into setpoints and reference trajectories, which are in

turn stabilized by control techniques such as MPC. At the same time, in process systems engineering and other fields of application, one aims at economic process operation and much attention has been given to this and the term Economic Model Predictive Control (EMPC) has been coined.

Economic Nonlinear Model Predictive Control provides a concise overview of different approaches on the question of stability and optimality in different formulations of EMPC. It is the first monograph to cover approaches both with and without terminal constraints and end penalties, and turnpike/dissipativity-based settings as well as Lyapunov-based approaches.

This monograph is an accessible tutorial on the state-of-the-art in model predictive control. Students and researchers will find a clear exposition of current knowledge upon which they can build their own research.

Details zur Ausgabe

• Verlag: Now Publishers Inc
• Erscheinungsdatum: 2018
• Sprache: Englisch
• ISBN 10: 1680833928
• ISBN 13: 9781680833928
• Einband: Tapa blanda
• Anzahl der Seiten: 118
• Kontakt zum Hersteller: Nicht verfügbar