AI embedded CNC controller technology

Exhibitor: INTELLIGENT MACHINERY TECHNOLOGY INNOVATION PAVILION OF NATIONAL SCIENCE AND TECHNOLOGY COUNCIL

Booth No: J818

Characteristic

1. Develope the first domestic embedded AI CNC controller. Utilizing NPU for AI model inference, real-time feedback and compensation can be achieved.
2. Develope the interpolation algorithm for 5-axis CNC controller. By fitting short segments, smoothing tool axis, and developing a post-interpolator, it reduces contour errors, enhances surface quality, and improves processing efficiency.
3. Develope controller parameter optimization technology. By integrating interpolation, servo systems, contour errors, and processing time, it automatically searches for suitable controller parameters based on contour error requirements.
4. Develope thermal compensation technology for machine tools, maintaining accuracy over long-term processing.
5. Develope model compression (pruning and quantization) technology and applied it to AI models, such as tool wear image recognition. This significantly reduces operations and parameters of AI model, allowing it to be directly embedded in CNC controllers.

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AI embedded CNC controller technology

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