Haritha Vemuri

AI Powered Predictive Maintenance - Sensor Failure Prediction Using ML

id="app-details-left"> Inspiration Predictive maintenance is a crucial need in modern industrial operations where unplanned equipment failures can lead to costly downtimes. Inspired by the integration of AI in Industry 4.0, we aimed to build a system that can proactively predict failures using real-time sensor data—boosting reliability, efficiency, and safety. What it does The AI Predictive Maintenance platform uses sensor data to predict potential equipment failures. It processes uploaded CSV files, validates the data, applies a trained Random Forest model for prediction, and provides visual…

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