Browsing by Author "Navi, M."
Now showing items 1-3 of 3
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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 adaptive KPCA
Navi M.; Meskin N.; Davoodi M. ( Elsevier Ltd , 2018 , Article)In this paper, sensor fault detection and isolation of time-varying nonlinear dynamical systems is studied by utilizing an adaptive kernel principal component analysis (KPCA) solution as a useful method to overcome the ... -
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 ...