Browsing Academic by Author "Baniamerian, A."
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A hybrid prognosis and health monitoring strategy by integrating particle filters and neural networks for gas turbine engines
Daroogheh, N.; Baniamerian, A.; Meskin, Nader; Khorasani, K. ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)In this paper, a novel hybrid structure is proposed for the development of health monitoring techniques of nonlinear systems by integration of model-based and computationally intelligent and data-driven techniques. In our ... -
Determination of Security Index for Linear Cyber-Physical Systems Subject to Malicious Cyber Attacks
Baniamerian, A.; Khorasani, K.; Meskin, Nader ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)In this paper, we are mainly concerned with formulation and computation of security indices for linear cyber-physical systems (CPS), where both input and output channels are subjected to malicious cyber attacks. The ... -
Fault detection and isolation of Riesz spectral systems: A geometric approach
Baniamerian, A.; Meskin, Nader; Khorasani, K. ( Institute of Electrical and Electronics Engineers Inc. , 2014 , Conference Paper)The Riesz spectral (RS) systems represent a large class of parabolic and hyperbolic partial differential equations (PDE) in infinite-dimensional systems. In this work, a fault detection and isolation (FDI) methodology for ... -
Fault detection and isolation of two-dimensional (2D) systems
Baniamerian, A.; Meskin, Nader; Khorasani, K. ( Elsevier B.V. , 2017 , Article)In this work, we develop a novel fault detection and isolation (FDI) scheme for discrete-time two-dimensional (2D) systems that are represented by the Fornasini?Marchesini model II (FMII). This is accomplished by generalizing ... -
Monitoring and detection of malicious adversarial zero dynamics attacks in cyber-physical systems
Baniamerian, A.; Khorasani, K.; Meskin, Nader ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)This paper is mainly concerned with monitoring and detection of zero dynamics (ZD) cyber attacks that are injected by malicious hackers and adversaries to safety critical cyber-physical systems (CPS). We consider a CPS ...