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A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process

Xiaofeng Yuan Weiwei Xu Yalin Wang Chunhua Yang Weihua Gui

自动化学报（英文版）2024，Vol.11Issue(8)：1777-1785,9.

自动化学报（英文版）2024，Vol.11Issue(8)：1777-1785,9.DOI:10.1109/JAS.2024.124578

A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process

Xiaofeng Yuan ¹Weiwei Xu ²Yalin Wang ¹Chunhua Yang ¹Weihua Gui¹

作者信息

1. School of Auto-mation,Central South University,Changsha 410083,China
2. School of Automation,Central South University,Changsha 410083,China||Guangzhou Electromechanical Technician College,Guangzhou 510000,China
折叠

摘要

关键词

Deep residual partial least squares(DRPLS)/non-linear function/quality prediction/soft sensor

Key words

Deep residual partial least squares(DRPLS)/non-linear function/quality prediction/soft sensor

引用本文复制引用

Xiaofeng Yuan,Weiwei Xu,Yalin Wang,Chunhua Yang,Weihua Gui..A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process[J].自动化学报（英文版）,2024,11(8):1777-1785,9.

基金项目

This work was supported in part by the National Natural Science Foundation of China(62173346,61988101,92267205,62103360,62303494). （62173346,61988101,92267205,62103360,62303494）

自动化学报（英文版）

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