Experimental Evaluation of Deep Learning Enabled IoT Technology for Industrial Machinery Fault Detection and Performance Improvement
Industrial machinery fault detection is a cornerstone of predictive maintenance, directly influencing operational reliability, safety, and production efficiency. Conventional rule-based and machine learning approaches often struggle to handle non-stationary sensor signals, cross-machine variability, and early-stage fau...