AI-Based Industrial Machine Monitoring & Predictive Maintenance System

The AI-Based Industrial Machine Monitoring & Predictive Maintenance System continuously monitors machine health using vibration, temperature, current, voltage, and RPM data. Machine learning analyzes historical and real-time sensor data to detect abnormal conditions, predict potential failures, estimate maintenance schedules, and reduce unexpected downtime. A web dashboard displays live machine status, health score, alerts, and maintenance reports.

*Objectives*

✅ Real-Time Machine Health Monitoring
✅ AI-Based Predictive Maintenance
✅ Vibration & Temperature Analysis
✅ Current, Voltage & RPM Monitoring
✅ Fault Detection & Early Warning
✅ Remaining Useful Life (RUL) Prediction
✅ Live IoT Dashboard Monitoring
✅ Maintenance Report Generation
✅ Reduce Downtime & Maintenance Cost
✅ Improve Industrial Productivity

*Web Dashboard Features*

* Live Machine Status
* Health Score
* Sensor Data Graphs
* Fault Detection Alerts
* Predictive Maintenance Schedule
* Historical Data Analysis
* Maintenance Reports
* Admin Login & User Management

*Applications*

🏭 Manufacturing Industries
⚙️ CNC Machines
🚗 Automobile Industries
🛢️ Oil & Gas Plants
⚡ Power Plants
📦 Production Lines
🏗️ Heavy Industrial Equipment

📦 *Includes:*
✅ Source Code • AI Model • IoT Dashboard • Documentation • Circuit Diagram • Project Report • 1-Year Warranty • Technical Support