SmartFactory IoT Solution
Industrial IoT system for predictive maintenance, real-time monitoring, and production optimization.
Project Impact
Project Overview
Manufacturing Corp operates a large production facility and wanted to implement Industry 4.0 practices with IoT sensors for predictive maintenance and production optimization.
Challenge
Deploying 200+ sensors across the factory floor, collecting real-time data, analyzing it for predictive insights, and providing actionable alerts to prevent downtime.
Solution
Built IoT platform using Python for data processing, MQTT for device communication, InfluxDB for time-series data, and Azure IoT for cloud infrastructure. Implemented ML models for predictive maintenance.
Results
Key Features
Technology Stack
Product Screens
Sensor Dashboard
Real-time monitoring of all sensors
Predictive Analytics
ML-powered maintenance predictions
Production Metrics
OEE and production efficiency tracking
Alert System
Instant notifications for anomalies
The IoT solution has given us unprecedented visibility into our operations. Predictive maintenance has saved us millions in prevented downtime and equipment failure.
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