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Cloud-Direct NC: A new generation of numerical control technology
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DOI：10.1016/j.jmsy.2026.04.019.png)
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Abstract
En 中文
• Proposes Cloud-Direct NC (C-DNC), a distributed cloud–edge architecture for next-generation CNC systems. • Introduces compiled motion programs (bytecode) to eliminate real-time G-code interpretation and interpolation. • Reduces real-time bandwidth requirements, enabling embedded IIoT monitoring, data alignment, and real-time inference. • Demonstrates high-bandwidth, temporally aligned data acquisition at the NC instruction level. • Enables NC-as-a-Service (NCaaS) through scalable, API-driven, cloud-integrated manufacturing workflows.
Keywords:
Numerical control
Direct numerical control
Cloud manufacturing
Industrial internet of things
Artificial intelligence
Machine learning
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