Assembly Process Information Model of Electrical Cabinets Based on Knowledge Graph

Manufacturing electrical cabinets faces automation challenges due to high product customization, leading to predominant manual assembly. To address weak process knowledge management, this study proposes a knowledge graph framework for assembly process representation. The model constructs a pattern layer through process analysis, extracts assembly knowledge using natural language processing techniques, and visualizes structured data in Neo4j. Results demonstrate the framework's effectiveness in optimizing electrical cabinet production through systematic knowledge organization.

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Publication Details

Published
2025-04-11
DOI
https://doi.org/10.1109/ainit65432.2025.11035183
Primary Topic
Manufacturing Process and Optimization
Type
article
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article

Assembly Process Information Model of Electrical Cabinets Based on Knowledge Graph

Peng Zhang, Mingyang Liu, He Ling
Manufacturing Process and Optimization
article

Assembly Process Information Model of Electrical Cabinets Based on Knowledge Graph

Peng Zhang, Mingyang Liu, He Ling
article en

Abstract

Manufacturing electrical cabinets faces automation challenges due to high product customization, leading to predominant manual assembly. To address weak process knowledge management, this study proposes a knowledge graph framework for assembly process representation. The model constructs a pattern layer through process analysis, extracts assembly knowledge using natural language processing techniques, and visualizes structured data in Neo4j. Results demonstrate the framework's effectiveness in optimizing electrical cabinet production through systematic knowledge organization.

Wuhan University of Technology (CN), Wolong Electric Group Hangzhou Research Institute (China) (CN)
Openalex Percentile: Top 80%
Manufacturing Process and Optimization
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