贺建军｜中南大学｜学者主页

2026

Solving ill-posed inverse heat conduction: Reconstruction of blast furnace inner wall temperature fields using a physics-informed diffusion model

Ling Shen, Yanheng Lai, Zhipeng Chen, Jianjun He, Weihua Gui

Engineering Applications of Artificial Intelligence

DOI

2026

Twin-Diffs: A Novel Method for 3-D Reconstruction of Blast Furnace Burden Surface

Jianjun He, Rui Tian, Zhipeng Chen, Ling Shen, Gui Gui, Weihua Gui

IEEE Transactions on Automation Science and Engineering

DOI

2026

PIGNN: An agile reconstruction algorithm for large-scale temperature fields with local thermal anomalies

Ling Shen, Gong Ling, Yijing Fang, Zhaoxin Ma, Zhipeng Chen, Jianjun He, Weihua Gui

IEEE Transactions on Instrumentation and Measurement

DOI

2026

A one-step approach for cell anomaly detection and consistency screening in lithium-ion battery production based on data-driven modeling

Fuxin Huang, Xiang Wang, Jianjun He, Aibin Deng, Rihui Long

Computers in Industry

DOI

2026

An Online Fault Cell Screening Method for Lithium-Ion Battery Formation Based on a Data-Driven Model with Incomplete Time-Series Data

Jianjun He, Aibin Deng, Xiang Wang, Rihui Long, Fuxin Huang

Energies

DOI

2026

Surface Defect Detection of Copper Tube Based on YOLOX with Convolutional Block Attention and Adaptive Spatial Feature Fusion

Jianjun He, Ji Wang

Applied Sciences

DOI

2026

Knowledge-Enhanced Time Series Anomaly Detection for Lithium Battery Cell Screening

Zhen-Jie Liu, Yudong Wang, Jianjun He

Processes

DOI

2025

大规格尖端铝合金锻件温度场协同解耦控制

黄嘉庆，沈玲，贺建军，吴婧祎

《控制理论与应用》

2025

Bridge-AE with knowledge embedding transfer and optimal input design for nonlinear predictive control

Zhipeng Chao, Keke Huang, Jianjun He, Dehao Wu, Chunhua Yang, Weihua Gui

Journal of the Franklin Institute

DOI

2025

A Dynamic Multi-objective Optimization approach for computing resource allocation in industrial model repository

Dan Hu, Jianjun He

Swarm and Evolutionary Computation

DOI

2025

SCRS: Segment Structure with Controllable Realistic Synthetic for Chip Scratch Detection

Jiaqing Huang, Jianjun He, Weihua Gui

Sensors

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

DAFSF: A Defect-Aware Fine Segmentation Framework Based on Hybrid Encoder and Adaptive Optimization for Image Analysis

Xiaoyi Liu, Jianyu Zhu, Zhanyu Zhu, Jianjun He

Applied Sciences

DOI

2025

High-Definition Light and Shadow Reconstruction of Blast Furnace Burden Surface Images Based on a Spatiotemporal Multi-Domain Guided Generative Model

Jianjun He, Xiao Ji, Zhipeng Chen, Ling Shen, Weihua Gui

IEEE Transactions on Automation Science and Engineering

DOI

2025

Reconstruction Error Based Anomaly Detection On 1D Signals: Using Multi-Channel Architecture and Random Dropping

Zhenjie Liu, Yudong Wang, Xiwei Bai, Xiang Wang, Jianjun He

Lecture notes in electrical engineering

DOI

2025

Lithium-Ion Battery Grouping via Knowledge Fusion Based Transformer for Feature Extraction

Zhenjie Liu, Yudong Wang, Xiwei Bai, Xiang Wang, Jianjun He

Lecture notes in electrical engineering

DOI

2024

基于动态规整与改进变分自编码器的异常电池在线检测方法

郭铁峰，贺建军，申帅，王翔，张彬汉

《电子与信息学报》

2024

未知环境的四足爬壁机器人足端轨迹双向蚁群规划方法

王坚，贺建军

《机械设计与研究》

2024

基于振动信号的轴承状态诊断方法研究

段秉红，李勇，贺建军，马越，闫孝伟，孔强

《化工机械》

2024

Monocular 3-D Reconstruction of Blast Furnace Burden Surface Based on Cross-Domain Generative Self-Supervised Network

