Journal ArticleDOI
Passive Robust Fault Detection Using Non-Linear Interval Observers: Application to the DAMADICS Benchmark Problem
TLDR
In this article, the passive approach to robust fault-detection based on adaptive thresholds produced using a model with uncertain parameters bounded in intervals, also known as an "interval model", is presented in the context of observer methodology, deriving their corresponding interval version.About:
This article is published in IFAC Proceedings Volumes.The article was published on 2003-06-01. It has received 70 citations till now. The article focuses on the topics: Fault detection and isolation & Robustness (computer science).read more
Citations
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Journal ArticleDOI
Design of interval observers for uncertain dynamical systems
Denis Efimov,Tarek Raïssi +1 more
TL;DR: Main tools and techniques for design of interval observers are reviewed in this tutorial for continuous-time, discrete-time and time-delayed systems.
Journal ArticleDOI
Brief paper: Interval observer design for consistency checks of nonlinear continuous-time systems
TL;DR: A procedure based on interval analysis is proposed to build a guaranteed qLPV (quasi-Linear Parameter-Varying) approximation of the nonlinear model.
Journal ArticleDOI
Fault diagnosis and fault tolerant control using set-membership approaches: Application to real case studies
TL;DR: The use of set-membership methods in fault diagnosis (FD) and fault tolerant control (FTC) using a deterministic unknown-but-bounded description of noise and parametric uncertainty (interval models).
Journal ArticleDOI
FDI and FTC of wind turbines using the interval observer approach and virtual actuators/sensors
TL;DR: In this article, the problem of Fault Detection and Isolation (FDI) and Fault Tolerant Control (FTC) of wind turbines is addressed, and a fault estimation approach based on batch least squares is used.
Journal ArticleDOI
An Interval NLPV Parity Equations Approach for Fault Detection and Isolation of a Wind Farm
TL;DR: This paper addresses the problem of fault diagnosis of a wind farm using interval nonlinear parameter-varying (NLPV) parity equations using the context of the wind farm fault-detection-and-isolation/fault-tolerant-control competition.
References
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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.
Book
Methods and applications of interval analysis
TL;DR: Finite representations Finite evaluation Finite convergence Computable sufficient conditions for existence and convergence Safe starting regions for iterative methods.
Book
Fault detection and diagnosis in engineering systems
TL;DR: In this article, a fault detection and diagnosis framework for discrete linear systems with residual generators and residual generator parameters is presented for additive and multiplicative faults by parameter estimation using a parity equation.
Journal ArticleDOI
Global optimization using interval analysis
TL;DR: This Second Edition of Global Optimization Using Interval Analysis expands and improves various aspects of its forerunner and features significant new discussions, such as those on the use of consistency methods to enhance algorithm performance.