龙卓｜长沙理工大学｜学者主页

2026

基于量化感知训练的互感器剩余寿命预测轻量化方法

张威，毛娇娜，包卓琳，龙卓，张晓飞

《电力科学与技术学报》

2026

基于SDP图像转换和融合自注意力机制U-net神经网络的电机故障诊断

徐丽，周腊吾，龙卓，周子靖，周宇微，吴子豪

《中国测试》

2026

基于小波卷积神经网络的配电网互感器监测预测方法

汪鹏，邹文芳，寇海俊，曹雨晴，张晓飞，龙卓

《供用电》

DOI

2026

Short-term PV Power Forecasting Method Based on Adaptive Frequency Decomposition and TCN-BiGRU Hybrid Model

X Y Yang, Huiyu Zhan, Liwei Xie, Zhuo Long, Yichong Peng, Jigang Zhang

DOI

2026

Power Grid Load Forecasting Method Based on Markov Field Diagram and Graph LSTM

Xinlin Shi, Zhuo Long, Liwei Xie, Yuxuan Bai, Ming Yang, WeiMing Kuang, Mulin Liu

DOI

2026

Grid Load Forecasting Based on Adaptive Spatio-Temporal Graph Representation

Li Xiao, Zhuo Long, Gongping Wu, Fengqin Huang, Jingjie Huang, Jinpeng You

Journal of Physics Conference Series

DOI

2026

Wind turbine condition monitoring based on state reconstruction with multi-scale feature aggregation transformer

Junhong Zhou, Xu Yang, Xiaofei Zhang, Zhuo Long, Guojun Qin

Measurement Science and Technology

DOI

2026

A novel motor fault diagnosis with Chladni-based vibration visualization

Zhuo Long, Wenshan Feng, Gongping Wu, Ming-hao Wang, Hui Wang, Daming Wang, Fengqin Huang, Zhiwei Jia, Xuan Zhou

Measurement Science and Technology

DOI

2025

基于SDP图像处理和深度学习的电机故障诊断

徐丽，周腊吾，龙卓，徐超钧，吴子豪，周宇微

《电工技术》

DOI

2025

参数失配下永磁同步电机无模型定子磁链滑模控制

肖虎，吴公平，龙卓，郑剑，李泽文

《电工技术学报》

2025

基于全连接时空图的短期电力负荷预测方法

徐智远，缪卓窈，龙卓，吴公平，邓丰，邓乐

《电力科学与技术学报》

2025

A Discrete-continuous Two-layer Optimization Methodology for Distribution Networks Considering Power Converter Embedded Hybrid On-load Regulator Transformers*

Xu Yang, Houyu He, Jin Zhu, Hongming Yang, Yu Jie Zheng, Yu Lei, Zhuo Long, Yan Xu

Chinese Journal of Electrical Engineering

DOI

2025

Fault Diagnosis of Harmonic Drives Based on Blockwise-Aggregated Gramian Angular Difference Field

Yuan Li, Jing Lv, Xiaoguang Ma, Zhuo Long

Global Reliability and Prognostics and Health Management Conference (PHM)

DOI

2025

Robust Speed-Stator Flux Tolerant Predictive Control for PMSM Drives With Parameters Disturbance Faults Diagnosis

Gongping Wu, Peiyi Guan, Fengqin Huang, Zhuo Long, Jing He

IEEE Sensors Journal

DOI

2025

Grid Load Forecasting Based On Spatio-temporal Graphical Information

Wenshan Feng, Zhuo Long, Gongping Wu, Liwei Xie, Jinping Xie, Fengqin Huang

Journal of Physics Conference Series

DOI

2025

Motor fault diagnosis method based on spiking convolutional neural network with multi-scale decomposition local features

Gongping Wu, Zhiwen Huang, Zhuo Long, Fengqin Huang, Minghao Wang, Xiaofei Zhang

ISA Transactions

DOI

2025

Incremental Few-Shot Fault Diagnosis With Cosine-Represent Real-Time Evolved Network of Transmission Systems

