A new predictive maintenance strategy for industrial automation equipment based on cycle time deviation
Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture
Published online on April 26, 2026
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 ...
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 ...