Digital twin-enabled dynamic spatial-temporal knowledge graph for production logistics resource allocation

Z Zhao, M Zhang, J Chen, T Qu, GQ Huang - Computers & Industrial …, 2022 - Elsevier
Production logistics (PL) is increasingly receiving attention from supply chain research. The
spatial disorder and temporal asynchrony of the PL resources due to the uncertainty and …

Dynamic knowledge modeling and fusion method for custom apparel production process based on knowledge graph

X Shen, X Li, B Zhou, Y Jiang, J Bao - Advanced Engineering Informatics, 2023 - Elsevier
Compared with ordinary mass-produced apparel products, custom apparel products will
generate more data at each stage of their life cycle. Such data is in a highly dynamic state …

Relation extraction for manufacturing knowledge graphs based on feature fusion of attention mechanism and graph convolution network

K Du, B Yang, S Wang, Y Chang, S Li, G Yi - Knowledge-Based Systems, 2022 - Elsevier
Relation extraction is a crucial step in the constructions of knowledge graphs (KGs).
However, relation extraction is performed manually in the manufacturing field due to the …

Research on event logic knowledge graph construction method of robot transmission system fault diagnosis

J Deng, T Wang, Z Wang, J Zhou, L Cheng - IEEE Access, 2022 - ieeexplore.ieee.org
Knowledge graph technology has important guiding significance for efficient and orderly
fault diagnosis of robot transmission system. Taking the historical robot maintenance logs of …

图神经网络应用于知识图谱推理的研究综述

孙水发, **小龙, **伟生, 雷大江, **思慧… - 计算机科学与 …, 2023 - search.ebscohost.com
知识推理(KR) 作为知识图谱构建的一个重要环节, 一直是该领域研究的焦点问题.
随着知识图谱应用研究的不断深入和范围的不断扩大, 将图神经网络(GNN) …

A life-cycle digital-twin collaboration framework based on the industrial internet identification and resolution

Y Fan, C Dai, S Huang, P Hu, X Wang… - The International Journal of …, 2022 - Springer
The new generation of smart manufacturing technology enables upgrading within the
manufacturing industry, as well as increase the complexity of manufacturing systems. The …

航空制造知识图谱构建研究综述.

邱凌, 张安思, **少波, 张仪宗… - … of Computers/Jisuanji …, 2022 - search.ebscohost.com
目前航空装备制造企业在设计, 制造相关流程中积累了大量数据, 基于知识图谱技术可以对这些
数据进行有效融合与管理, 对不断更新的制造知识进行挖掘, 为航空制造企业智慧化升级提供 …

User-Driven: A Product Innovation Design Method for a Digital Twin Combined with Flow Function Analysis

M Fu, Y Hao, Z Gao, X Chen, X Liu - Processes, 2022 - mdpi.com
Since the lack of a specific design method, guidance and user participation in the product
innovation design of digital twins, a product innovation design process of a user requirement …

Knowledge enhanced graph inference network based entity-relation extraction and knowledge graph construction for industrial domain

Z Han, J Wang - Frontiers of Engineering Management, 2024 - Springer
With the escalating complexity in production scenarios, vast amounts of production
information are retained within enterprises in the industrial domain. Probing questions of …

A Survey on Knowledge Graph Related Research in Smart City Domain

Z Wang, F Han, S Zhao - ACM Transactions on Knowledge Discovery …, 2024 - dl.acm.org
Knowledge graph employs the specific graph structure to store knowledge in the form of
entities, relations, attributes, and so forth, which can effectively represent correlations among …