Shen Yan, Haidong Shao, Zhuo Long, Bin Liu

IEEE Transactions on Transportation Electrification

DOI

2025

DRMAF-Transformer: An End-to-End Adaptive Fusion Framework for Fault Diagnosis of Harmonic Drivers

Kang Xu, Shaowei Yang, Xiaoguang Ma, Zhuo Long

International Conference on Sensors and Information Technology (ICSI)

DOI

2025

Large scale foundation models for intelligent manufacturing applications: a survey

Haotian Zhang, Stuart Dereck Semujju, Zhicheng Wang, Xianwei Lv, Kang Xu, Liang Wu, Ye Jia, Jing Wu, Wensheng Liang, Ruiyan Zhuang, Zhuo Long, Ruijun Ma, Xiaoguang Ma

Journal of Intelligent Manufacturing

DOI

2025

DRL-GCNet: A Deep Reinforcement Learning and Graph Convolutional Network for Harmonic Drive Fault Diagnosis

Zhenrui Wu, Zhuo Long, Chunbo Luo, Shangbo Wang, Xiaoguang Ma

IEEE Transactions on Instrumentation and Measurement

DOI

2024

考虑源荷不确定性及用户侧需求响应的综合能源系统多时间尺度优化调度

陈湘元，吴公平，龙卓，肖辉，徐丽，凌琪芸

《电力科学与技术学报》

2024

Fault Diagnosis Based on Vibration and Torque Signals

Hui Fei Huang, Zhuo Long, Donghong Han

Global Reliability and Prognostics and Health Management Conference (PHM)

DOI

2024

Fault location method for multi-section hybrid lines considers velocity uncertainty

Liwei Xie, Youpeng Wang, Yang Xiao, Xiangjun Zeng, Yan Mo, Zhuo Long

International Journal of Electrical Power & Energy Systems

DOI

2024

Parallel Spatial-Temporal Graph Attention Network for Short Term Multi-Sequence Load Forecasting

Zhuo Long, Xu ZhiYuan, Gongping Wu, Deng Feng, Chen Xiangyuan, Wenshan Feng, Huang Zhiwen

IEEE Transactions on Power Delivery

DOI

2024

Robust Cascaded Model-Free Tolerant Control With Parameters Mismatch Fault Diagnosis for PMSM Drive System

Gongping Wu, Xiao Qian Hu, Zhuo Long, Jing He, Zewen Li

IEEE Sensors Journal

DOI

2024

Motor Diagnosis Based on 3-D Spherical Projected Point Cloud

Zhuo Long, Zhiyuan Xu, Gongping Wu, Feng Deng, Meidi Sun, Minghao Wang, Zhiwen Huang, Wenshan Feng

IEEE Sensors Journal

DOI

2024

A Novel Domain Incremental Learning Method for Bearing Fault Diagnosis Based on F&K

Meidi Sun, Xinmiao Xiao, Tangyan Chen, Qing He, Zhuo Long, Ling Li

IEEE Transactions on Industrial Informatics

DOI

2024

Motor fault diagnosis based on multisensor-driven visual information fusion

Zhuo Long, Jinyuan Guo, Xiaoguang Ma, Gongping Wu, Zhimeng Rao, Xiaofei Zhang, Zhiyuan Xu

ISA Transactions

DOI

2024

Motor Fault Diagnosis Using Attention-Based Multisensor Feature Fusion

Zhuoyao Miao, Wenshan Feng, Zhuo Long, Gongping Wu, Le Deng, Xuan Zhou, Liwei Xie

Energies

DOI

2024

Model-free predictive flux vector control for N ∗ 3-Phase PMSM drives considering parameters mismatch

Gongping Wu, Xiangyuan Chen, Qiuwei Wu, Zhuo Long, Sheng Huang, Changfan Zhang

International Journal of Electrical Power & Energy Systems

DOI

2024

Fault Diagnosis of Harmonic Drives Based on Markov Field Graph Information

Shulei Huang, Xinhao Guo, Zhuo Long, Xiaoguang Ma, Wenjie Chen, Wenjie Lin, Runda Jia, Puhong Duan, Xiaoyu Jiang

