Journal ArticleDOI
Survey of robust residual generation and evaluation methods in observer-based fault detection systems
P.M. Frank,X. Ding +1 more
TLDR
In this paper, the authors outline recent advances of the theory of observer-based fault diagnosis in dynamic systems towards the design of robust techniques of residual generation and residual evaluation, including H∞ theory, nonlinear unknown input observer theory, adaptive observer theory and artificial intelligence including fuzzy logic, knowledge-based techniques and the natural intelligence of the human operator.About:
This article is published in Journal of Process Control.The article was published on 1997-12-01. It has received 1277 citations till now. The article focuses on the topics: State observer & Fault detection and isolation.read more
Citations
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Book
Robust Model-Based Fault Diagnosis for Dynamic Systems
Jie Chen,Ron J. Patton +1 more
TL;DR: Robust Model-Based Fault Diagnosis for Dynamic Systems targets both newcomers who want to get into this subject, and experts who are concerned with fundamental issues and are also looking for inspiration for future research.
Journal ArticleDOI
Bibliographical review on reconfigurable fault-tolerant control systems
Youmin Zhang,Jin Jiang +1 more
TL;DR: A bibliographical review on reconfigurable fault-tolerant control systems (FTCS) is presented, with emphasis on the reconfiguring/restructurable controller design techniques.
Book
Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools
TL;DR: This book is to introduce basic model-based FDI schemes, advanced analysis and design algorithms and the needed mathematical and control theory tools at a level for graduate students and researchers as well as for engineers.
Journal ArticleDOI
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
TL;DR: The three-part survey paper aims to give a comprehensive review of real-time fault diagnosis and fault-tolerant control, with particular attention on the results reported in the last decade.
Journal ArticleDOI
A Review on Basic Data-Driven Approaches for Industrial Process Monitoring
TL;DR: A basic data-driven design framework with necessary modifications under various industrial operating conditions is sketched, aiming to offer a reference for industrial process monitoring on large-scale industrial processes.
References
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Journal ArticleDOI
Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy—a survey and some new results
TL;DR: In this article, the authors review the state of the art of fault detection and isolation in automatic processes using analytical redundancy, and present some new results with emphasis on the latest attempts to achieve robustness with respect to modelling errors.
Journal ArticleDOI
Detecting changes in signals and systems—a survey
TL;DR: A tentative general framework for change detection in signals and systems is presented, based upon a non-exhaustive survey of available methods, which are presented according to the increasing order of complexity of the change problem.
Journal ArticleDOI
Design of observers for linear systems with unknown inputs
M. Hou,P.C. Muller +1 more
TL;DR: In this paper, a design of reduced-order observers for linear systems with unknown inputs is presented with a straightforward treatment, and explanations are given within the framework of descriptor system observer design principles.
Journal ArticleDOI
A geometric approach to the synthesis of failure detection filters
TL;DR: In this paper, a geometric formulation of the failure detection filter problem using the concepts of (C, A) -invariant and unobservability subspaces is presented.