Observer-Based Fault Estimation Techniques

Nonfiction, Science & Nature, Technology, Automation, Computers, Advanced Computing, Artificial Intelligence
Cover of the book Observer-Based Fault Estimation Techniques by Bin Jiang, Ke Zhang, Vincent Cocquempot, Peng Shi, Springer International Publishing
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Author: Bin Jiang, Ke Zhang, Vincent Cocquempot, Peng Shi ISBN: 9783319674926
Publisher: Springer International Publishing Publication: October 11, 2017
Imprint: Springer Language: English
Author: Bin Jiang, Ke Zhang, Vincent Cocquempot, Peng Shi
ISBN: 9783319674926
Publisher: Springer International Publishing
Publication: October 11, 2017
Imprint: Springer
Language: English

This book investigates observer-fault estimation techniques in detail, while also highlighting recent research and findings regarding fault estimation. Many practical control systems are subject to possible malfunctions, which may cause significant performance loss or even system instability. To improve the reliability, performance and safety of dynamical systems, fault diagnosis techniques are now receiving considerable attention, both in research and applications, and have been the subject of intensive investigations. Fault detection – the essential first step in fault diagnosis – is a binary decision-making process used to determine whether or not a fault has occurred. In turn, fault isolation is used to identify the location of the faulty component, while fault estimation is used to identify the size of the fault online. Compared with the problems involved in fault detection and isolation, fault estimation is considerably more challenging.

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This book investigates observer-fault estimation techniques in detail, while also highlighting recent research and findings regarding fault estimation. Many practical control systems are subject to possible malfunctions, which may cause significant performance loss or even system instability. To improve the reliability, performance and safety of dynamical systems, fault diagnosis techniques are now receiving considerable attention, both in research and applications, and have been the subject of intensive investigations. Fault detection – the essential first step in fault diagnosis – is a binary decision-making process used to determine whether or not a fault has occurred. In turn, fault isolation is used to identify the location of the faulty component, while fault estimation is used to identify the size of the fault online. Compared with the problems involved in fault detection and isolation, fault estimation is considerably more challenging.

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