刘廷章｜上海大学｜学者主页

2026

Enhancing Frequency Stability in Interconnected Microgrids via a Two‐Degree‐of‐Freedom Interval Type‐2 Fuzzy Control Strategy

Aijia Ding, Tingzhang Liu

IET Renewable Power Generation

DOI

2025

Two-stage intra-day control strategy of EV charging and air conditioner loads in commercial buildings for system load reshaping

Aijia Ding, Tingzhang Liu

Energy Conversion and Management X

DOI

2025

Visible light localization scheme for mobile robots based on multi-sensor fusion

Chongchong Xu, Zequn Yu, Hui Qiao, Zhenxin Lin, Xu Yan, Tingzhang Liu

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

2025

Research on the Optimal Layout of a Dehumidification System for the Yungang Grottoes Based on CFD

Zhenxin Lin, Hongbin Yan, Chongchong Xu, Yan Ze Xu, Shaoyou Zhang, Tingzhang Liu

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

2025

TPE-GRIN: Temporal Positional Encoding Enhanced Graph Network for Missing Data Imputation in Cultural Heritage Monitoring

Haijun Wang, Hongbin Yan, Zhuo Su, Xinyuan Song, Shaoyou Zhang, Tingzhang Liu

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

2025

Sliding Window-LSTM and VMD-LSTM Model for Yungang Grottoes Weather Predictions

Xinyuan Song, Hongbin Yan, Lunrui Gao, Haijun Wang, Shaoyou Zhang, Tingzhang Liu

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

2025

Optimization of Natural Ventilation via Computational Fluid Dynamics Simulation and Hybrid Beetle Antennae Search and Particle Swarm Optimization Algorithm for Yungang Grottoes, China

Xinrui Xu, Hongbin Yan, Jizhong Huang, Tingzhang Liu

Buildings

DOI

2024

Prediction of Environmental Parameters of Yungang Grottoes Based on BO-CNN-LSTM Artificial Neural Network

Lunrui Gao, Hongbin Yan, Tingzhang Liu, Shaoyou Zhang, Xinrui Xu

Communications in computer and information science

DOI

2024

A CFD Based Optimization of Natural Ventilation Strategy for Yungang Grottoes

Xinrui Xu, Hongbin Yan, Tingzhang Liu, Shaoyou Zhang, Lunrui Gao

Communications in computer and information science

DOI

2024

Research on Anti-Saturation Integral Sliding Mode Control Strategy Based on Fuzzy EKF Perturbation Observation

Zhirui Wang, Jianfei Zhao, Hao Ju, Tingzhang Liu

International Conference on Energy Systems and Electrical Power (ICESEP)

DOI

2024

Heuristic-Based Optimal Load Frequency Control with Offsite Backup Controllers in Interconnected Microgrids

Aijia Ding, Tingzhang Liu

Energy Engineering

DOI

2023

基于深度学习的房间冷负荷预测模型

林越，刘廷章

《上海大学学报(自然科学版)》

2023

Indoor Localization System for Mobile Robot Based on Visible Light Communication

Hui Qiao, Tingzhang Liu, Yupeng Lu

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

2023

A method for industrial process fault diagnosis based on stacked denoising autoencoders and outlier detection algorithm.

Yupeng Lu, Tingzhang Liu, Kan Tang, Hui Qiao

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

2023

Research on indoor real-time positioning technology of LED visible light communication based on arbitrary three-axis rotation angle

Liangliang Lv, Tingzhang Liu, Wenyi Yan, Ruijie Fan

Journal of Physics Conference Series

DOI

2023

Variable Gate Resistance Drive Circuit Based on di/dt Feedback for IGBT

Wenyi Yan, Tingzhang Liu, Liangliang Lv, Ruijie Fan

Journal of Physics Conference Series

DOI

2023

Traction Network Wire Current Detection Based on Ring-Shaped TMR Array

X. P. Xu, Li Xia Yang, Huayun Chen, Tingzhang Liu, X. L. Xu, Z. Sun, H.L. Liu

IEEE Transactions on Transportation Electrification

DOI

2022

Optimal scheduling for unit commitment with electric vehicles and uncertainty of renewable energy sources

Jian Pan, Tingzhang Liu

Energy Reports

DOI

2022

On-Line Detection of Railway Power Frequency Current Based on Tunnel Magnetoresistance

Xiaopeng Xu, Huayun Chen, Tingzhang Liu, Min Zhu, J. G. Wang

IEEE Transactions on Instrumentation and Measurement

DOI

2021

Study of thermal sensation prediction model based on support vector classification (SVC) algorithm with data preprocessing

