Optimization for Control, Observation and Safety - Tapa blanda

 
9783039284405: Optimization for Control, Observation and Safety
Tapa blanda
ISBN 10: 3039284401 ISBN 13: 9783039284405
Editorial: MDPI AG, 2020

Sinopsis

Mathematical optimization is the selection of the best element in a set with respect to a given criterion. Optimization has become one of the most used tools in control theory to compute control laws, adjust parameters (tuning), estimate states, fit model parameters, find conditions in order to fulfill a given closed-loop property, among others. Optimization also plays an important role in the design of fault detection and isolation systems to prevent safety hazards and production losses that require the detection and identification of faults, as early as possible to minimize their impacts by implementing real-time fault detection and fault-tolerant systems. Recently, it has been proven that many optimization problems with convex objective functions and linear matrix inequality (LMI) constraints can be solved easily and efficiently using existing software, which increases the flexibility and applicability of the control algorithms. Therefore, real-world control systems need to comply with several conditions and constraints that have to be taken into account in the problem formulation, which represents a challenge in the application of the optimization algorithms. This book offers an overview of the state-of-the-art of the most advanced optimization techniques and their applications in control engineering.

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Editorial
MDPI AG
Año de publicación
2020
Idioma
Inglés
ISBN 10 
3039284401
ISBN 13 
9783039284405
Encuadernación
Tapa blanda
Número de páginas
500
Editor
Rotondo Damiano, López-Estrada Francisco-Ronay, Valencia-Palomo Guillermo
Contacto del fabricante
no disponible
Persona responsable
no disponible