A Novel Assembly Process Knowledge Graph Inference Method Integrating Logical Rules and Embedded Learning

A Novel Assembly Process Knowledge Graph Inference Method Integrating Logical Rules and Embedded Learning

The high complexity, repeatability, standardization, and quality requirements of the assembly process presently put forward raised requirements for the unified expression and organization of assembly process knowledge. As one of the core technologies supporting intelligent manufacturing, the constru...

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Bibliographic Details
Main Authors: Peilin Shao, Zhicheng Huang, Yongqiang Wan, Lihong Qiao, Xinzheng Xu, Chao Chen, Zhujia Li, Nabil Anwer, Yifan Qie
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
knowledge inference
knowledge graph construction
assembly process
embedded learning
logical rules
negative sampling
Online Access:https://www.mdpi.com/2076-3417/15/7/3731
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