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Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality

Xiaoyu Jiang Xiangyin Kong Zhiqiang Ge

自动化学报(英文版)2023,Vol.10Issue(6):1445-1461,17.
自动化学报(英文版)2023,Vol.10Issue(6):1445-1461,17.DOI:10.1109/JAS.2023.123396

Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality

Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality

Xiaoyu Jiang 1Xiangyin Kong 1Zhiqiang Ge2

作者信息

  • 1. State Key Laboratory of Industrial Control Tech-nology,College of Control Science and Engineering,Zhejiang University,Hangzhou 310027,China
  • 2. State Key Laboratory of Industrial Control Tech-nology,College of Control Science and Engineering,Zhejiang University,Hangzhou 310027,China||Peng Cheng Laboratory,Shenzhen 518000,China
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摘要

关键词

Curse of dimensionality/data augmentation/data-driven modeling/industrial processes/machine learning

Key words

Curse of dimensionality/data augmentation/data-driven modeling/industrial processes/machine learning

引用本文复制引用

Xiaoyu Jiang,Xiangyin Kong,Zhiqiang Ge..Augmented Industrial Data-Driven Modeling Under the Curse of Dimensionality[J].自动化学报(英文版),2023,10(6):1445-1461,17.

基金项目

This work was supported in part by the National Natural Science Foundation of China(NSFC)(92167106,61833014)and Key Research and Development Program of Zhejiang Province(2022C01206). (NSFC)

自动化学报(英文版)

OACSCDCSTPCDEI

2329-9266

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