An Explainable Deep Learning-Based Predictive Maintenance Solution for Air Compressor Condition Monitoring - Ciobotaru, Alexandru; Corches, Cosmina; Gota, Dan; Miclea, Liviu (Sensors (Basel, Switzerland), 2025)
Keywords: Accuracy; Air conditioning; Algorithms; Artificial Intelligence; Care and treatment; condition monitoring; Control systems; Deep Learning; Equipment and supplies; Failure; Fault diagnosis; Health care industry; Heat recovery systems; Humans; HVAC; Laboratories; Laboratory equipment; LIME; Machine learning; Maintenance; Medical equipment; Neural networks; Neural Networks, Computer; Patients; Physiological apparatus; predictive maintenance; Preventive maintenance; Regression analysis; Sensors; SHAP; Support Vector Machine; SVM air compressor; Temperature; Useful life; Valves; Ventilation; deep learning; SHAP; LIME; predictive maintenance; condition monitoring; SVM air compressor; PDP