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KIG:A Knowledge Graph-Guided Iterative-Updating Graph Neural Network for Multisensor Time Series Time-Delay Estimation

Siyuan Xu Dong Pan Zhaohui Jiang Zhiwen Chen Haoyang Yu Weihua Gui

自动化学报(英文版)2026,Vol.13Issue(2):327-345,19.
自动化学报(英文版)2026,Vol.13Issue(2):327-345,19.DOI:10.1109/JAS.2025.125897

KIG:A Knowledge Graph-Guided Iterative-Updating Graph Neural Network for Multisensor Time Series Time-Delay Estimation

KIG:A Knowledge Graph-Guided Iterative-Updating Graph Neural Network for Multisensor Time Series Time-Delay Estimation

Siyuan Xu 1Dong Pan 1Zhaohui Jiang 1Zhiwen Chen 1Haoyang Yu 1Weihua Gui1

作者信息

  • 1. School of Automation,Central South University,Changsha 410083,China
  • 折叠

摘要

关键词

Blast furnace ironmaking process/graph neural net-work(GNN)/knowledge graph(KG)/multisensor time series(MTS)/temporal alignment/time-delay estimation(TDE)

Key words

Blast furnace ironmaking process/graph neural net-work(GNN)/knowledge graph(KG)/multisensor time series(MTS)/temporal alignment/time-delay estimation(TDE)

引用本文复制引用

Siyuan Xu,Dong Pan,Zhaohui Jiang,Zhiwen Chen,Haoyang Yu,Weihua Gui..KIG:A Knowledge Graph-Guided Iterative-Updating Graph Neural Network for Multisensor Time Series Time-Delay Estimation[J].自动化学报(英文版),2026,13(2):327-345,19.

基金项目

This work was supported by the Young Scientists Fund of the National Natural Science Foundation of China(62303491),the Major Program of Xiangjiang Laboratory(22XJ01005),the Science and Technology Innovation Program of Hunan Province(2024RC1007),and the Natural Science Foundation of Hunan Province(2025JJ10007). (62303491)

自动化学报(英文版)

2329-9266

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