Guaranteed model-based fault detection in cyber–physical systems: A model invalidation approach
F Harirchi, N Ozay - Automatica, 2018 - Elsevier
This paper presents a sound and complete fault detection approach for cyber–physical
systems represented by hidden-mode switched affine models with time varying parametric …
systems represented by hidden-mode switched affine models with time varying parametric …
Active monitoring mechanism for control-based self-adaptive systems
Control-based self-adaptive systems (control-SAS) are susceptible to deviations from their
pre-identified nominal models. If this model deviation exceeds a threshold, the optimal …
pre-identified nominal models. If this model deviation exceeds a threshold, the optimal …
Active model discrimination with applications to fraud detection in smart buildings
In this paper, we consider the problem of active model discrimination amongst a finite
number of affine models with uncontrolled and noise inputs, each representing a different …
number of affine models with uncontrolled and noise inputs, each representing a different …
Guaranteed fault detection and isolation for switched affine models
This paper considers the problem of fault detection and isolation (FDI) for switched affine
models. We first study the model invalidation problem and its application to guaranteed fault …
models. We first study the model invalidation problem and its application to guaranteed fault …
Passive diagnosis of hidden-mode switched affine models with detection guarantees via model invalidation
Smart systems, ranging from smart homes to infrastructure networks such as traffic and
power networks, are examples of cyber-physical systems that are oftentimes safety critical …
power networks, are examples of cyber-physical systems that are oftentimes safety critical …
Timely and accurate detection of model deviation in self-adaptive software-intensive systems
Control-based approaches to self-adaptive software-intensive systems (SASs) are hailed for
their optimal performance and theoretical guarantees on the reliability of adaptation …
their optimal performance and theoretical guarantees on the reliability of adaptation …
Active model discrimination for piecewise affine inclusion systems
This paper proposes a novel set-membership active model discrimination (AMD) algorithm
for actively separating/discriminating among a set of piecewise Affine inclusion systems with …
for actively separating/discriminating among a set of piecewise Affine inclusion systems with …
Conflict-driven hybrid observer-based anomaly detection
This paper presents an anomaly detection method using a hybrid observer-which consists of
a discrete state observer and a continuous state observer. We focus our attention on …
a discrete state observer and a continuous state observer. We focus our attention on …
Performance index for optimizing sensor fault detection of a class of nonlinear systems
This paper develops a performance index that can be used to find the optimal design
parameters of the observer-based residual generator and adaptive threshold of a fault …
parameters of the observer-based residual generator and adaptive threshold of a fault …
Provably-correct fault tolerant control with delayed information
In this paper, we study a class of hierarchical finite transition systems representing a set of
fault configurations, and we consider synthesizing fault tolerant controllers for such systems …
fault configurations, and we consider synthesizing fault tolerant controllers for such systems …