Bei Sun - Publications, H-index & Citations

Bei Sun

Central South University

24H指数

162论文数

1.7K被引数

收录论文 72

发表时间

An Iterative Joint Learning Method for Data Augmentation and Quality Prediction in Industrial Few-shot Scenarios 工业少样本场景中数据增强与质量预测的迭代联合学习方法

IEEE Sensors Journal

IF4.5

2026-09-03

PREAI

Shulong Yin; Yonggang Li; Zhenxiang Feng; Bei Sun; Chenglong Du; Yanting Luo

Pe-UMGT: Physics-encoded Sim-to-Real transfer for KPI probabilistic prediction in metal smelting under extreme label scarcity Pe-UMGT：基于物理编码的极端标签稀缺下金属冶炼KPI概率预测的仿真到现实迁移

Advanced Engineering Informatics

IF9.9

2026-08-01

PREAI

Sun, Bei; Chen, Zexin; Su, Jiarui; Gao, Yuxi; Zheng, Fakun; Ke, Yucheng

A comprehensive model predictive control method with dynamic adjustment in the control target 一种具有动态调整控制目标的自适应模型预测控制方法

Chemical Engineering Science

IF4.3

2026-07-01

PREAI

Zhang, Xulong; Kong, Peng; Sun, Bei; Li, Yonggang; Yang, Chunhua

Enhancing interpretable soft sensing with embedded hybrid modeling: the GraphTrans approach for industrial processes 增强嵌入式混合建模的可解释软传感：GraphTrans方法用于工业过程

ISA Transactions

IF6.5

2026-06-22

PREAI

Peng Kong; Bei Sun; Keke Huang; Yonggang Li; Chunhua Yang

A Robust Reinforcement Learning Control Method for Uncertain Process Industry Based on Knowledge-Constrained Adversarial Perturbation

IEEE Transactions on Cybernetics

IF10.5

2025-11-04

PREAI

Tianhao Liu; Can Zhou; Yonggang Li; Bei Sun; Chunhua Yang

Evolution-assisted safe reinforcement learning for real-time production optimization under uncertainty of industrial rotary kilns 进化辅助安全强化学习在工业回转窑不确定性下的实时生产优化

Process Safety and Environmental Protection

IF7.8

2025-10-15

PREAI

Fengrun Tang; Yonggang Li; Chunhua Yang; Bei Sun

Mechanism-aware multimodal modeling of industrial processes via state-modulated graph networks 基于状态调制图网络的对工业过程的机制感知多模态建模

Control Engineering Practice

IF4.6

2025-10-09

PREAI

Peng Kong; Bei Sun; Yonggang Li; Jianyong Zhu

A Reinforcement Learning Control Method for Process Industry Based on Implicit and Explicit Knowledge Extraction and Embedding 基于隐式和显式知识提取与嵌入的流程工业强化学习控制方法

ieee transactions on cybernetics

IF0

2025-08-01

PREAI

Tianhao Liu; Chunhua Yang; Can Zhou; Yonggang Li; Bei Sun

A survey on the progression of artificial intelligence techniques in the nonferrous metallurgical industry 非ferrous冶金行业中人工智能技术进展的调查

CONTROL ENGINEERING PRACTICE

IF4.6

2025-05-22

PREAI

Kong, Peng; Sun, Bei; Li, Yonggang; Yang, Chunhua; Gui, Weihua

A Novel Dynamic Process Monitoring Method Based on the Autocorrelation and the Cross-Correlation Analysis of Process Variables 一种基于过程变量自相关与互相关分析的动态过程监控新方法

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2025-05-14

PREAI

Dang, Van-Lich; Li, Yonggang; Sun, Bei; Yin, Shulong; Li, Jianqi

A novel sim2real reinforcement learning algorithm for process control

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2025-02-01

PREAI

Liang, Huiping; Xie, Junyao; Huang, Biao; Li, Yonggang; Sun, Bei; Yang, Chunhua

Distributed Intelligent Control Method Based on State Self-Learning and Its Application in Cascade Processes

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2025-01-01

PREAI

Yin, Shulong; Li, Yonggang; Feng, Zhenxiang; Sun, Bei; Liang, Huiping

A Novel Chattering-Free Discrete Sliding Mode Controller With Disturbance Compensation for Zinc Roasting Temperature Distribution Control 具有扰动补偿的新型无抖振离散滑模控制器在锌焙烧温度分布控制中的应用

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2025-01-01

PREAI

Liang, Huiping; Sun, Bei; Huang, Biao; Li, Yonggang; Yang, Chunhua

A co-optimized control method of key parameters during operating state migration in zinc electrolysis process☆

JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS

IF3.7

2024-12-01

PREAI

Sun, Bei; Peng, Zhixuan; Lv, Mingjie; Li, Maopeng; Hong, Ran; Li, Yonggang; Wu, Dehao

A dynamic correction method for the optimal value settings of the solution purification process at multiple time scales

CONTROL ENGINEERING PRACTICE

IF4.6

2024-09-01

PREAI

Zhang, Xulong; Li, Yonggang; Liang, Huiping; Sun, Bei; Yang, Chunhua

A comprehensive setting method for the optimal setpoint of controlled variables in the zinc smelting solution purification process under multi-variation inlet status

CHEMICAL ENGINEERING SCIENCE

IF4.3

2024-09-01

PREAI

Zhang, Xulong; Li, Yonggang; Luo, Yanting; Sun, Bei; Yang, Chunhua

Variable-Period Estimation of Process Industry Indicators Using Working Condition Semantic Representation and Mechanism-Guided Network Groups

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-08-01

PREAI

Liu, Tianhao; Yang, Chunhua; Zhou, Can; Zhao, Jing; Li, Yonggang; Sun, Bei

A Dynamics-Learning Multirate Estimation Approach for the Feeding Condition Perception of Complex Industry Processes

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2024-05-01

PREAI

Sun, Bei; Fan, Maosen; Liu, Gengchen; Lv, Mingjie; Liu, Shengyu; He, Mingfang; Huang, Keke; Yang, Chunhua

Temperature Co-Optimization of Zinc Roasting Process Based on Fuzzy Synthetic Evaluation and Temperature Adjustable Margin

IEEE TRANSACTIONS ON FUZZY SYSTEMS

IF11.9

2024-05-01

PREAI

Feng, Zhenxiang; Ma, Peng; Li, Yonggang; Sun, Bei; Yang, Chunhua

Estimation of feeding composition content based on novel variable sliding window method and layered data reconciliation with multiple modes

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2024-05-01

PREAI

Yi, Ningchun; Li, Wenting; Li, Yonggang; Sun, Bei; Gui, Weihua

研究方向