December 17, 2025
In this comprehensive tutorial, you'll learn how to create a professional Overall Equipment Effectiveness (OEE) dashboard for monitoring industrial machine performance in real-time.
What You'll Learn:
- Set up MQTT broker for industrial IoT data collection
- Configure Node-RED flows to process machine data streams
- Integrate TimescaleDB for efficient time-series data storage
- Calculate OEE metrics (Availability, Performance, Quality)
- Build interactive dashboards to visualize machine productivity
- Implement real-time monitoring and historical trend analysis
Kudzai Manditereza is an industrial data and AI educator and strategist. He specializes in Industrial AI, IIoT, Unified Namespace, Digital Twins, and Industrial DataOps, helping manufacturing leaders implement and scale Smart Manufacturing initiatives.
Kudzai shares this thinking through Industry40.tv, his independent media and education platform; the AI in Manufacturing podcast; and the Smart Factory Playbook newsletter, where he shares practical guidance on building the data backbone that makes industrial AI work in real-world manufacturing environments. Recognized as a Top 15 Industry 4.0 influencer, he currently serves as Senior Industry Solutions Advocate at HiveMQ.
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