A Cyber-Physical Analytical Model for Industrial Machine Fault Prediction Using a Hybrid AI Technique
Predictive maintenance can aid in early failure detection and minimize unplanned industrial downtimes. In this study, the authors build a machine-failure prediction pipeline based on Random Forest (RF) in the AI4I 2020 Predictive Maintenance dataset. This framework integrates leakage-aware preprocessing, feature select...