Tingzhang Liu, Linyi Jin, Chujun Zhong, Xue Fan

Journal of Building Engineering

DOI

2021

Multi-Parameter Identification of Resonant Wireless Charging System for Electric Vehicles

Ziheng Zhang, Tingzhang Liu, Hao Lü

China Automation Congress (CAC)

DOI

2021

Integration of Ensemble GoogLeNet and Modified Deep Residual Networks for Short-Term Load Forecasting

Aijia Ding, Tingzhang Liu, Xue Min Zou

Electronics

DOI

2021

New global optimization algorithms based on multi-loop distributed control systems with serial structure and ring structure for solving global optimization problems

Baiquan Lü, Zheng Zhongwei, Zhijun Zhang, Ying Jie Yu, Tingzhang Liu

Engineering Applications of Artificial Intelligence

DOI

2021

Modeling Thermal Sensation Prediction Using Random Forest Classifier

Linyi Jin, Tingzhang Liu, Jing Ma

Communications in computer and information science

DOI

2021

Review of Machine Learning for Short Term Load Forecasting

Aijia Ding, Huifen Chen, Tingzhang Liu

Communications in computer and information science

DOI

2021

Real-Time Adjustment and Control of Three-Phase Load Balance Based on Change-Phase Switch

Xuewen Liu, Tingzhang Liu, Xing Chen

Communications in computer and information science

DOI

2021

TMR Busbar Current Sensor With Good Frequency Characteristics

X. P. Xu, Shuang Wang, Tingzhang Liu, Min Zhu, J. G. Wang

IEEE Transactions on Instrumentation and Measurement

DOI

2021

Nonintrusive Installation of the TMR Busbar DC Current Sensor

X. P. Xu, Tingzhang Liu, Min Zhu, J. G. Wang

Journal of Sensors

DOI

2020

基于自适应模糊聚类与核主元分析混合模型的变压器异常检测

林越，刘廷章，唐侃

《科技通报》

DOI

2020

Frequency Aliasing-Based Spatial-Wavenumber Filter for Online Damage Monitoring

Bin Liu, Tingzhang Liu, Jianfei Zhao, Dan Hang

Shock and Vibration

DOI

2020

New Small-Volume High-Precision TMR Busbar DC Current Sensor

X. P. Xu, Tingzhang Liu, Min Zhu, J. G. Wang

IEEE Transactions on Magnetics

DOI

2019

A global optimization algorithm based on multi-loop neural network control

Lu Baiquan, Ni Chenlong, Zheng Zhongwei, Liu Tingzhang

Journal Of Systems Engineering And Electronics，Vol. 300, No. 50

DOI

2019

基于隐生灭过程模型的充电桩故障诊断研究

林越，刘廷章，潘建，曾福庚

《合肥工业大学学报(自然科学版)》

2019

基于容差参数区间估计法的谐振式无线充电系统故障诊断

邢琛，刘廷章，林越，赵剑飞

《仪表技术与传感器》

2019

计及可拓理论与聚类算法的变压器异常状态检测

林越，刘廷章，曾福庚

《合肥工业大学学报(自然科学版)》

2019

基于改进ARX模型的房间冷负荷预测

邰敏，李占培，刘廷章，金碧瑶，薛凡

《控制工程》

DOI

2019

An Aircraft Pallet Damage Monitoring Method Based on Damage Subarea Identification and Probability-Based Diagnostic Imaging

Bin Liu, Tingzhang Liu, Yue Lin, Jianfei Zhao

Journal of Advanced Transportation

DOI

2019

Output feedback fault-tolerant control for a class of nonlinear systems via dynamic gain and neural network

Xiaoye Xi, Tingzhang Liu, Jianfei Zhao, Limin Yan

Neural Computing and Applications

DOI

2019

An orientation-Independent Geomagnetic Indoor Localization Method for Mobile Phone

Kaixiao Zhao, Tingzhang Liu, Jianfei Zhao

Chinese Automation Congress

DOI

2019

Modeling The Thermal Prediction Using The Fuzzy Rule Classifier

Chujun Zhong, Tingzhang Liu, Jianfei Zhao

Chinese Automation Congress

DOI

2019

A Lamb Wave Wavenumber-Searching Method for a Linear PZT Sensor Array

Bin Liu, Tingzhang Liu, Jianfei Zhao

Sensors

DOI

2019

Fault diagnosis and fault-tolerant control for system with fast time-varying delay