Zhipeng Chen, Xinyi Wang, Ling Shen, Jinshi Liu, Jianjun He, Jilin Zhu, Weihua Gui

IEEE Transactions on Artificial Intelligence

DOI

2024

Abnormal cell cause localization based on contrastive pre-training and unsupervised data-driven model for lithium-ion battery manufacturing

Xiang Wang, Jianjun He, Fu-Shin Huang, Shuai Shen, Zhenjie Liu

Journal of Energy Storage

DOI

2024

A Novel Voltage-Abnormal Cell Detection Method for Lithium-Ion Battery Mass Production Based on Data-Driven Model with Multi-Source Time Series Data

Xiang Wang, Jianjun He, Fuxin Huang, Zhenjie Liu, Aibin Deng, Rihui Long

Energies

DOI

2024

A cell screening method for lithium-ion battery grouping based on pre-trained data-driven model with multi-source time series data

Xiang Wang, Jianjun He, Shuai Shen, ZhenJie Liu

Journal of Energy Storage

DOI

2023

Multi-Zone Integrated Iterative-Decoupling Control of Temperature Field of Large-Scale Vertical Quenching Furnaces Based on ESRNN

Ling Shen, Zhipeng Chen, Jianjun He

Processes

DOI

2023

Soft Sensor Modeling for 3D Transient Temperature Field of Large-Scale Aluminum Alloy Workpieces Based on Multi-Loss Consistency Optimization PINN

Ling Shen, Zhipeng Chen, Xinyi Wang, Jianjun He

Sensors

DOI

2023

A dynamic integrated scheduling method based on hierarchical planning for heterogeneous AGV fleets in warehouses

Enze Hu, Jianjun He, Shuai Shen

Frontiers in Neurorobotics

DOI

2023

A hybrid discrete state transition algorithm for combinatorial optimization problems

Enze Hu, Jianjun He, Shuai Shen

Frontiers in Energy Research

DOI

2023

Prediction of Moisture Content in Lead-zinc Sintering Returns Based on Linear Parameter-Varying Models

Zhen Wang, Jianjun He, Shuai Shen

Chinese Control and Decision Conference

DOI

2022

Feature selection and online discrimination for weak oxygen absorption spectrum

Shuai Shen, Jianjun He, Xiang Wang, Enze Hu

Optik

DOI

2022

Relationship between harmonic line shape and temperature and pressure for wavelength modulation spectroscopy

Shuai Shen, Jianjun He, Xiang Wang

Optical Engineering

DOI

2021

基于影子趋势对比的矿热炉炉况在线辨识及趋势预测

李沛，阳春华，贺建军，桂卫华

《自动化学报》

DOI

2021

Soft-Sensing Model for Submerged Arc Furnace Electrode Current Based on Machine Learning

Mi Li, Jianjun He, Weihua Gui

Metallurgical and Materials Transactions B

DOI

2021

SGCS: a signal reconstruction method based on Savitzky-Golaysgz filtering and compressed sensing for wavelength modulation spectroscopy

Shuai Shen, Jianjun He

Optics Express

DOI

2021

Optimal Temperature Rise Control for a Large-Scale Vertical Quench Furnace System

Ling Shen, Zhipeng Chen, Zhaohui Jiang, Jianjun He, Chunhua Yang, Weihua Gui

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2020

EWT-ASG: Empirical Wavelet Transform With Adaptive Savitzky–Golay Filtering for TDLAS

Jianjun He, Cao Song, Qiwu Luo, Chunhua Yang, Weihua Gui

IEEE photonics journal

DOI

2020

Noise-Robust Self-Adaptive Support Vector Machine for Residual Oxygen Concentration Measurement

Jianjun He, Cao Song, Qiwu Luo, Lijuan Lan, Chunhua Yang, Weihua Gui

IEEE Transactions on Instrumentation and Measurement

DOI

2020

An intelligent optimization control method for the electrode current of submerged arc furnaces based on case reasoning

