Browsing Electrical Engineering by Subject "Kernel principal component analyses (KPCA)"

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    • Sensor fault detection and isolation of an autonomous underwater vehicle using partial kernel PCA 

      Navi, M.; Davoodi, M.; Meskin, Nader ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)
      In this paper, partial kernel principal component analysis (PKPCA) is studied for sensor fault detection and isolation (FDI) of an autonomous underwater vehicle (AUV). Principal component analysis (PCA) is an effective ...

    • Sensor fault detection and isolation of an industrial gas turbine using partial kernel PCA 

      Navi, M.; Davoodi, M.R.; Meskin, Nader ( 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2015 , 2015 , Conference Paper)
      In this paper, partial kernel principal component analysis (PKPCA) is studied for sensor fault detection and isolation of an aeroderivative industrial gas turbine. Principal component analysis (PCA) is an effective tool ...