胡鹤轩｜河海大学｜学者主页

2025

Industrial Internet of Things-based Rolling Bearing Fault Diagnosis Using Generative Models and Attention Mechanism

Jiamao Yu, Hexuan Hu

Nonlinear Dynamics

DOI

2024

A Multi-Scale Convolutional Neural Network with Self-Knowledge Distillation for Bearing Fault Diagnosis

Jiamao Yu, Hexuan Hu

Machines

DOI

2024

MFVAE: A Multiscale Fuzzy Variational Autoencoder for Big Data-Based Fault Diagnosis in Gearbox

Hexuan Hu, Yicheng Cai, Qing Xue Meng, Han Cui, Qiang Hu, Ye Zhang

IEEE Transactions on Fuzzy Systems

DOI

2024

Joint optimal operation of reservoir group based on improved QMIX method

Hexuan Hu

Journal of Smart Water Conservancy

DOI

2023

人工智能技术在模拟预测和优化污水处理中的应用

胡鹤轩，孙昕远

《环境污染与防治》

2023

离散四水库问题基准下基于n步Q-learning的水库群优化调度

胡鹤轩，钱泽宇，胡强，张晔

《中国水利水电科学研究院学报(中英文)》

2023

A Masked One-Dimensional Convolutional Autoencoder for Bearing Fault Diagnosis Based on Digital Twin Enabled Industrial Internet of Things

Hexuan Hu, Yi Feng, Qiang Hu, Ye Zhang

IEEE Journal on Selected Areas in Communications

DOI

2023

A Real-Time Bearing Fault Diagnosis Model Based on Siamese Convolutional Autoencoder in Industrial Internet of Things

Hexuan Hu, Chengcheng Cao, Qiang Hu, Ye Zhang, Zhen-Zhou Lin

IEEE Internet of Things Journal

DOI

2023

Rainfall spatiotemporal interpolation method based on CNN-GRU with attention

Qiang Hu, Qi Feng Sun, Zhi-Hao Chen, Hexuan Hu, Ye Zhang, Zhen-Yun Hu

International Conference on Digital Image Processing

DOI

2023

A decision-making method for reservoir operation schemes based on deep learning and whale optimization algorithm

Qiang Hu, Hexuan Hu, Zhen-zhou Lin, Zhi-hao Chen, Ye Zhang

Frontiers in Plant Science

DOI

2023

A Deep Generative Model with Multiscale Features Enabled Industrial Internet of Things for Intelligent Fault Diagnosis of Bearings

Hexuan Hu, Yicheng Cai, Qiang Hu, Ye Zhang

Research

DOI

2022

基于强化学习算法的水库优化调度研究

胡鹤轩，尹苏明，胡强，张晔，胡震云，义崇政

《水电能源科学》

2022

Reservoirs Optimal Operation Based on Reinforcement Learning

He-xuan Hu, Ze-yu Qian, Qiang Hu, Ye Zhang

Journal of Physics, Conference Series

DOI

2022

Runoff Prediction Based on Deep Residual Shrinkage Long Short-term Memory Network

Zhuang Guan, Hexuan Hu, Qiang Hu, Jiamin Lu

Journal of Physics Conference Series

DOI

2021

Optimization of reservoir operation scheme based on fuzzy optimization and convolutional neural network

He-xuan Hu, Yue Miao, Qiang Hu, Ye Zhang, Zhen-Yun Hu, Rui Ma

International Conference on Digital Image Processing

DOI

2021

Multi-objective Reservoir Optimal Operation Based on GCN and NSGA-II Algorithm

He-xuan Hu, Liang Shao, Qiang Hu, Ye Zhang, Zhen-Yun Hu

2021 4th International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)

DOI

2021

Multiple Kernel Learning with Maximum Inundation Extent from MODIS Imagery for Spatial Prediction of Flood Susceptibility

Qiang Hu, Yuelong Zhu, Hexuan Hu, Zhuang Guan, Zeyu Qian, Aiming Yang

Water Resources Management

DOI

2017

Intelligent Fault Diagnosis of the High-Speed Train With Big Data Based on Deep Neural Networks

