From data to fault diagnosis: Using predictive maintenance image transformation and nature-inspired optimization techniques for fault classification
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability
Published online on March 26, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Ahead of Print.
Using smart sensors and data analytics tools, predictive maintenance (PdM) aims to reduce downtime by forecasting potential faults; however, accurately distinguishing between failure and normal conditions remains a significant challenge. To address this ...
Using smart sensors and data analytics tools, predictive maintenance (PdM) aims to reduce downtime by forecasting potential faults; however, accurately distinguishing between failure and normal conditions remains a significant challenge. To address this ...