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Structured Controllers for Uncertain Systems
A Stochastic Optimization Approach
Buch von Rosario Toscano
Sprache: Englisch

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Beschreibung
Structured Controllers for Uncertain Systems focuses on the development of easy-to-use design strategies for robust low-order or fixed-structure controllers (particularly the industrially ubiquitous PID controller). These strategies are based on a recently-developed stochastic optimization method termed the "Heuristic Kalman Algorithm" (HKA) the use of which results in a simplified methodology that enables the solution of the structured control problem without a profusion of user-defined parameters. An overview of the main stochastic methods employable in the context of continuous non-convex optimization problems is also provided and various optimization criteria for the design of a structured controller are considered; H¿, H2, and mixed H2/H¿ each merits a chapter to itself. Time-domain-performance specifications can be easily incorporated in the design.
Structured Controllers for Uncertain Systems focuses on the development of easy-to-use design strategies for robust low-order or fixed-structure controllers (particularly the industrially ubiquitous PID controller). These strategies are based on a recently-developed stochastic optimization method termed the "Heuristic Kalman Algorithm" (HKA) the use of which results in a simplified methodology that enables the solution of the structured control problem without a profusion of user-defined parameters. An overview of the main stochastic methods employable in the context of continuous non-convex optimization problems is also provided and various optimization criteria for the design of a structured controller are considered; H¿, H2, and mixed H2/H¿ each merits a chapter to itself. Time-domain-performance specifications can be easily incorporated in the design.
Über den Autor

Rosario Toscano was born in Catania, Italy. He received his masters degree with specialization in control from the Institut National des Sciences Appliquées de Lyon in 1996. He received the Ph.D. degree from the Ecole Centrale de Lyon in 2000. He received the HDR degree (Habilitation to Direct Research) from the University Jean Monnet of Saint-Etienne in 2007. He is currently an associate professor at the Ecole Nationale d'Ingénieurs de Saint-Etienne (ENISE). His research interests include dynamic reliability, fault detection, robust control, and multimodel approach applied to diagnosis and control.

Zusammenfassung

Shows the reader how to overcome system limitations imposed by lack of computing power or structure intrinsic to a controller

Detailed examples are provided throughout, to aid readers in familiarizing themselves with the concepts presented

Use of standard controllers such as PID make methods easily transferable to commercial controllers in the real world

Includes supplementary material: [...]

Inhaltsverzeichnis

Standard Stochastic Optimisation Methods.- Heuristic Kalman Algorithm.- Uncertain Linear Systems and Robustness.- H¿ Design of Fixed Structure Controllers.- H2 Design of Fixed Structure Controllers.- Mixed H2/H¿ Design of Fixed Structure Controllers.- Extension to Nonlinear Control via Multimodel Approach.

Details
Erscheinungsjahr: 2013
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Advances in Industrial Control
Inhalt: xxiv
298 S.
ISBN-13: 9781447151876
ISBN-10: 1447151879
Sprache: Englisch
Herstellernummer: 80029291
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Toscano, Rosario
Hersteller: Springer London
Springer-Verlag London Ltd.
Advances in Industrial Control
Maße: 241 x 160 x 23 mm
Von/Mit: Rosario Toscano
Erscheinungsdatum: 12.06.2013
Gewicht: 0,653 kg
Artikel-ID: 105998568
Über den Autor

Rosario Toscano was born in Catania, Italy. He received his masters degree with specialization in control from the Institut National des Sciences Appliquées de Lyon in 1996. He received the Ph.D. degree from the Ecole Centrale de Lyon in 2000. He received the HDR degree (Habilitation to Direct Research) from the University Jean Monnet of Saint-Etienne in 2007. He is currently an associate professor at the Ecole Nationale d'Ingénieurs de Saint-Etienne (ENISE). His research interests include dynamic reliability, fault detection, robust control, and multimodel approach applied to diagnosis and control.

Zusammenfassung

Shows the reader how to overcome system limitations imposed by lack of computing power or structure intrinsic to a controller

Detailed examples are provided throughout, to aid readers in familiarizing themselves with the concepts presented

Use of standard controllers such as PID make methods easily transferable to commercial controllers in the real world

Includes supplementary material: [...]

Inhaltsverzeichnis

Standard Stochastic Optimisation Methods.- Heuristic Kalman Algorithm.- Uncertain Linear Systems and Robustness.- H¿ Design of Fixed Structure Controllers.- H2 Design of Fixed Structure Controllers.- Mixed H2/H¿ Design of Fixed Structure Controllers.- Extension to Nonlinear Control via Multimodel Approach.

Details
Erscheinungsjahr: 2013
Fachbereich: Nachrichtentechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Reihe: Advances in Industrial Control
Inhalt: xxiv
298 S.
ISBN-13: 9781447151876
ISBN-10: 1447151879
Sprache: Englisch
Herstellernummer: 80029291
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Toscano, Rosario
Hersteller: Springer London
Springer-Verlag London Ltd.
Advances in Industrial Control
Maße: 241 x 160 x 23 mm
Von/Mit: Rosario Toscano
Erscheinungsdatum: 12.06.2013
Gewicht: 0,653 kg
Artikel-ID: 105998568
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