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.