Predictive Maintenance System

IoTMachine LearningPredictive AnalyticsPythonScikit-learn
Project Image

Timeline

10 months

Technologies

PythonScikit-learnTensorFlowIoT SensorsMQTTTime Series AnalysisEdge ComputingAzure IoT Hub

This predictive maintenance system uses IoT sensors and machine learning to forecast equipment failures before they occur, significantly reducing downtime and maintenance costs. The system continuously monitors machine performance metrics, analyzes patterns, and alerts maintenance teams to potential issues.