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Release Power of Mechanism and Data Fusion:A Hierarchical Strategy for Enhanced MIQ-Related Modeling and Fault Detection in BFIP

Siwei Lou Chunjie Yang Zhe Liu Shaoqi Wang Hanwen Zhang Ping Wu

自动化学报（英文版）2025，Vol.12Issue(5)：894-912,19.

自动化学报（英文版）2025，Vol.12Issue(5)：894-912,19.DOI:10.1109/JAS.2024.124821

Release Power of Mechanism and Data Fusion:A Hierarchical Strategy for Enhanced MIQ-Related Modeling and Fault Detection in BFIP

Siwei Lou ¹Chunjie Yang ¹Zhe Liu ¹Shaoqi Wang ¹Hanwen Zhang ²Ping Wu³

作者信息

1. State Key Laboratory of Industrial Control Technology(SKLICT),Zhejiang University,Hangzhou 310027,China
2. School of Automation and Electrical Engineering,University of Science and Technology Beijing,Beijing 100083,China
3. School of Information Science and Engineering,Zhejiang Sci-Tech University,Hangzhou 310018,China
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摘要

关键词

Blast furnace iron-making process(BFIP)/fault detection/mechanism and data co-driven modeling(MDCDS)/molten iron quality(MIQ)

Key words

Blast furnace iron-making process(BFIP)/fault detection/mechanism and data co-driven modeling(MDCDS)/molten iron quality(MIQ)

引用本文复制引用

Siwei Lou,Chunjie Yang,Zhe Liu,Shaoqi Wang,Hanwen Zhang,Ping Wu..Release Power of Mechanism and Data Fusion:A Hierarchical Strategy for Enhanced MIQ-Related Modeling and Fault Detection in BFIP[J].自动化学报（英文版）,2025,12(5):894-912,19.

基金项目

This work was supported in part by the National Natural Science Foundation of China(61933015,61703371,62273030),the Central University Basic Research Fund of China(K20200002)(for NGICS Platform,Zhejiang University),and the Social Development Project of Zhejiang Provincial Public Technology Research(LGF19F030004,LGG21F030015). （61933015,61703371,62273030）

自动化学报（英文版）

ISSN：2329-9266

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