Lingjian Ye - Publications, H-index & Citations

Lingjian Ye

huzhou university

23H指数

145论文数

1.7K被引数

收录论文 63

发表时间

Deep meta reinforcement learning for operational optimization of batch processes 批量过程的深度元强化学习操作优化

Chinese Journal of Chemical Engineering

IF3.7

2026-06-23

PREAI

Lingjian Ye; Jingsheng Qin; Feifan Shen; Hongwei Guan; Xiaofeng Yuan

Random Attention Mechanism for Deep Quality Modeling and Online Prediction in Chemical Processes 深度质量建模与化工过程在线预测的随机注意力机制

ACS Omega

IF4.3

2026-05-22

OAAI

Xie Ma; Lingjian Ye; Zhiqiang Ge

Multilevel Deep PLS Model for Key Performance Indicators Prediction in Plant-Wide Industrial Processes 多层级深度PLS模型在厂区级工业过程中的关键性能指标预测

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-03-26

PREAI

Junhua Zheng; Lingjian Ye; Zhiqiang Ge; Li Sun

Deep learning-based model predictive control with exponential weighting strategy and its application in energy management systems 基于深度学习的模型预测控制与指数加权策略及其在能源管理系统中的应用

Journal of Process Control

IF3.9

2025-09-17

PREAI

Dan Cui; Yanfang Mo; Xiaofeng Yuan; Lingjian Ye; Kai Wang; Feifan Shen; Yalin Wang; Chunhua Yang; Weihua Gui

Safe reinforcement learning for optimization of batch processes with uncertainties: A Bayesian predictive exploration approach 面向具有不确定性的批处理过程优化的安全强化学习方法：一种贝叶斯预测探索方法

Computers & Chemical Engineering

IF3.9

2025-09-12

PREAI

Jingsheng Qin; Lingjian Ye; Xiaofeng Yuan

Soft Sensing for Time Series With Irregular Sampling Internals Based on a Denoising Interval Attention LSTM Network 基于去噪间隔注意力LSTM网络的非均匀采样时间序列软测量

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

2025-08-21

PREAI

Yuchen He; Xueqin Yang; Lijuan Qian; Le Yao; Lingjian Ye; Ping Wu; Gangyue Ye; Weirong Ye; Yafang Shen

Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes 基于高斯分布的区间感知Transformer，结合区间嵌入，用于工业过程中非规则采样频率的数据序列建模

IEEE Transactions on Industrial Informatics

IF9.9

2025-08-01

PREAI

Ziyi Yang; Kai Wang; Xiaofeng Yuan; Yalin Wang; Chunhua Yang; Weihua Gui; Lingjian Ye; Feifan Shen

Optimal controlled variable switching for global self-optimizing control of active-set change processes 全局自优化控制中针对活动集变化过程的最佳控制变量切换

Journal of Process Control

IF3.9

2025-07-31

PREAI

Lingjian Ye; Feifan Shen; Zeyu Yang; Xiaofeng Yuan

Bayesian Deep Reinforcement Learning for Operational Optimization of a Fluid Catalytic Cracking Unit 基于贝叶斯深度强化学习的流化催化裂化单元操作优化

PROCESSES

IF2.8

2025-04-28

OAAI

Qin, Jingsheng; Ye, Lingjian; Zheng, Jiaqing; Jin, Jiangnan

Design of enhanced two-dimensional self-optimizing control system for batch process 间歇过程增强型二维自寻优控制系统设计

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2025-04-01

PREAI

Ye, Lingjian; Yang, Zeyu; Shen, Feifan; Yuan, Xiaofeng

Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-03-01

PREAI

Ou, Chen; Zhu, Hongqiu; Shardt, Yuri A. W.; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua

A Difference Metric Attention With Position Distance-Based Weighting for Transformer in Data Sequence Modeling of Industrial Processes

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-02-01

PREAI

Yang, Ziyi; Wang, Kai; Ye, Lingjian; Yuan, Xiaofeng; Wang, Yalin; Yang, Chunhua; Gui, Weihua

A Novel Multiscale Gated Structure Model for Soft Sensing of Nonstationary Process With Randomly Missing Data

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-02-01

PREAI

Wang, Yun; Guan, Zhangjie; He, Yuchen; Qian, Lijuan; Zeng, Jiusun; Wang, Jun; Ye, Lingjian

Semi-supervised convolutional generative adversarial networks for dynamic fault classification with manifold regularization

PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

IF7.8

2025-01-01

PREAI

Zheng, Junhua; Wang, Jian; Ye, Lingjian; Zhuo, Yue

LightM-ConvKNet: An Efficient Deep Learning Framework for Multisensor Industrial Fault Diagnosis Under Cross-Operating Conditions LightM-ConvKNet：一种用于交叉运行条件下的多传感器工业故障诊断的高效深度学习框架

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-01

PREAI

Hang Xu; Jiaqi Zheng; Feifan Shen; Lingjian Ye; Zhuoyi Chen

Deep Latent Variable Predictive Modeling With Online Bayesian Soft Attention Mechanism

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-01-01

PREAI

Zheng, Junhua; Ye, Lingjian; Ge, Zhiqiang

Generalized Global Self-Optimizing Control for Chemical Processes: Part II Objective-Guided Controlled Variable Learning Approach

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2024-12-19

PREAI

Zhou, Chenchen; Su, Hongxin; Tang, Xinhui; Cao, Yi; Yang, Shuang-Hua; Ye, Lingjian

Concurrent nonstationary process analysis model and its application in nonstationary process monitoring

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2024-11-06

PREAI

Wang, Yun; Chen, Guang; He, Yuchen; Qian, Lijuan; Wu, Ping; Ye, Lingjian

Missing Data Imputation for Industrial Time Series With Adaptive Median Iteration Based on Generative Adversarial Networks

IEEE SENSORS JOURNAL

IF4.5

2024-11-01

PREAI

Yuan, Xiaofeng; Zhang, Jiale; Wang, Kai; Wang, Yalin; Yang, Chunhua; Gui, Weihua; Shen, Feifan; Ye, Lingjian

Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-11-01

PREAI

Zheng, Junhua; Ye, Lingjian; Ge, Zhiqiang

研究方向