He-xuan Hu, Bo Tang, Xuejiao Gong, Wei Wei, Huihui Wang

IEEE Transactions on Industrial Informatics

DOI

2016

Functional Representation of Integrated Wind-Water Desalination Control System

Hexuan Hu, Q. Hua

2016

Establishment of Gait Control Model of Quadruped Robot Based on the Theory of Bionic Motion

He-xuan Hu, Bo Tang, Chun-Lai Shi, Bang-Wen Shi, Xuejiao Gong, Guangtai Jiang, Qiang Hu

DOI

2016

Using Model Checking for Reconfigurable Control

He-xuan Hu, Xuejiao Gong, Bo Tang

2015

Generic Component Based Aggregation Modelling for Reconfigurable Control

He-xuan Hu

DOI

2015

Self-Reconfigurable Control - Part I: Modeling Based on Automated Planning

He-xuan Hu

International Congress of Mathematicans

DOI

2015

Fault diagnosis based on Discrete Event System for power grid

He-xuan Hu, Haohua Li, Yu Jiang, Yue Zheng, Shiping Huang, Y. Sheng

Chinese Control and Decision Conference

DOI

2015

Self-Reconfigurable Control - Part II: Executing Based on Model Checking

He-xuan Hu

International Congress of Mathematicans

DOI

2014

An Aggregation Modelling Method Based on Generic Component for ReconfigurableControl

Hexuan Hu

DOI

2014

Qualitative Faults Diagnosis Algorithm: Theory and Detection

He-xuan Hu, Haohua Li, Shiping Huang, Ye Zhang

DOI

2014

Qualitative Faults Diagnosis Algorithm: Process

He-xuan Hu, Haohua Li, Shiping Huang, Ye Zhang

DOI

2013

一种集中监控模式下电网故障诊断算法

蒋宇，李明，张勇，胡鹤轩

《电力工程技术》

2013

Impact of Fixed-speed Wind Turbine on Transient Voltage Stability of Power Grid

Hexuan Hu

Water Resources and Power

2013

A New Grid Fault Analysis Method under the Centralized Monitoring

Hexuan Hu

Jiangsu Electrical Engineering

2012

Transient stability-based generator phase advancing depth determination method

Ye Zhang, He-xuan Hu, Yu Jiang

2012

A self-updating model for analysing system reconfigurability

A. Gehin, He-xuan Hu, M. Bayart

Engineering applications of artificial intelligence

DOI

2012

Fault section estimation in bulk power grid based on Discrete Event System

Jiang Yu, He-xuan Hu, Ye Zhang, Da-Yan Sun, Hai-Feng Li

DOI

2010

Development and Application of Intellectual Data Collection Systems in Safety Monitoring of Water-power Engineering

Hexuan Hu

2009

An extended qualitative multi-faults diagnosis from first principles I: Theory and modelling

He-xuan Hu, A. Gehin, M. Bayart

IEEE Conference on Decision and Control

DOI

2009

An extended qualitative multi-faults diagnosis from first principles II: Algorithm and case study

He-xuan Hu, A. Gehin, M. Bayart

IEEE Conference on Decision and Control

DOI

2009

Relation between global diagnosis and diagnoses obtained from subsystems

He-xuan Hu, A. Gehin, M. Bayart

DOI

2009

Qualitative Multi-faults Diagnosis based on Automated Planning - I: Theory and Modelling

He-xuan Hu, A. Gehin, M. Bayart

2009

Qualitative Multi-faults Diagnosis based on Automated Planning - II: Algorithm and case study

He-xuan Hu, A. Gehin, M. Bayart

2008

A Merge Method for Decentralized Discrete-Event Fault Diagnosis

He-xuan Hu, Anne-Lise Gehin, Mireille Bayart

2008 The Third International Conference on Internet Monitoring and Protection

DOI

2008

A formal framework of reconfigurable control based on model checking

He-xuan Hu, A. Gehin, M. Bayart

American Control Conference

DOI

2007

Functional extension of the industrial control configuration software in application

