Model-based fault diagnosis : methods for state-space systems / Zhenhua Wang, Yi Shen.

This book investigates in detail model-based fault diagnosis methods, including observer-based residual generation, residual evaluation based on threshold computation, observer-based fault isolation strategies, observer-based fault estimation, Kalman filter-based fault diagnosis methods, and parity...

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Bibliographic Details
Main Authors: Wang, Zhenhua (Author), Shen, Yi (Author)
Format: eBook
Language:English
Published: Singapore : Springer, [2023]
Series:Studies in systems, decision and control ; v. 221.
Subjects:
Online Access:Click for online access

MARC

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100 1 |a Wang, Zhenhua,  |e author.  |0 (orcid)0000-0003-4923-9381  |1 https://orcid.org/0000-0003-4923-9381 
245 1 0 |a Model-based fault diagnosis :  |b methods for state-space systems /  |c Zhenhua Wang, Yi Shen. 
264 1 |a Singapore :  |b Springer,  |c [2023] 
300 |a 1 online resource (xv, 200 pages) :  |b illustrations (some color). 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Studies in systems, decision and control,  |x 2198-4190 ;  |v volume 221 
505 0 |a Introduction -- Modelling for Fault Diagnosis -- Observer-Based Residual Generation -- Robust Residual Generation Based on Unknown Input Observer -- Optimal Robust Residual Generation -- Residual Evaluation Based on Threshold Computation -- Fault Isolation Based on Structured Residual Generation -- Fault Isolation Based on Directional Residual Generation -- Observer-Based Fault Estimation -- Kalman Filter-Based Fault Diagnosis -- Parity Space Approaches. 
520 |a This book investigates in detail model-based fault diagnosis methods, including observer-based residual generation, residual evaluation based on threshold computation, observer-based fault isolation strategies, observer-based fault estimation, Kalman filter-based fault diagnosis methods, and parity space approach. Studies on model-based fault diagnosis have attracted engineers and scientists from various disciplines, such as electrical, aerospace, mechanical, and chemical engineering. Pursuing a holistic approach, the book establishes a fundamental framework for this topic, while emphasizing the importance of state-space approach. The methods introduced in the book are systemic and easy to follow. The book is intended for undergraduate and graduate students who are interested in fault diagnosis and state estimation, researchers investigating fault diagnosis and fault-tolerant control, and control system design engineers working on safety-critical systems. 
504 |a Includes bibliographical references. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed October 31, 2022). 
650 0 |a Fault location (Engineering) 
650 0 |a Fault tolerance (Engineering) 
650 7 |a Fault location (Engineering)  |2 fast 
650 7 |a Fault tolerance (Engineering)  |2 fast 
700 1 |a Shen, Yi,  |e author.  |0 (orcid)0000-0002-3198-1927  |1 https://orcid.org/0000-0002-3198-1927 
830 0 |a Studies in systems, decision and control ;  |v v. 221.  |x 2198-4190 
856 4 0 |u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-981-19-6706-1  |y Click for online access 
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