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Lingjian Ye

huzhou university

23H-index
145Paper Count
1.7KCitation Count
Published Papers 63
Publication Date
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Deep meta reinforcement learning for operational optimization of batch processes
errChinese Journal of Chemical Engineering
IF3.7
err2026-06-23
err0
PREAI
errLingjian Ye; Jingsheng Qin; Feifan Shen; Hongwei Guan; Xiaofeng Yuan
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Random Attention Mechanism for Deep Quality Modeling and Online Prediction in Chemical Processes
errACS Omega
IF4.3
err2026-05-22
err0
errOAAI
errXie Ma; Lingjian Ye; Zhiqiang Ge
errShare
errSave
Multilevel Deep PLS Model for Key Performance Indicators Prediction in Plant-Wide Industrial Processes
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-03-26
err0
PREAI
errJunhua Zheng; Lingjian Ye; Zhiqiang Ge; Li Sun
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errSave
Deep learning-based model predictive control with exponential weighting strategy and its application in energy management systems
errJournal of Process Control
IF3.9
err2025-09-17
err0
PREAI
errDan Cui; Yanfang Mo; Xiaofeng Yuan; Lingjian Ye; Kai Wang; Feifan Shen; Yalin Wang; Chunhua Yang; Weihua Gui
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errSave
Safe reinforcement learning for optimization of batch processes with uncertainties: A Bayesian predictive exploration approach
errComputers & Chemical Engineering
IF3.9
err2025-09-12
err0
PREAI
errJingsheng Qin; Lingjian Ye; Xiaofeng Yuan
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errSave
Soft Sensing for Time Series With Irregular Sampling Internals Based on a Denoising Interval Attention LSTM Network
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-21
err0
PREAI
errYuchen He; Xueqin Yang; Lijuan Qian; Le Yao; Lingjian Ye; Ping Wu; Gangyue Ye; Weirong Ye; Yafang Shen
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errSave
Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes
errIEEE Transactions on Industrial Informatics
IF9.9
err2025-08-01
err0
PREAI
errZiyi Yang; Kai Wang; Xiaofeng Yuan; Yalin Wang; Chunhua Yang; Weihua Gui; Lingjian Ye; Feifan Shen
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Optimal controlled variable switching for global self-optimizing control of active-set change processes
errJournal of Process Control
IF3.9
err2025-07-31
err0
PREAI
errLingjian Ye; Feifan Shen; Zeyu Yang; Xiaofeng Yuan
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errSave
Bayesian Deep Reinforcement Learning for Operational Optimization of a Fluid Catalytic Cracking Unit
errPROCESSES
IF2.8
err2025-04-28
err0
errOAAI
errQin, Jingsheng; Ye, Lingjian; Zheng, Jiaqing; Jin, Jiangnan
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errSave
Design of enhanced two-dimensional self-optimizing control system for batch process
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-04-01
err0
PREAI
errYe, Lingjian; Yang, Zeyu; Shen, Feifan; Yuan, Xiaofeng
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errSave
Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-03-01
err72
PREAI
errOu, Chen; Zhu, Hongqiu; Shardt, Yuri A. W.; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua
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errSave
A Difference Metric Attention With Position Distance-Based Weighting for Transformer in Data Sequence Modeling of Industrial Processes
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-02-01
err0
PREAI
errYang, Ziyi; Wang, Kai; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua; Gui, Weihua
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errSave
A Novel Multiscale Gated Structure Model for Soft Sensing of Nonstationary Process With Randomly Missing Data
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-02-01
err0
PREAI
errWang, Yun; Guan, Zhangjie; He, Yuchen; Qian, Lijuan; Zeng, Jiusun; Wang, Jun; Ye, Lingjian
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errSave
Semi-supervised convolutional generative adversarial networks for dynamic fault classification with manifold regularization
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2025-01-01
err0
PREAI
errZheng, Junhua; Wang, Jian; Ye, Lingjian; Zhuo, Yue
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errSave
LightM-ConvKNet: An Efficient Deep Learning Framework for Multisensor Industrial Fault Diagnosis Under Cross-Operating Conditions
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errHang Xu; Jiaqi Zheng; Feifan Shen; Lingjian Ye; Zhuoyi Chen
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errSave
Deep Latent Variable Predictive Modeling With Online Bayesian Soft Attention Mechanism
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-01-01
err0
PREAI
errZheng, Junhua; Ye, Lingjian; Ge, Zhiqiang
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errSave
Generalized Global Self-Optimizing Control for Chemical Processes: Part II Objective-Guided Controlled Variable Learning Approach
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-12-19
err0
PREAI
errZhou, Chenchen; Su, Hongxin; Tang, Xinhui; Cao, Yi; Yang, Shuang-Hua; Ye, Lingjian
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errSave
Concurrent nonstationary process analysis model and its application in nonstationary process monitoring
errJOURNAL OF INTELLIGENT MANUFACTURING
IF7.4
err2024-11-06
err0
PREAI
errWang, Yun; Chen, Guang; He, Yuchen; Qian, Lijuan; Wu, Ping; Ye, Lingjian
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errSave
Missing Data Imputation for Industrial Time Series With Adaptive Median Iteration Based on Generative Adversarial Networks
errIEEE SENSORS JOURNAL
IF4.5
err2024-11-01
err5
PREAI
errYuan, Xiaofeng; Zhang, Jiale; Wang, Kai; Wang, Yalin; Yang, Chunhua; Gui, Weihua; Shen, Feifan; Ye, Lingjian
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errSave
Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-11-01
err0
PREAI
errZheng, Junhua; Ye, Lingjian; Ge, Zhiqiang
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Research Directions

No research directions
Co-authors
Cooperation Journals
S
Sigurd Skogestad
H-index: 68 · Papers: 589
吴萍 cover
吴萍 (Ping Wu)
H-index: 66 · Papers: 809
C
Chunhua Yang
H-index: 62 · Papers: 1.1K
葛
葛志强 (Zhiqiang Ge)
H-index: 62 · Papers: 319
W
Weihua Gui
H-index: 57 · Papers: 1.0K
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