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Propeller signal denoising based on improved principal component analysis algorithm of VMD

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Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment, Ahead of Print.
For nonlinear and non-stationary signals, traditional principal component analysis (PCA) shows limitations when dealing with highly correlated intrinsic mode functions (IMFs). To address these issues, variational mode decomposition (VMD) is used to ...