Browsing Electrical Engineering by Subject "Unscented Kalman Filter"

Now showing items 1-4 of 4

    • Nonlinear fault diagnosis of jet engines by using a multiple model-based approach 

      Naderi, E.; Meskin, Nader; Khorasani, K. ( ASME 2011 Turbo Expo: Turbine Technical Conference and Exposition, GT2011 , 2011 , Conference Paper)
      In this paper, a nonlinear fault detection and isolation (FDI) scheme that is based on the concept of multiple model (MM) approach is proposed for jet engines. A modular and a hierarchical architecture is proposed which ...

    • Nonlinear fault diagnosis of jet engines by using a multiple model-based approach 

      Naderi, E.; Meskin, Nader; Khorasani, K. ( ASME , 2012 , Article)
      In this paper, a nonlinear fault detection and isolation (FDI) scheme that is based on the concept of multiple model approach is proposed for jet engines. A modular and a hierarchical architecture is proposed which enables ...

    • Output-feedback model predictive control of biological phenomena modeled by S-systems 

      Meskin, Nader; Nounou, H.; Nounou, M.; Datta, A.; Dougherty, E.R. ( Institute of Electrical and Electronics Engineers Inc. , 2012 , Conference Paper)
      Recent years have witnessed extensive research activity in modeling biological phenomena as well as in developing intervention strategies for them. S-systems, which offer a good compromise between accuracy and mathematical ...

    • Parameter estimation of biological phenomena: An unscented kalman filter approach 

      Meskin, Nader; Nounou, H.; Nounou, M.; Datta, A. ( IEEE , 2013 , Article)
      Recent advances in high-throughput technologies for biological data acquisition have spurred a broad interest in the construction of mathematical models for biological phenomena. The development of such mathematical models ...