Hexuan Hu

2007

A state-based approach for decentralized fault diagnosis in discrete-event systems

He-xuan Hu, A. Gehin, M. Bayart

DOI

2006

Model Aggregation for Reconfigurable Control Based on Generic Component Model

He-xuan Hu, Anne-Lise Gehin, Mireille Bayart

International Conference on Service Systems and Service Management

DOI

精选作品

期刊论文

Industrial Internet of Things-based Rolling Bearing Fault Diagnosis Using Generative Models and Attention Mechanism

A Multi-Scale Convolutional Neural Network with Self-Knowledge Distillation for Bearing Fault Diagnosis

MFVAE: A Multiscale Fuzzy Variational Autoencoder for Big Data-Based Fault Diagnosis in Gearbox

Joint optimal operation of reservoir group based on improved QMIX method

人工智能技术在模拟预测和优化污水处理中的应用

离散四水库问题基准下基于n步Q-learning的水库群优化调度

A Masked One-Dimensional Convolutional Autoencoder for Bearing Fault Diagnosis Based on Digital Twin Enabled Industrial Internet of Things

A Real-Time Bearing Fault Diagnosis Model Based on Siamese Convolutional Autoencoder in Industrial Internet of Things

Rainfall spatiotemporal interpolation method based on CNN-GRU with attention

A decision-making method for reservoir operation schemes based on deep learning and whale optimization algorithm

A Deep Generative Model with Multiscale Features Enabled Industrial Internet of Things for Intelligent Fault Diagnosis of Bearings

基于强化学习算法的水库优化调度研究

Reservoirs Optimal Operation Based on Reinforcement Learning

Runoff Prediction Based on Deep Residual Shrinkage Long Short-term Memory Network

Optimization of reservoir operation scheme based on fuzzy optimization and convolutional neural network

Multi-objective Reservoir Optimal Operation Based on GCN and NSGA-II Algorithm

Multiple Kernel Learning with Maximum Inundation Extent from MODIS Imagery for Spatial Prediction of Flood Susceptibility

Intelligent Fault Diagnosis of the High-Speed Train With Big Data Based on Deep Neural Networks

Functional Representation of Integrated Wind-Water Desalination Control System

Establishment of Gait Control Model of Quadruped Robot Based on the Theory of Bionic Motion

Using Model Checking for Reconfigurable Control

Generic Component Based Aggregation Modelling for Reconfigurable Control

Self-Reconfigurable Control - Part I: Modeling Based on Automated Planning

Fault diagnosis based on Discrete Event System for power grid

Self-Reconfigurable Control - Part II: Executing Based on Model Checking

An Aggregation Modelling Method Based on Generic Component for ReconfigurableControl

Qualitative Faults Diagnosis Algorithm: Theory and Detection

Qualitative Faults Diagnosis Algorithm: Process

一种集中监控模式下电网故障诊断算法

Impact of Fixed-speed Wind Turbine on Transient Voltage Stability of Power Grid

A New Grid Fault Analysis Method under the Centralized Monitoring

Transient stability-based generator phase advancing depth determination method

A self-updating model for analysing system reconfigurability

Fault section estimation in bulk power grid based on Discrete Event System

Development and Application of Intellectual Data Collection Systems in Safety Monitoring of Water-power Engineering

An extended qualitative multi-faults diagnosis from first principles I: Theory and modelling

An extended qualitative multi-faults diagnosis from first principles II: Algorithm and case study

Relation between global diagnosis and diagnoses obtained from subsystems

Qualitative Multi-faults Diagnosis based on Automated Planning - I: Theory and Modelling

Qualitative Multi-faults Diagnosis based on Automated Planning - II: Algorithm and case study

A Merge Method for Decentralized Discrete-Event Fault Diagnosis

A formal framework of reconfigurable control based on model checking

Functional extension of the industrial control configuration software in application

A state-based approach for decentralized fault diagnosis in discrete-event systems

Model Aggregation for Reconfigurable Control Based on Generic Component Model

研究方向