Xiaoye Xi, Jianfei Zhao, Tingzhang Liu, Limin Yan

Automatika

DOI

2019

Research on an Auto-Optimized Capacitor Voltage Balancing Control Strategy of MMC SM for Renewable Energy HVDC Transmission System

Jianfei Zhao, Changjiu Kong, Tingzhang Liu, Ruihua Li

Electronics

DOI

2019

Adaptive Robust Control System for Axial Flux Permanent Magnet Synchronous Motor of Electric Medium Bus Based on Torque Optimal Distribution Method

Shuang Wang, Jianfei Zhao, Tingzhang Liu, Minqi Hua

Energies

DOI

2018

基于观测器的离散互联系统的故障诊断

奚晓晔，赵剑飞，刘廷章，严利民，潘建

《仪器仪表学报》

DOI

2018

基于双向KL距离聚类算法的变压器状态异常检测

林越，刘廷章，黄莉荣，奚晓晔，潘建

《广西师范大学学报(自然科学版)》

2018

基于AP-HMM混合模型的充电桩故障诊断

林越，刘廷章，陈一凡，金勇，梁立新

《广西师范大学学报(自然科学版)》

2018

基于故障字典法的交流充电桩故障检测

金勇，梁立新，刘廷章，邢琛

《电子技术应用》

2018

Study on Topology and Control Strategy of High-Precision and Wide-Range Hybrid Converter for Photovoltaic Cell Simulator

Jianfei Zhao, Minqi Hua, Tingzhang Liu, Tao Yu

Energies

DOI

2018

Power Transformer Anomaly Detection Based on Adaptive Kernel Fuzzy C-Means Clustering and Kernel Principal Component Analysis

Kan Tang, Tingzhang Liu, Xiaoye Xi, Yue Lin, Jianfei Zhao

Australian & New Zealand Control Conference (ANZCC)

DOI

2018

Distributed-observer-based fault diagnosis and fault-tolerant control for time-varying discrete interconnected systems

Xiaoye Xi, Jianfei Zhao, Tingzhang Liu, Limin Yan

Journal of Ambient Intelligence and Humanized Computing

DOI

2018

Research on a Sliding Mode Vector Control System Based on Collaborative Optimization of an Axial Flux Permanent Magnet Synchronous Motor for an Electric Vehicle

Jianfei Zhao, Minqi Hua, Tingzhang Liu

Energies

DOI

2018

LED Visible Light Communication Indoor Positioning Method Based on Mobile Phone at Any Horizontal Orientation

Cui Liu, Tingzhang Liu, Xing Chen, Jianfei Zhao

Chinese Control Conference (CCC)

DOI

2018

Parameter Identification of Primary Side in Wireless Charging System Based on Adaptive Particle Swarm Optimization

Xing Chen, Tingzhang Liu, Jianfei Zhao, Yue Lin

Chinese Control Conference (CCC)

DOI

2017

The re-optimization strategy of multi-layer hybrid building’s cooling and heating load soft sensing technology research based on temperature interval and hierarchical modeling techniques

Kai Liu, Tingzhang Liu, Pan Jian, Yue Lin

Sustainable Cities and Society

DOI

2017

Comprehensive approach to modeling and simulation of dynamic soft-sensing design for real-time building energy consumption

Kai Liu, Tingzhang Liu, Ping Fang, Zhan-Pei Li

International Journal of Distributed Sensor Networks

DOI

2016

ARX模型房间逐时冷负荷预测方法

金碧瑶，李占培，刘廷章，张颖婍，闫斌，张修红

《中国测试》

2016

建筑空间负荷预测方法

刘廷章，邰敏，李占培，姚丽霞

《暖通空调》

2016

基于三维热传导方程的空调房间温度场软测量方法

张颖婍，李占培，刘廷章，黄雪莲，邹雅君，潘超

《测控技术》

DOI

2016

A Simulation Model to Calculate Temperature Distribution of an Air-Conditioned Room

Ping Fang, Tingzhang Liu, Kai Liu, Zhang Yingqi, Jianfei Zhao

International Conference on Intelligent Human-Machine Systems and Cybernetics

DOI

2016

A Hybrid Model of AR and PNN Method for Building Thermal Load Forecasting

Tingzhang Liu, Kai Liu, Ping Fang, Jianfei Zhao

Communications in computer and information science

DOI

2016

Study on Temperature Distribution with CFD Simulations of an Air-Conditioned Room

