Fault Diagnosis of Industrial Control System With Graph Attention Network on Multi-view Graph

Dongyue Chen,Ruonan Liu,Wenlong Yu,Kai Zhang,Yusheng Pu,Di Cao

2021 5th Asian Conference on Artificial Intelligence Technology (ACAIT)（2021）

引用 0|浏览3

暂无评分

摘要

In this paper, a fault diagnosis framework for the industrial control systems is proposed based on graph attention networks (GAT). The proposed method models the complex relationship between sensor signals and fuses multivariate sensor signals with relational information. First, to reveal the different relationships between sensor signals, a graph with multi-view is constructed considering the sim...

查看译文

关键词

Fault diagnosis,Knowledge engineering,Correlation,Fuses,Industrial control,Learning (artificial intelligence),Feature extraction

AI 理解论文

溯源树

样例

生成溯源树，研究论文发展脉络

Chat Paper

正在生成论文摘要