IEEE Sensors Journal

DOI

2024

Motor diagnosis based on vibration imaging and CNN

Zhiyuan Xu, Zhuo Long, Libing Ren, Gongping Wu

International Symposium on Sensors, Mechatronics, and Automation System (ISSMAS)

DOI

2023

考虑参数失配的PMSM鲁棒无差拍预测电流控制

龙丹，唐润忠，吴公平，何静，龙卓

《电力科学与技术学报》

DOI

2023

Secure and Private Fault Detections of Wind Turbine Through Blockchain-Enabled Federated Learning

Xinhao Guo, Yangxia Xiang, Zhuo Long, Xiaoguang Ma, Runda Jia, Jie Jia

Global Reliability and Prognostics and Health Management Conference (PHM)

DOI

2023

Bearing Remaining Useful Life Prediction Based on BERT Fine-tuning

Junan Zhu, Zhuo Long, Xiaoguang Ma, Feng Luan

Global Reliability and Prognostics and Health Management Conference (PHM)

DOI

2023

Wind Power Fault Detection Based on Vertical Federated Learning

Dike Yang, Zhuo Long, Xiaoguang Ma, Bin Xu

Global Reliability and Prognostics and Health Management Conference (PHM)

DOI

2023

A Fault Diagnosis Method of Harmonic Reducers Based on Markov Field Graphs and Graphormer

Wenpeng Xu, Xiaoguang Ma, Zhuo Long, Lu Meng

Global Reliability and Prognostics and Health Management Conference (PHM)

DOI

2023

SPD Manifold-Based Graph Neural Network for Fault Diagnosis of Harmonic Drive

Wei Cheng, Zhuo Long, Xiaoguang Ma, Chuanwen Li

International Conference on Electronic Information Engineering and Computer Communication (EIECC)

DOI

2023

Few-Shot Fault Diagnosis Based on Heterogeneous Information Fusion and Meta Learning

Xiaofei Zhang, Jingbo Tang, Yinpeng Qu, Guojun Qin, Lei Guo, Jinping Xie, Zhuo Long

IEEE Sensors Journal

DOI

2023

SBS_FD: Fault Diagnosis of Harmonic Reducers Based on Symmetrized Dot Pattern, Bag of Visual Word, and Support Vector Machine Jointed Method

Xinming Han, Zhuo Long, Xiaoguang Ma, Jie Jia, Wenjie Chen, Wenjie Lin

IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems

DOI

2023

Fault Diagnosis of Harmonic Drives Based on an SDP-ConvNeXt Joint Methodology

Shaowei Yang, Yangxia Xiang, Zhuo Long, Xiaoguang Ma, Qichuan Ding, Jie Jia

IEEE Transactions on Instrumentation and Measurement

DOI

2023

Demagnetization Fault Diagnosis of PMSM Using Custom Phase Space Reconstruction Image

Jinping Xie, Zhuo Long, Xiaofei Zhang, Guojun Qin, Fengqin Huang, Zhimeng Rao

IEEE Transactions on Instrumentation and Measurement

DOI

2023

A Novel Data-Driven Mechanical Fault Diagnosis Method for Induction Motors Using Stator Current Signals

Meidi Sun, Hui Wang, Ping Liu, Zhuo Long, Jiangtao Yang, Shoudao Huang

IEEE Transactions on Transportation Electrification

DOI

2022

基于SDP和SURF特征提取的异步电机故障诊断方法

蒋亦悦，刘莺，王玺帏，龙卓，张晓飞

《微电机》

2022

Multisensor-Driven Motor Fault Diagnosis Method Based on Visual Features

Yao Tang, Xiaofei Zhang, Sheng Hua Huang, Guojun Qin, Yunze He, Yinpeng Qu, Jinping Xie, Junhong Zhou, Zhuo Long

IEEE Transactions on Industrial Informatics

DOI

2022

Fault Prediction for Electromechanical Equipment Based on Spatial-Temporal Graph Information

Xiaofei Zhang, Zhuo Long, Jian Peng, Gongping Wu, Haifeng Hu, Mingcheng Lyu, Guojun Qin, Dianyi Song

IEEE Transactions on Industrial Informatics

DOI

2022

Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motors Using Magnetic Leakage Signals

