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A new predictive maintenance strategy for industrial automation equipment based on cycle time deviation

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Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Ahead of Print.
Current predictive maintenance (PdM) systems face significant challenges in detecting soft faults, such as control parameter drift and pneumatic component hysteresis. These faults are often not immediately detectable by traditional physical signal ...