韩洁｜中南大学｜学者主页

2026

面向节能降耗的氧化铝蒸发过程优化研究综述

方双，李勇刚，韩洁，阳春华，桂卫华

《化工学报》

2026

基于改进FCM的多工况氧化铝蒸发过程结垢参数软测量方法

韩洁，赵灼，朱亮，任超，桂卫华

《化工进展》

2026

Trend-Constrained Physics-Guided Neural Network With Prior-Embedded Slow Feature Analysis for Latent-Variable-Driven Industrial Soft Sensing

Chao Ren, Jie Han, Yachun Lei, Chunhua Yang

IEEE Transactions on Industrial Informatics

DOI

2026

Adaptive Mode Switching Nonlinear Predictive Control Based on Continuous Learning Framework With Industrial Application

Jie Han, Hansong Gao, Keke Huang, Dan Su

IEEE Transactions on Automation Science and Engineering

DOI

2026

A Collaborative Neurodynamic Approach to Sharpness-Aware Minimization for Improving Generalization of Deep Learning

Dan Su, Jie Han, Chunhua Yang, Weihua Gui

IEEE Transactions on Cybernetics

DOI

2026

A Reinforcement Learning Method for Steel Cold Rolling Scheduling Based on Machine-Operation Coupled Heterogeneous Graph and Adaptive Batching

Xiao Ji, Jie Han, Zhiwen Li, Siyin Lin, Chunhua Yang

IEEE Transactions on Industrial Informatics

DOI

2026

RefinerAgent: Extracting Industrial Mechanistic Models From Scientific Literature via Mechanism-Guided Multiagent Refinement

Haochuan Zhang, Zhipeng Chen, Jie Han, Chunhua Yang

IEEE Transactions on Industrial Informatics

DOI

2026

Dual-level knowledge transfer for few-sample process monitoring aided by orthogonal heterogeneous component analysis

Kai Wang, Wangkun Qu, Qinqiang Sun, Jie Han, Xiaofeng Yuan, Yalin Wang

Journal of the Franklin Institute

DOI

2026

A mechanism-data-driven hybrid model-based adaptive model predictive control method for alumina evaporation process

Shuang Fang, Yonggang Li, Jie Han, Honglei Xu, Chunhua Yang, Weihua Gui

Discrete and Continuous Dynamical Systems - S

DOI

2025

基于无模型策略梯度强化学习的未知随机系统最优控制

杜城龙，韩洁，李繁飙，桂卫华

《自动化学报》

2025

事件-时间触发的慢时变工业过程动态调度方法

任超，王凯，韩洁，阳春华

《化工学报》

2025

Prior knowledge-driven multi-period fouling prediction with online adaptation triggered by cleaning events in industrial heat exchangers

Chao Ren, Jie Han, Liang Zhu, Haochuan Zhang, Chunhua Yang, Weihua Gui

Journal of the Taiwan Institute of Chemical Engineers

DOI

2025

An Online Blast Furnace Condition Recognition Method Based on Spatiotemporal Texture Feature Coupling and Diffusion Networks

Xiao Ji, Jie Han, Jianjun He, Weihua Gui

Processes

DOI

2025

DBHRNet: A lightweight dual-branch hybrid regression network for zinc concentrate component content estimation using hyperspectral images

Can Zhou, Xueqian Yu, Yan Li Sun, Jie Han

Measurement

DOI

2025

Multi-period optimization embedded dynamic path-constrained model predictive control for heat exchanger networks under fouling conditions

Chao Ren, Jie Han, Chen Chen, Chunhua Yang

Applied Thermal Engineering

DOI

2025

A Robust Dynamic Structure Transfer Approach for Industrial Process Monitoring

Wangkun Qu, Kai Wang, Bochun Yue, Jie Han, Xiaofeng Yuan, Yalin Wang

CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)

DOI

2025

TD-IVDM: A multi-scale concept drift detection method for time series forecasting tasks

