成果/Result
- VAE-Based Interpretable Latent Variable Model for Process Monitoring被引量：32收藏
- 作者：Pan, Zhuofu Wang, Yalin Cao, Yue Gui, Weihua
- 机构：Hunan Univ Technol & Business;Hunan Univ Technol & Business;Cent South Univ;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Fault detection Analytical models Principal component analysis Mathematical models Taylor series Process monitoring Kernel Activation function selection interpretable structural design Index Terms process monitoring (PM) Taylor expansion variational autoencoder (VAE)-based latent variable model (LVM)
- No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture Models被引量：17收藏
- 作者：Cao, Yue Jan, Nabil Magbool Huang, Biao Wang, Yalin Pan, Zhuofu Gui, Weihua
- 机构：East China Univ Sci & Technol;Univ Alberta;Cent South Univ;Indian Inst Technol Tirupati
- 来源：IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2023
- 关键词：Process monitoring Principal component analysis Bayes methods Probabilistic logic Delay effects Sensitivity Gaussian distribution Kullback-Leibler divergence Gaussian mixture model variational Bayesian PCA no-delay multimodal process monitoring
- Consistency-regularized dual-stage semi-supervised learning for prediction of attributes in chemical processes with incomplete datasets被引量：0收藏
- 作者：Liu, Xiaochen Zhu, Jiannan Li, Zhi Cao, Yue Zhao, Yunmeng Yang, Minglei
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Huzhou Inst Ind Control Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2025
- 关键词：Semi-supervised learning Consistency regularization Continuous catalytic reforming Incomplete data Process systems engineering
- A stability-oriented stochastic optimization strategy for refinery scheduling during unit shutdowns被引量：0收藏
- 作者：Liang, Ziting Li, Zhi Dai, Xin Cao, Yue Qian, Feng
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2026
- 关键词：Refinery scheduling Unit shutdowns Operational stability Stochastic optimization
