Fault Detection and State Estimation in Automatic Control - Tapa dura

 
9783036597560: Fault Detection and State Estimation in Automatic Control
Tapa dura
ISBN 10: 3036597565 ISBN 13: 9783036597560
Editorial: MDPI AG, 2023

Sinopsis

Fault detection and state estimation are essential tasks for ensuring the reliability, safety and performance of automatic control systems. They play a critical role in detecting and isolating faults quickly and accurately, enabling timely corrective action and preventing system failures. The field of fault detection and state estimation has seen significant advances in recent years, driven by the integration of advanced methodologies with cutting-edge technologies, in particular artificial intelligence and deep learning. These techniques have demonstrated remarkable capabilities in fault diagnosis, state estimation and fault-tolerant control, especially in complex multi-sensor systems.

This Special Issue highlights and discusses the design and application of fault detection algorithms, the design and application of state estimation methods, the design and application of machine learning algorithms, the analysis of automatic control system characteristics, and the design and application of intelligent control systems. Nevertheless, many challenges remain and require attention, including scalability, computational efficiency, online implementation, fault isolation, fault recovery and fault-tolerant control. Additional research efforts are therefore essential to advance both the theory and practice of this critical task.

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Editorial
MDPI AG
Año de publicación
2023
Idioma
Inglés
ISBN 10 
3036597565
ISBN 13 
9783036597560
Encuadernación
Tapa dura
Número de páginas
248
Editor
Fu Hao, Du Sheng, Wang Wei
Contacto del fabricante
no disponible
Persona responsable
no disponible