Intelligent Fault Diagnosis and Accommodation Control

1. Auflage 2020
ISBN: 978-0-367-20879-0
Verlag: CRC PR INC

Buch, Englisch, 274 Seiten, Format (B × H): 155 mm x 236 mm, Gewicht: 499 g

Reihe: Automation and Control Enginee

Control systems include many components, such as transducers, sensors, actuators and mechanical parts. These components are required to be operated under some specific conditions. However, due to prolonged operations or harsh operating environment, the properties of these devices may degrade to an unacceptable level, causing more regular fault occurrences. It is therefore necessary to diagnose faults and provide the fault-accommodation control which compensates for the fault of the component by substituting a configuration of redundant elements so that the system continues to operate satisfactorily.

In this book, we present a result of several years of work in the area of fault diagnosis and fault-accommodation control. It aims at information estimate methods when faults occur. The book uses the model built from the plant or process, to detect and isolate failures, in contrast to traditional hardware or statistical technologies dealing with failures. It presents model-based learning and design technologies for fault detection, isolation and identification as well as fault-tolerant control. These models are also used to analyse the fault detectability and isolability conditions and discuss the stability of the closed-loop system. It is intended to report new technologies in the area of fault diagnosis, covering fault analysis and control strategies of design for various applications. The book addresses four main schemes: modelling of actuator or sensor faults; fault detection and isolation; fault identification, and fault reconfiguration (accommodation) control. It also covers application issues in the monitoring control of actuators, providing several interesting case studies for more application-oriented readers.

Autoren/Hrsg.

Huang, Sunan

Tan, Kok Kiong

Er, Poi Voon

Lee, Tong Heng

Fachgebiete

• Sozialwissenschaften Psychologie Allgemeine Psychologie Differentielle Psychologie, Persönlichkeitspsychologie
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Sensorik
• Technische Wissenschaften Elektronik | Nachrichtentechnik Elektronik Bauelemente, Schaltkreise
• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik

Inhaltsverzeichnis

Introduction. Fault Types and Modelling. Model-Based Fault Detection. Model-Based Fault Isolation. Model-based fault Identification. Model-based Fault Accommodation Control. Model-Based Fault Accommodation Control of Robotic Systems. Fault Diagnosis and Fault Accommodation Control for Multiagent Systems. Case Studies. Bibliography. Index.

Über Autor(innen)

Huang Sunan is a Senior Research Scientist in Temasek Laboratories, National University of Singapore. His research interests include fault diagnosis and accommodation, adaptive control, neural network control, and unmanned systems.

Tan Kok Kiong is currently a Professor with the Department of Electrical and Computer Engineering, National University of Singapore. His current research interests are in the areas of advanced control and auto-tuning, precision instrumentation and control, and general industrial automation.

Er Poi Voon is a Senior Research Scientist in Temasek Laboratories, National University of Singapore. His research interests include error compensation of fault diagnosis and accommodation, adaptive control, neural network control and unmanned systems.

Lee Tong Heng is a Professor in the Department of Electrical and Computer Engineering at the National University of Singapore (NUS); and also a Professor in the NUS Graduate School, NUS NGS. Dr. Lee's research interests are in the areas of adaptive systems, knowledge-based control, intelligent mechatronics and computational intelligence. He currently holds Associate Editor appointments in the IEEE Transactions in Systems, Man and Cybernetics; Control Engineering Practice (an IFAC journal); and the International Journal of Systems Science (Taylor and Francis, London). In addition, he is the Deputy Editor-in-Chief of IFAC Mechatronics journal.