Xiaoli Wang, Shang-lin Zhu, Li-yang Qin, Jie Han, Yulong Wang, Feng Yan

Neurocomputing

DOI

2025

A Two-Phase Kriging Surrogate-Assisted Evolutionary Algorithm for Constrained Dynamic Optimization Problems

Chen Chen, Jie Han, Dan Su, Chunhua Yang

Chinese Control and Decision Conference (CCDC)

DOI

2025

Order Batching Optimization for Steel Cold Rolling Based on Fuzzy Dynamic Feature Self-Adaptation

Xiao Ji, Jie Han, Hairong Yang, Yonggang Li, Chunhua Yang

China Automation Congress (CAC)

DOI

2024

Deterministic scenarios guided K -Adaptability in multistage robust optimization for energy management and cleaning scheduling of heat transfer process

Chao Ren, Kai Wang, Jie Han, Lin Sun, Chunhua Yang

Energy

DOI

2024

An Adaptive Dynamic Migration-based Constrained Multiobjective State Transition Algorithm

Xiaolong Chen, Jie Han, Liang Zhu, Chunhua Yang, Xiaoli Wang

Youth Academic Annual Conference of Chinese Association of Automation (YAC)

DOI

2023

Robust Optimization with Interval Uncertainties Using Hybrid State Transition Algorithm

Haochuan Zhang, Jie Han, Xiaojun Zhou, Yuxuan Zheng

Electronics

DOI

2023

A bidirectional dictionary LASSO regression method for online water quality detection in wastewater treatment plants

Jingxuan Geng, Chunhua Yang, Yonggang Li, Lijuan Lan, Fengxue Zhang, Jie Han, Can Zhou

Chemometrics and Intelligent Laboratory Systems

DOI

2022

基于k-近邻互信息的前向式变量选择方法及在水质参数软测量中的应用

王威，阳春华，韩洁，李文婷，李勇刚

《系统工程理论与实践》，Vol. 42, No. 1

下载原文

2022

A self-calibration model building method for rapid total nitrogen detection based on semi-supervised learning

Jingxuan Geng, Chunhua Yang, Yonggang Li, Fengxue Zhang, Jie Han, Can Zhou

Measurement

DOI

2022

Online rapid total nitrogen detection method based on UV spectrum and spatial interval permutation combination population analysis

Jingxuan Geng, Chunhua Yang, Lijuan Lan, Yonggang Li, Jie Han, Can Zhou

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy

DOI

2022

A Novel Semisupervised Regression Method for Online Total Nitrogen Detection Using Double Structural Sparse Feature Extraction

Jingxuan Geng, Chunhua Yang, Yonggang Li, Fengxue Zhang, Lijuan Lan, Jie Han, Can Zhou

IEEE Transactions on Instrumentation and Measurement

DOI

2020

Stackelberg Game Approach for Robust Optimization With Fuzzy Variables

Jie Han, Chunhua Yang, Cheng‐Chew Lim, Xiaojun Zhou, Peng Jia Shi

IEEE Transactions on Fuzzy Systems

DOI

2020

Stackelberg–Nash Game Approach for Constrained Robust Optimization With Fuzzy Variables

Jie Han, Chunhua Yang, Cheng‐Chew Lim, Xiaojun Zhou, Peng Jia Shi

IEEE Transactions on Fuzzy Systems

DOI

2019

Power scheduling optimization under single-valued neutrosophic uncertainty

Jie Han, Chunhua Yang, Cheng‐Chew Lim, Xiaojun Zhou, Peng Jia Shi, Weihua Gui

Neurocomputing

DOI

2018

有色冶金过程不确定优化方法探讨

阳春华，韩洁，周晓君，张润东，桂卫华

《控制与决策》

DOI

2018

A Two-stage State Transition Algorithm for Constrained Engineering Optimization Problems

Jie Han, Chunhua Yang, Xiaojun Zhou, Weihua Gui

International Journal of Control Automation and Systems

DOI

2017

Dynamic multi-objective optimization arising in iron precipitation of zinc hydrometallurgy