Ping Fang, Tingzhang Liu, Kai Liu, Jianfei Zhao

Communications in computer and information science

DOI

2015

基于频域分解的房间冷负荷建模及软测量技术

李占培，刘廷章，张颖婍

《仪器仪表学报》

DOI

2015

基于传热机理的实时冷负荷预测

金碧瑶，李占培，刘廷章，张修红，闫斌，张颖婍

《中国测试》

2015

Design of LED TRIAC Dimming Circuit Based on SSL2101T

Xiu Hong Zhang, Tingzhang Liu, Ling Yun Cao

Applied Mechanics and Materials

DOI

2014

The optimizing design for LED color mixing based on artificial fish swarm algorithm

Xinyuan Luan, Tingzhang Liu

DOI

2014

Room Cooling Load Calculation Based on Soft Sensing

Li Zhanpei, Xinyuan Luan, Tingzhang Liu, Biyao Jin, Yingqi Zhang

Communications in computer and information science

DOI

2014

An Improved Artificial Fish Swarm Algorithm and Application

Xinyuan Luan, Biyao Jin, Tingzhang Liu, Yingqi Zhang

Communications in computer and information science

DOI

2012

A Real-Time Experimental Method for Room Cooling Load Calculations

Tingzhang Liu, An Hong Gong, Li Yao

Advanced materials research

DOI

2011

力矩电机性能实时监测技术研究

刘廷章，尚晓锋，王世松，龚安红

《组合机床与自动化加工技术》

2011

基于房间温度响应特性的实时负荷建模方法

姚丽霞，刘廷章

《系统仿真学报》

2011

Design of Remote Monitoring System for LED Lighting

Ying Qing Wu, Tingzhang Liu, Jie Shen

Advanced materials research

DOI

2011

Modeling of Real-time Air Conditioning Load Based on Room Temperature Response Characteristics

Tingzhang Liu

Jisuanji fangzhen

2010

力矩电机伺服系统性能测试技术研究

袁文，刘廷章，张国平，赵天锡

《微电机》

2010

Design and Implementation of a Novel High-performance Stand-alone Photovoltaic LED Lighting System

Ye Ai, Tingzhang Liu, Shisong Wang

Asia-Pacific Power and Energy Engineering Conference (APPEEC)

DOI

2010

Research on High-Efficiency Driving Technology for High Power LED Lighting

Tingzhang Liu, Shisong Wang, Shi Song, Ye Ai

Asia-Pacific Power and Energy Engineering Conference (APPEEC)

DOI

2007

Neural Network Inverse Control for Turning Complex Profile of Piston

Tingzhang Liu, Xiao Yang, Jian Wang

Lecture notes in computer science

DOI

精选作品

期刊论文

Enhancing Frequency Stability in Interconnected Microgrids via a Two‐Degree‐of‐Freedom Interval Type‐2 Fuzzy Control Strategy

Two-stage intra-day control strategy of EV charging and air conditioner loads in commercial buildings for system load reshaping

Visible light localization scheme for mobile robots based on multi-sensor fusion

Research on the Optimal Layout of a Dehumidification System for the Yungang Grottoes Based on CFD

TPE-GRIN: Temporal Positional Encoding Enhanced Graph Network for Missing Data Imputation in Cultural Heritage Monitoring

Sliding Window-LSTM and VMD-LSTM Model for Yungang Grottoes Weather Predictions

Optimization of Natural Ventilation via Computational Fluid Dynamics Simulation and Hybrid Beetle Antennae Search and Particle Swarm Optimization Algorithm for Yungang Grottoes, China

Prediction of Environmental Parameters of Yungang Grottoes Based on BO-CNN-LSTM Artificial Neural Network

A CFD Based Optimization of Natural Ventilation Strategy for Yungang Grottoes

Research on Anti-Saturation Integral Sliding Mode Control Strategy Based on Fuzzy EKF Perturbation Observation

Heuristic-Based Optimal Load Frequency Control with Offsite Backup Controllers in Interconnected Microgrids

基于深度学习的房间冷负荷预测模型

Indoor Localization System for Mobile Robot Based on Visible Light Communication

A method for industrial process fault diagnosis based on stacked denoising autoencoders and outlier detection algorithm.