Jianjun He, Chang Wang, Qi Zhu, Ling Shen, Mande Jing, Weihua Gui

Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering

DOI

2017

基于决策空间变换最近邻方法的Pareto支配性预测

李文彬，贺建军，冯彩英，郭观七

《自动化学报》

2017

基于相关分析的多目标优化Pareto优劣性预测

李文彬，贺建军，郭观七，冯彩英，潘理

《电子学报》

2017

基于变分高斯过程模型的快速核偏标记学习算法

周瑜，贺建军，顾宏

《计算机研究与发展》

2017

基于拉普拉斯方法的大规模高斯过程分类算法

马彪，贺建军，李厚杰

《控制与决策》

DOI

2017

A novel control strategy based on temperature dynamic decoupling and belief expert rule base for large-scale vertical quench furnaces

Weiran Dang, Jianjun He

Chinese Control Conference (CCC)

DOI

2016

一种基于最大值损失函数的快速偏标记学习算法

周瑜，贺建军，顾宏，张俊星

《计算机研究与发展》

2016

A novel Minkowski-distance-based consensus clustering algorithm

Degang Xu, Pan-Lei Zhao, Chunhua Yang, Weihua Gui, Jianjun He

Machine Intelligence Research

DOI

2016

Multi-zone multi-phase temperature field modelling of aluminum alloy workpieces in large-scale vertical quench furnaces

Ling Shen, Jianjun He, Chunhua Yang, Weihua Gui

Applied Thermal Engineering

DOI

2016

Temperature control for thermal treatment of aluminum alloy in a large-scale vertical quench furnace

Ling Shen, Jianjun He, YU Shou-yi, Weihua Gui

Journal of Central South University

DOI

2015

Constrained generalized predictive control strategy for three-level air tank pressure system

Jianjun He, Tang Qianyuan, Yunpeng Bai, Degang Xu

DOI

2015

Temperature Uniformity Control of Large-Scale Vertical Quench Furnaces for Aluminum Alloy Thermal Treatment

Ling Shen, Jianjun He, Chunhua Yang, Weihua Gui, Honglei Xu

IEEE Transactions on Control Systems Technology

DOI

2014

一种新高斯过程分类算法

贺建军，张俊星，贾思齐，刘文鹏，许爽，崔艳秋

《控制与决策》

DOI

2013

广义最小方差自校正重置PID控制器及其在压力系统中的应用研究

贺建军，吴高亮，喻寿益

《计算技术与自动化》

2013

Neural adaptive PSD decoupling controller and its application in three-phase electrode adjusting system of submerged arc furnace

Jianjun He, Yu-qiao Liu, YU Shou-yi, Weihua Gui

Journal of Central South University

DOI

2012

基于粒子群算法的变论域模糊控制策略

彭灵志，贺建军

《控制工程》

2012

Variable Universe Fuzzy Control Based On Particle Swarm Optimization Algorithm

Jianjun He

Control Engineering of China

2010

Online Prediction Model Based on Adaptive Recursive Least Squares Support Vector Machine for Silicon-Manganese Alloy Composition

Chunxia Tang, Chunhua Yang, Weihua Gui, Jianjun He

International Conference on Intelligent System Design and Engineering Application (ISDEA)

DOI

2010

Interior Permanent-Magnet Synchronous Motor Speed and Rotor Position Detection

Jianjun He

Control Engineering of China

2009

基于数据驱动的铜闪速熔炼过程操作模式优化及应用

桂卫华，阳春华，李勇刚，贺建军，尹林子

《自动化学报》

2007

基于信息融合技术的大型水轮发电机故障诊断

贺建军，赵蕊

《中南大学学报(自然科学版)》

2006

数值界不确定性关联大系统分散鲁棒H∞控制

谢永芳，桂卫华，蒋朝辉，贺建军

《系统工程与电子技术》

2006

Decentralized Robust Delay-dependent Stabilization for Singular Large Scale Systems Based on Descriptor Output Feedback

Yongfang Xie, Zhaohui Jiang, Weihua Gui, Jianjun He

World Congress on Intelligent Control and Automation

DOI

2006

Decentralized Robust H2/H∞State Feedback Control for a Class of Uncertain Large-scale Interconnected Systems

