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 …

Active monitoring mechanism for control-based self-adaptive systems

Y Qin, Y Tong, Y Xu, C Cao, X Ma - Proceedings of the ACM on Software …, 2024 - dl.acm.org
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 …

Active model discrimination with applications to fraud detection in smart buildings

F Harirchi, SZ Yong, E Jacobsen, N Ozay - IFAC-PapersOnLine, 2017 - Elsevier
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 …

Guaranteed fault detection and isolation for switched affine models

F Harirchi, SZ Yong, N Ozay - 2017 IEEE 56th Annual …, 2017 - ieeexplore.ieee.org
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 …

Passive diagnosis of hidden-mode switched affine models with detection guarantees via model invalidation

F Harirchi, SZ Yong, N Ozay - … , Security and Safety of Hybrid Dynamic and …, 2018 - Springer
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 …

Timely and accurate detection of model deviation in self-adaptive software-intensive systems

Y Tong, Y Qin, Y Jiang, C Xu, C Cao, X Ma - Proceedings of the 29th …, 2021 - dl.acm.org
Control-based approaches to self-adaptive software-intensive systems (SASs) are hailed for
their optimal performance and theoretical guarantees on the reliability of adaptation …

Active model discrimination for piecewise affine inclusion systems

R Niu, E Gah, SZ Yong - IFAC-PapersOnLine, 2023 - Elsevier
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 …

Conflict-driven hybrid observer-based anomaly detection

Z Wang, F Harirchi, D Anand, CY Tang… - 2018 Annual …, 2018 - ieeexplore.ieee.org
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 …

Performance index for optimizing sensor fault detection of a class of nonlinear systems

V Reppa, S Timotheou, MM Polycarpou… - IFAC-PapersOnLine, 2018 - Elsevier
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 …

Provably-correct fault tolerant control with delayed information

L Yang, N Ozay - 2017 IEEE 56th Annual Conference on …, 2017 - ieeexplore.ieee.org
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 …