Fengqin Huang, Xiaofei Zhang, Guojun Qin, Jinping Xie, Jian Peng, Shoudao Huang, Zhuo Long, Yao Tang

IEEE Transactions on Industrial Informatics

DOI

2022

Fault Detection of Permanent Magnet Synchronous Motor Based on Image Content Retrieval

Jinping Xie, Xiaofei Zhang, Jinyuan Guo, Guojun Qin, Fengqin Huang, Sheng Hua Huang, Zhuo Long

IEEE Transactions on Instrumentation and Measurement

DOI

2022

Motor Fault Diagnosis Based on Scale Invariant Image Features

Zhuo Long, Xiao-Fei Zhang, Min-Jie He, Shoudao Huang, G. Qin, Dianyi Song, Yao Tang, Gongping Wu, Weizhi Liang, Hai-Dong Shao

IEEE Transactions on Industrial Informatics

DOI

2022

Graph Cardinality Preserved Attention Network for Fault Diagnosis of Induction Motor Under Varying Speed and Load Condition

Yao-Wu Tang, Xiao-Fei Zhang, G. Qin, Zhuo Long, Shoudao Huang, Dianyi Song, Hai-Dong Shao

IEEE Transactions on Industrial Informatics

DOI

2021

基于多维信息融合与视觉知识的电机故障智能诊断与预测技术研究

龙卓

《湖南大学》

2021

Motor Fault Diagnosis Using Image Visual Information and Bag of Words Model

Zhuo Long, Xiao-Fei Zhang, Dianyi Song, Yao Tang, Shoudao Huang, Weizhi Liang

IEEE Sensors Journal

DOI

2021

Interturn Short-Circuit Fault Diagnosis of PMSM for Small Hydropower

Ling Fang, Xiao-Fei Zhang, Shoudao Huang, Jinping Xie, Zhuo Long, Fengqin Huang

2021 IEEE 4th International Electrical and Energy Conference (CIEEC)

DOI

2021

Rotating Machine Systems Fault Diagnosis Using Semisupervised Conditional Random Field-Based Graph Attention Network

Yao Tang, Xiao-Fei Zhang, Yujia Zhai, G. Qin, Dianyi Song, Shoudao Huang, Zhuo Long

IEEE Transactions on Instrumentation and Measurement

DOI

2021

Motor fault diagnosis using attention mechanism and improved adaboost driven by multi-sensor information

Zhuo Long, Xiao-Fei Zhang, Li Zhang, G. Qin, Shoudao Huang, Dianyi Song, Hai-Dong Shao, Gongping Wu

DOI

2019

一种双频基片集成波导介电常数测试系统

龙卓，刘长军

《计算》

2019

基于SIW的介电系数宽带测量装置

陈虎，陈倩，刘长军，黄卡玛，龙卓

《化工学报》

2018

基于LabVIEW的S波段注入锁频磁控管功率合成监测保护系统

李果，龙卓，位宇，刘长军

《真空电子技术》

2015

脉冲强磁场科学实验站低温液位测量系统

龙卓

《华中科技大学》

精选作品

期刊论文

基于量化感知训练的互感器剩余寿命预测轻量化方法

基于SDP图像转换和融合自注意力机制U-net神经网络的电机故障诊断

基于小波卷积神经网络的配电网互感器监测预测方法

Short-term PV Power Forecasting Method Based on Adaptive Frequency Decomposition and TCN-BiGRU Hybrid Model

Power Grid Load Forecasting Method Based on Markov Field Diagram and Graph LSTM

Grid Load Forecasting Based on Adaptive Spatio-Temporal Graph Representation

Wind turbine condition monitoring based on state reconstruction with multi-scale feature aggregation transformer

A novel motor fault diagnosis with Chladni-based vibration visualization

基于SDP图像处理和深度学习的电机故障诊断

参数失配下永磁同步电机无模型定子磁链滑模控制

基于全连接时空图的短期电力负荷预测方法

A Discrete-continuous Two-layer Optimization Methodology for Distribution Networks Considering Power Converter Embedded Hybrid On-load Regulator Transformers*

Fault Diagnosis of Harmonic Drives Based on Blockwise-Aggregated Gramian Angular Difference Field