Jie Han, Chunhua Yang, Xiaojun Zhou, Weihua Gui

Hydrometallurgy

DOI

2014

State transition algorithm for constrained optimization problems

Jie Han, Tianxue Dong, Xiaojun Zhou, Chunhua Yang, Weihua Gui

Chinese Control Conference (CCC)

DOI

1998

一类隐含离散时间奇异非线性系统的精确线性化

周玉成，韩洁，刘晓平

《控制与决策》

韩洁

精选作品

期刊论文

面向节能降耗的氧化铝蒸发过程优化研究综述

基于改进FCM的多工况氧化铝蒸发过程结垢参数软测量方法

Trend-Constrained Physics-Guided Neural Network With Prior-Embedded Slow Feature Analysis for Latent-Variable-Driven Industrial Soft Sensing

Adaptive Mode Switching Nonlinear Predictive Control Based on Continuous Learning Framework With Industrial Application

A Collaborative Neurodynamic Approach to Sharpness-Aware Minimization for Improving Generalization of Deep Learning

A Reinforcement Learning Method for Steel Cold Rolling Scheduling Based on Machine-Operation Coupled Heterogeneous Graph and Adaptive Batching

RefinerAgent: Extracting Industrial Mechanistic Models From Scientific Literature via Mechanism-Guided Multiagent Refinement

Dual-level knowledge transfer for few-sample process monitoring aided by orthogonal heterogeneous component analysis

A mechanism-data-driven hybrid model-based adaptive model predictive control method for alumina evaporation process

基于无模型策略梯度强化学习的未知随机系统最优控制

事件-时间触发的慢时变工业过程动态调度方法

Prior knowledge-driven multi-period fouling prediction with online adaptation triggered by cleaning events in industrial heat exchangers

An Online Blast Furnace Condition Recognition Method Based on Spatiotemporal Texture Feature Coupling and Diffusion Networks

DBHRNet: A lightweight dual-branch hybrid regression network for zinc concentrate component content estimation using hyperspectral images

Multi-period optimization embedded dynamic path-constrained model predictive control for heat exchanger networks under fouling conditions

A Robust Dynamic Structure Transfer Approach for Industrial Process Monitoring

TD-IVDM: A multi-scale concept drift detection method for time series forecasting tasks

A Two-Phase Kriging Surrogate-Assisted Evolutionary Algorithm for Constrained Dynamic Optimization Problems

Order Batching Optimization for Steel Cold Rolling Based on Fuzzy Dynamic Feature Self-Adaptation

Deterministic scenarios guided K -Adaptability in multistage robust optimization for energy management and cleaning scheduling of heat transfer process

An Adaptive Dynamic Migration-based Constrained Multiobjective State Transition Algorithm

Robust Optimization with Interval Uncertainties Using Hybrid State Transition Algorithm

A bidirectional dictionary LASSO regression method for online water quality detection in wastewater treatment plants

基于k-近邻互信息的前向式变量选择方法及在水质参数软测量中的应用

A self-calibration model building method for rapid total nitrogen detection based on semi-supervised learning

Online rapid total nitrogen detection method based on UV spectrum and spatial interval permutation combination population analysis

A Novel Semisupervised Regression Method for Online Total Nitrogen Detection Using Double Structural Sparse Feature Extraction

Stackelberg Game Approach for Robust Optimization With Fuzzy Variables

Stackelberg–Nash Game Approach for Constrained Robust Optimization With Fuzzy Variables

Power scheduling optimization under single-valued neutrosophic uncertainty

有色冶金过程不确定优化方法探讨

A Two-stage State Transition Algorithm for Constrained Engineering Optimization Problems

Dynamic multi-objective optimization arising in iron precipitation of zinc hydrometallurgy

State transition algorithm for constrained optimization problems

一类隐含离散时间奇异非线性系统的精确线性化

研究方向