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CNC Lathes in the Internet of Production: Real-Time Factory Intelligence

Jun,25,2025 << Return list


The Internet of Production (IoP) aims to create a fully interconnected manufacturing ecosystem. This article discusses how CNC lathes contribute to this vision through sensor data streaming, cloud-based diagnostics, and integration with AI-based MES systems.

We explore how edge computing, data standardization (MTConnect, OPC-UA), and digital dashboards enable real-time shop floor intelligence. Use cases from smart factories demonstrate improved downtime response, tool life tracking, and on-the-fly part validation using AI-powered pattern recognition.