Research on indoor real-time positioning technology of LED visible light communication based on arbitrary three-axis rotation angle

Variable Gate Resistance Drive Circuit Based on di/dt Feedback for IGBT

Traction Network Wire Current Detection Based on Ring-Shaped TMR Array

Optimal scheduling for unit commitment with electric vehicles and uncertainty of renewable energy sources

On-Line Detection of Railway Power Frequency Current Based on Tunnel Magnetoresistance

Study of thermal sensation prediction model based on support vector classification (SVC) algorithm with data preprocessing

Multi-Parameter Identification of Resonant Wireless Charging System for Electric Vehicles

Integration of Ensemble GoogLeNet and Modified Deep Residual Networks for Short-Term Load Forecasting

New global optimization algorithms based on multi-loop distributed control systems with serial structure and ring structure for solving global optimization problems

Modeling Thermal Sensation Prediction Using Random Forest Classifier

Review of Machine Learning for Short Term Load Forecasting

Real-Time Adjustment and Control of Three-Phase Load Balance Based on Change-Phase Switch

TMR Busbar Current Sensor With Good Frequency Characteristics

Nonintrusive Installation of the TMR Busbar DC Current Sensor

基于自适应模糊聚类与核主元分析混合模型的变压器异常检测

Frequency Aliasing-Based Spatial-Wavenumber Filter for Online Damage Monitoring

New Small-Volume High-Precision TMR Busbar DC Current Sensor

A global optimization algorithm based on multi-loop neural network control

基于隐生灭过程模型的充电桩故障诊断研究

基于容差参数区间估计法的谐振式无线充电系统故障诊断

计及可拓理论与聚类算法的变压器异常状态检测

基于改进ARX模型的房间冷负荷预测

An Aircraft Pallet Damage Monitoring Method Based on Damage Subarea Identification and Probability-Based Diagnostic Imaging

Output feedback fault-tolerant control for a class of nonlinear systems via dynamic gain and neural network

An orientation-Independent Geomagnetic Indoor Localization Method for Mobile Phone

Modeling The Thermal Prediction Using The Fuzzy Rule Classifier

A Lamb Wave Wavenumber-Searching Method for a Linear PZT Sensor Array

Fault diagnosis and fault-tolerant control for system with fast time-varying delay

Research on an Auto-Optimized Capacitor Voltage Balancing Control Strategy of MMC SM for Renewable Energy HVDC Transmission System

Adaptive Robust Control System for Axial Flux Permanent Magnet Synchronous Motor of Electric Medium Bus Based on Torque Optimal Distribution Method

基于观测器的离散互联系统的故障诊断

基于双向KL距离聚类算法的变压器状态异常检测

基于AP-HMM混合模型的充电桩故障诊断

基于故障字典法的交流充电桩故障检测

Study on Topology and Control Strategy of High-Precision and Wide-Range Hybrid Converter for Photovoltaic Cell Simulator

Power Transformer Anomaly Detection Based on Adaptive Kernel Fuzzy C-Means Clustering and Kernel Principal Component Analysis

Distributed-observer-based fault diagnosis and fault-tolerant control for time-varying discrete interconnected systems

Research on a Sliding Mode Vector Control System Based on Collaborative Optimization of an Axial Flux Permanent Magnet Synchronous Motor for an Electric Vehicle

LED Visible Light Communication Indoor Positioning Method Based on Mobile Phone at Any Horizontal Orientation

Parameter Identification of Primary Side in Wireless Charging System Based on Adaptive Particle Swarm Optimization

The re-optimization strategy of multi-layer hybrid building’s cooling and heating load soft sensing technology research based on temperature interval and hierarchical modeling techniques

Comprehensive approach to modeling and simulation of dynamic soft-sensing design for real-time building energy consumption

ARX模型房间逐时冷负荷预测方法

建筑空间负荷预测方法

基于三维热传导方程的空调房间温度场软测量方法

A Simulation Model to Calculate Temperature Distribution of an Air-Conditioned Room

A Hybrid Model of AR and PNN Method for Building Thermal Load Forecasting

Study on Temperature Distribution with CFD Simulations of an Air-Conditioned Room

基于频域分解的房间冷负荷建模及软测量技术

基于传热机理的实时冷负荷预测

Design of LED TRIAC Dimming Circuit Based on SSL2101T

The optimizing design for LED color mixing based on artificial fish swarm algorithm

Room Cooling Load Calculation Based on Soft Sensing

An Improved Artificial Fish Swarm Algorithm and Application

A Real-Time Experimental Method for Room Cooling Load Calculations

力矩电机性能实时监测技术研究

基于房间温度响应特性的实时负荷建模方法

Design of Remote Monitoring System for LED Lighting

Modeling of Real-time Air Conditioning Load Based on Room Temperature Response Characteristics

力矩电机伺服系统性能测试技术研究

Design and Implementation of a Novel High-performance Stand-alone Photovoltaic LED Lighting System

Research on High-Efficiency Driving Technology for High Power LED Lighting

Neural Network Inverse Control for Turning Complex Profile of Piston

会议论文