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Moving window KPCA with reduced complexity for nonlinear dynamic process monitoring
This paper proposes an improved Reduced Kernel Principal Component Analysis (RKPCA)
for handling nonlinear dynamic systems. The proposed method is entitled Moving Window …
for handling nonlinear dynamic systems. The proposed method is entitled Moving Window …
Optimal combination of fault detection and isolation methods of integrated navigation algorithm for UAV
Performing endurance flight for long-term missions, unmanned aerial vehicles (UAV) are
safety–critical systems that requires high reliability. To achieve long flight time and high …
safety–critical systems that requires high reliability. To achieve long flight time and high …
Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method
In this article, we suggest an extension of our proposed method in fault detection called
Reduced Kernel Principal Component Analysis (RKPCA)(Taouali et al., 2015) to fault …
Reduced Kernel Principal Component Analysis (RKPCA)(Taouali et al., 2015) to fault …