Manufacturing
Predictive Maintenance Platform for CNC Workshop
Precision Engineering Firm, Faridabad2024
Video not available
Project Results
+44%
Efficiency
98.9%
Quality
-42%
Cost Reduction
8 months
Timeline
Technologies Used
IIoT SensorsEdge GatewayPython ML ModelsCloud Analytics
Overview
Deployed an IIoT-based predictive maintenance platform across 18 CNC machines using vibration and temperature sensors, with ML models forecasting bearing and spindle failures up to 60 days in advance.
Key Features
Vibration & Temperature Sensing
ML Failure Prediction
Maintenance Work-Order Integration
Spindle Health Scoring
Mobile Alert Dashboard
Energy Consumption Trends
Related Projects
Explore more automation solutions from our portfolio