Can Huang, Yongfang Xie, Weihua Gui, Jianjun He

World Congress on Intelligent Control and Automation

DOI

2005

Temperature Intelligent Control System of Large-Scale Standing Quench Furnace

贺建军，喻寿益

Journal of Electronic Science and Technology

2004

人工智能模糊控制在大型立式淬火炉温度控制系统中的应用

贺建军，王春归，喻寿益

《冶金自动化》

2003

基于极点配置的平整机张力解耦控制(英文)

贺建军，喻寿益，钟掘

《控制理论与应用》

2003

板带钢平整机张力-速度解耦控制

贺建军，喻寿益，钟掘

《控制与决策》

2003

Control parameter optimal tuning method based on annealing-genetic algorithm for complex electromechanical system

Jianjun He, YU Shou-yi, Jue Zhong

Journal of Central South University of Technology

DOI

2000

Harmonic current’s coupling effect on the main motion of temper mill set

Jianjun He, YU Shou-yi, Jue Zhong

Journal of Central South University of Technology

DOI

1999

PLC在乳化炸药全自动连续生产线中的应用

贺建军，喻寿益，桂卫华

《自动化仪表》

1999

基于IPC—PLC的万吨多向模锻水压机电控系统的改造

贺建军，喻寿益，桂卫华

《计算技术与自动化》

精选作品

期刊论文

Solving ill-posed inverse heat conduction: Reconstruction of blast furnace inner wall temperature fields using a physics-informed diffusion model

Twin-Diffs: A Novel Method for 3-D Reconstruction of Blast Furnace Burden Surface

PIGNN: An agile reconstruction algorithm for large-scale temperature fields with local thermal anomalies

A one-step approach for cell anomaly detection and consistency screening in lithium-ion battery production based on data-driven modeling

An Online Fault Cell Screening Method for Lithium-Ion Battery Formation Based on a Data-Driven Model with Incomplete Time-Series Data

Surface Defect Detection of Copper Tube Based on YOLOX with Convolutional Block Attention and Adaptive Spatial Feature Fusion

Knowledge-Enhanced Time Series Anomaly Detection for Lithium Battery Cell Screening

大规格尖端铝合金锻件温度场协同解耦控制

Bridge-AE with knowledge embedding transfer and optimal input design for nonlinear predictive control

A Dynamic Multi-objective Optimization approach for computing resource allocation in industrial model repository

SCRS: Segment Structure with Controllable Realistic Synthetic for Chip Scratch Detection

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

DAFSF: A Defect-Aware Fine Segmentation Framework Based on Hybrid Encoder and Adaptive Optimization for Image Analysis

High-Definition Light and Shadow Reconstruction of Blast Furnace Burden Surface Images Based on a Spatiotemporal Multi-Domain Guided Generative Model

Reconstruction Error Based Anomaly Detection On 1D Signals: Using Multi-Channel Architecture and Random Dropping

Lithium-Ion Battery Grouping via Knowledge Fusion Based Transformer for Feature Extraction

基于动态规整与改进变分自编码器的异常电池在线检测方法

未知环境的四足爬壁机器人足端轨迹双向蚁群规划方法

基于振动信号的轴承状态诊断方法研究

Monocular 3-D Reconstruction of Blast Furnace Burden Surface Based on Cross-Domain Generative Self-Supervised Network

Abnormal cell cause localization based on contrastive pre-training and unsupervised data-driven model for lithium-ion battery manufacturing

A Novel Voltage-Abnormal Cell Detection Method for Lithium-Ion Battery Mass Production Based on Data-Driven Model with Multi-Source Time Series Data

A cell screening method for lithium-ion battery grouping based on pre-trained data-driven model with multi-source time series data

Multi-Zone Integrated Iterative-Decoupling Control of Temperature Field of Large-Scale Vertical Quenching Furnaces Based on ESRNN

Soft Sensor Modeling for 3D Transient Temperature Field of Large-Scale Aluminum Alloy Workpieces Based on Multi-Loss Consistency Optimization PINN

A dynamic integrated scheduling method based on hierarchical planning for heterogeneous AGV fleets in warehouses

A hybrid discrete state transition algorithm for combinatorial optimization problems

Prediction of Moisture Content in Lead-zinc Sintering Returns Based on Linear Parameter-Varying Models

