Semantic reconstruction method of assembly features of neutral geometric model based on knowledge graph

W LING, M LIU, J BAO - Computer Integrated Manufacturing System, 2024 - cims-journal.cn
The product models of existing companies are mainly stored in a neutral geometry model file
format. However, the neutral geometry model lacks assembly feature semantics crucial for …

Hypergraph embedding-based representation method for multi-nary relational knowledge of bridge crane faults

F ZHANG, B ZHOU, J BAO, X LI - … Integrated Manufacturing System, 2024 - cims-journal.cn
The conventional knowledge graph can only deal with binary relations, while knowledge of
bridge crane faults contains a large number of multi-nary relations of “multiple phenomena …

Causal knowledge modeling for root cause analysis of equipment spot-inspection failure

B ZHOU, B HUA, Y LU, X LI, J LI… - Computer Integrated …, 2023 - cims-journal.cn
Equipment spot-inspection records are essential information sources supporting fault reason
analysis. However, there is a lack of effective mining of root cause information in equipment …

A Multivariate Heterogeneous O&M Knowledge Base Construction Method Based on Cloud Platform

Z Li, L Chen, H Wang, Z Feng, X Han… - 2024 9th International …, 2024 - ieeexplore.ieee.org
The Operations Knowledge Base provides integrated services for operations knowledge
from different cloud service providers, including troubleshooting experience, configuration …

Human-robot cooperative assembly key information extraction based on GCN

L Meng, W Fu - … on Mechatronics and Intelligent Control (ICMIC …, 2025 - spiedigitallibrary.org
In order to tackle the challenge of inadequate comprehension by cooperative robots during
assembly tasks, we present an innovative algorithm that leverages Graph Convolutional …

[PDF][PDF] 基于超图嵌入的行车故障多元关系知识表示方法

张飞, 周彬, 鲍劲松, **心雨 - 计算机集成制造系统, 2024 - researchgate.net
常规的知识图谱仅能够处理二元关系, 而故障知识包含大量“多现象-多原因-多方法”
的多元耦合关系, 如果**制转化将会破坏关系的完整性, 造成严重的信息失真. 对此 …

Target Threat Assessment of Air Combat Based on ICRITIC-GCN

C Meishan, Q Kun, LI Lingjie, LIU Ying - Modern Defense Technology, 2023 - xdfyjs.cn
A graph convolutional network (GCN) is proposed to solve the problems such as complex
target attributes and unstructured data during target threat assessment of air combat and …

基于知识图谱的中性几何模型装配特征语义重建方法

凌威, 刘鸣飞, 鲍劲松 - 计算机集成制造系统, 2024 - cims-journal.cn
现有企业的产品模型主要以中性几何模型文件格式储存. 由于中性几何模型是以点, 线,
面等几何语义形式来储存信息, 在实际装配过程中, 中性几何模型不具有装配特征语义 …

面向设备点检故障根因分析的因果知识建模方法

周彬, 花豹, 陆玉前, **心雨, **婕, 鲍劲松 - 计算机集成制造系统, 2023 - cims-journal.cn
设备点检记录是支撑故障原因分析与处理的重要信息来源, 目前亟需对设备点检故障中的根因
信息进行有效挖掘, 以提升设备预防性维护的可靠性. 鉴于此, 首次将因果科学论引入制造领域 …

基于 ICRITIC-GCN 的空战目标威胁评估

陈美杉, 钱坤, **玲杰, 刘赢 - 现代防御技术, 2023 - xdfyjs.cn
为研究解决空战目标威胁评估问题时目标属性复杂, 数据非结构化等问题, 提高评估效率,
提出图卷积网络(graph convolutional network, GCN) 的解决方法, 并引入改进的指标相关性 …