Robust Speed-Stator Flux Tolerant Predictive Control for PMSM Drives With Parameters Disturbance Faults Diagnosis

Grid Load Forecasting Based On Spatio-temporal Graphical Information

Motor fault diagnosis method based on spiking convolutional neural network with multi-scale decomposition local features

Incremental Few-Shot Fault Diagnosis With Cosine-Represent Real-Time Evolved Network of Transmission Systems

DRMAF-Transformer: An End-to-End Adaptive Fusion Framework for Fault Diagnosis of Harmonic Drivers

Large scale foundation models for intelligent manufacturing applications: a survey

DRL-GCNet: A Deep Reinforcement Learning and Graph Convolutional Network for Harmonic Drive Fault Diagnosis

考虑源荷不确定性及用户侧需求响应的综合能源系统多时间尺度优化调度

Fault Diagnosis Based on Vibration and Torque Signals

Fault location method for multi-section hybrid lines considers velocity uncertainty

Parallel Spatial-Temporal Graph Attention Network for Short Term Multi-Sequence Load Forecasting

Robust Cascaded Model-Free Tolerant Control With Parameters Mismatch Fault Diagnosis for PMSM Drive System

Motor Diagnosis Based on 3-D Spherical Projected Point Cloud

A Novel Domain Incremental Learning Method for Bearing Fault Diagnosis Based on F&K

Motor fault diagnosis based on multisensor-driven visual information fusion

Motor Fault Diagnosis Using Attention-Based Multisensor Feature Fusion

Model-free predictive flux vector control for N ∗ 3-Phase PMSM drives considering parameters mismatch

Fault Diagnosis of Harmonic Drives Based on Markov Field Graph Information

Motor diagnosis based on vibration imaging and CNN

考虑参数失配的PMSM鲁棒无差拍预测电流控制

Secure and Private Fault Detections of Wind Turbine Through Blockchain-Enabled Federated Learning

Bearing Remaining Useful Life Prediction Based on BERT Fine-tuning

Wind Power Fault Detection Based on Vertical Federated Learning

A Fault Diagnosis Method of Harmonic Reducers Based on Markov Field Graphs and Graphormer

SPD Manifold-Based Graph Neural Network for Fault Diagnosis of Harmonic Drive

Few-Shot Fault Diagnosis Based on Heterogeneous Information Fusion and Meta Learning

SBS_FD: Fault Diagnosis of Harmonic Reducers Based on Symmetrized Dot Pattern, Bag of Visual Word, and Support Vector Machine Jointed Method

Fault Diagnosis of Harmonic Drives Based on an SDP-ConvNeXt Joint Methodology

Demagnetization Fault Diagnosis of PMSM Using Custom Phase Space Reconstruction Image

A Novel Data-Driven Mechanical Fault Diagnosis Method for Induction Motors Using Stator Current Signals

基于SDP和SURF特征提取的异步电机故障诊断方法

Multisensor-Driven Motor Fault Diagnosis Method Based on Visual Features

Fault Prediction for Electromechanical Equipment Based on Spatial-Temporal Graph Information

Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motors Using Magnetic Leakage Signals

Fault Detection of Permanent Magnet Synchronous Motor Based on Image Content Retrieval

Motor Fault Diagnosis Based on Scale Invariant Image Features

Graph Cardinality Preserved Attention Network for Fault Diagnosis of Induction Motor Under Varying Speed and Load Condition

基于多维信息融合与视觉知识的电机故障智能诊断与预测技术研究

Motor Fault Diagnosis Using Image Visual Information and Bag of Words Model

Interturn Short-Circuit Fault Diagnosis of PMSM for Small Hydropower

Rotating Machine Systems Fault Diagnosis Using Semisupervised Conditional Random Field-Based Graph Attention Network

Motor fault diagnosis using attention mechanism and improved adaboost driven by multi-sensor information

一种双频基片集成波导介电常数测试系统

基于SIW的介电系数宽带测量装置

基于LabVIEW的S波段注入锁频磁控管功率合成监测保护系统

脉冲强磁场科学实验站低温液位测量系统

知识约简与规则获取

研究方向