Optimally Maintain Quality of CNC Machine Tools
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Optimally Maintain Quality of CNC Machine Tools
AI Intelligent Monitoring to Minimise Tool Waste
Tags: National Taiwan University, Taiwan, Industrial Automation & Manufacturing
This technology improves machining quality by monitoring spindle load current, enabling timely intervention and minimizing tool waste. It establishes a processing model based on initial load data, ensuring maintenance of workpiece quality and reducing downtime. Installation is simple and non-destructive, preserving equipment structure. The approach, more adaptive than fixed thresholds, competes with solutions like Siemens' ACM. The research team brings extensive CNC smart manufacturing experience.
IP Type or Form Factor: Device; Software & Algorithm
TRL: Not specified
Industry or Tech Area: Manufacturing Technology; Internet of Things
