articleMechanical Systems and Signal ProcessingJan 2, 2026Closed access

CNC-VLM: An RLHF-optimized industrial large vision-language model with multimodal learning for imbalanced CNC fault detection

ZWZisheng WangJCJunjie ChenCWChisen WangCPCong PengJXJianping Xuan

Shandong University · University of Jinan · +6 more institutions

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9
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FWCI
115.38
Percentile
100%
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7

Topics & keywords

Keywords
  • Fault detection and isolation
  • Discriminative model
  • Generalization
  • Encoder
  • Consistency (knowledge bases)
  • Field (mathematics)
  • Fault (geology)
  • Semantics (computer science)
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