Feature selection and online discrimination for weak oxygen absorption spectrum

Relationship between harmonic line shape and temperature and pressure for wavelength modulation spectroscopy

基于影子趋势对比的矿热炉炉况在线辨识及趋势预测

Soft-Sensing Model for Submerged Arc Furnace Electrode Current Based on Machine Learning

SGCS: a signal reconstruction method based on Savitzky-Golaysgz filtering and compressed sensing for wavelength modulation spectroscopy

Optimal Temperature Rise Control for a Large-Scale Vertical Quench Furnace System

EWT-ASG: Empirical Wavelet Transform With Adaptive Savitzky–Golay Filtering for TDLAS

Noise-Robust Self-Adaptive Support Vector Machine for Residual Oxygen Concentration Measurement

An intelligent optimization control method for the electrode current of submerged arc furnaces based on case reasoning

基于决策空间变换最近邻方法的Pareto支配性预测

基于相关分析的多目标优化Pareto优劣性预测

基于变分高斯过程模型的快速核偏标记学习算法

基于拉普拉斯方法的大规模高斯过程分类算法

A novel control strategy based on temperature dynamic decoupling and belief expert rule base for large-scale vertical quench furnaces

一种基于最大值损失函数的快速偏标记学习算法

A novel Minkowski-distance-based consensus clustering algorithm

Multi-zone multi-phase temperature field modelling of aluminum alloy workpieces in large-scale vertical quench furnaces

Temperature control for thermal treatment of aluminum alloy in a large-scale vertical quench furnace

Constrained generalized predictive control strategy for three-level air tank pressure system

Temperature Uniformity Control of Large-Scale Vertical Quench Furnaces for Aluminum Alloy Thermal Treatment

一种新高斯过程分类算法

广义最小方差自校正重置PID控制器及其在压力系统中的应用研究

Neural adaptive PSD decoupling controller and its application in three-phase electrode adjusting system of submerged arc furnace

基于粒子群算法的变论域模糊控制策略

Variable Universe Fuzzy Control Based On Particle Swarm Optimization Algorithm

Online Prediction Model Based on Adaptive Recursive Least Squares Support Vector Machine for Silicon-Manganese Alloy Composition

Interior Permanent-Magnet Synchronous Motor Speed and Rotor Position Detection

基于数据驱动的铜闪速熔炼过程操作模式优化及应用

基于信息融合技术的大型水轮发电机故障诊断

数值界不确定性关联大系统分散鲁棒H∞控制

Decentralized Robust Delay-dependent Stabilization for Singular Large Scale Systems Based on Descriptor Output Feedback

Decentralized Robust H2/H∞State Feedback Control for a Class of Uncertain Large-scale Interconnected Systems

Temperature Intelligent Control System of Large-Scale Standing Quench Furnace

人工智能模糊控制在大型立式淬火炉温度控制系统中的应用

基于极点配置的平整机张力解耦控制(英文)

板带钢平整机张力-速度解耦控制

Control parameter optimal tuning method based on annealing-genetic algorithm for complex electromechanical system

Harmonic current’s coupling effect on the main motion of temper mill set

PLC在乳化炸药全自动连续生产线中的应用

基于IPC—PLC的万吨多向模锻水压机电控系统的改造

会议论文

基于信息熵协同-去噪扩散博弈模型的激光芯片表面亚微米级脏污三维重构及掉落检测

一种全新的扩散生成模型芯片边缘检测方法

A Differentiable Neural Radiance Field-Based Method for 3D Visualization of Burden Velocity Field in Blast Furnaces

A Novel Approach for Lithium-Ion Battery Anomaly Detection using Local Attention Transformer with Temporal Convolutional Network

Monitoring of abnormal operating conditions of blast furnaces based on RNCP network and central luminescent flame flow

A Lightweight Multi-scale InceptionTime Model for Lithium-ion Battery Cell Grouping with Consistency Enhancement

A Novel Approach for Lithium-Ion Battery Anomaly Detection using Multi-scale One-dimensional Convolution MobileNet

Low-Light Enhancement of Blast Furnace Burden Surface Images Based on Dual-Stage Retinex Decomposition and Optimization

Twin-Diffs: 3D Reconstruction of Blast Furnace Burden Surface with Twin Diffusions