Enhancing gear pitting fault classification accuracy through improved multiscale permutation entropy-driven thresholding and NA-MEMD
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
Published online on July 18, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Ahead of Print.
This work presents a statistically validated and data-driven framework for early fault diagnosis of multistage industrial gearboxes, with particular emphasis on pitting defect detection using multidimensional vibration measurements acquired under varying ...
This work presents a statistically validated and data-driven framework for early fault diagnosis of multistage industrial gearboxes, with particular emphasis on pitting defect detection using multidimensional vibration measurements acquired under varying ...