Healthcare Predictive Maintenance for Medical Equipment

Create an advanced predictive maintenance system for medical equipment using IoT sensor data and machine learning techniques. Develop a Python solution that can continuously monitor medical device performance, predict potential failures, and generate proactive maintenance recommendations. Implement real-time anomaly detection, develop a comprehensive dashboard for equipment managers, and create automated alert systems.