张爱华｜上海工程技术大学｜学者主页

2024

Remaining Useful Life Prediction Via Interactive Attention-Based Deep Spatio-Temporal Network Fusing Multisource Information

Shi-Xiang Lu, Zhi-Wei Gao, Qi-Fa Xu, Cui-Xia Jiang, Tianming Xie, Aihua Zhang

IEEE transactions on industrial electronics (1982. Print)

DOI

2024

A Combined Model-Based and Data-Driven Fault Diagnosis Scheme for Lithium-Ion Batteries

Hailang Jin, Zhi-Wei Gao, Z. Zuo, Zhi-Cheng Zhang, Yi-Jing Wang, Aihua Zhang

IEEE transactions on industrial electronics (1982. Print)

DOI

2024

Event-Triggered Federated Learning for Fault Diagnosis of Offshore Wind Turbines With Decentralized Data

Shi-Xiang Lu, Zhi-Wei Gao, Ping Zhang, Qi-Fa Xu, Tianming Xie, Aihua Zhang

IEEE Transactions on Automation Science and Engineering

DOI

2023

Fault diagnosis using redundant data in analog circuits via slime module algorithm for support vector machine

Danlu Yu, Aihua Zhang, Zhi-Wei Gao

Journal of Ambient Intelligence and Humanized Computing

DOI

2022

基于幂次趋近律的麦克纳姆轮全向移动机器人轨迹跟踪控制

杨凌耀，张爱华，徐金龙，张中杰

《上海工程技术大学学报》

2022

Class-Imbalance Privacy-Preserving Federated Learning for Decentralized Fault Diagnosis With Biometric Authentication

Shi-Xiang Lu, Zhi-Wei Gao, Qi-Fa Xu, Cui-Xia Jiang, Aihua Zhang, Xiang-Xiang Wang

IEEE Transactions on Industrial Informatics

DOI

2022

Non-rechargeable battery remaining useful life prediction with interactive attention sequence to sequence network

Shi-Xiang Lu, Zhi-Wei Gao, Qi-Fa Xu, Cui-Xia Jiang, Aihua Zhang, Dongdong Wu

International Conference on Industrial Informatics

DOI

2022

Sensor Fault Estimator and Fault Tolerant Controller for Boost Converter

Zhi-Wei Gao, Ping Zhang, Aihua Zhang

2022 IEEE 1st Industrial Electronics Society Annual On-Line Conference (ONCON)

DOI

2022

Probabilistic wind power forecasting with an improved sparse-group Lasso-quantile regression neural network

Shi-Xiang Lu, Zhi-Wei Gao, Aihua Zhang

International Symposium on Environmental Friendly Energies and Applications

DOI

2022

TLSCA-SVM Fault Diagnosis Optimization Method Based on Transfer Learning

Aihua Zhang, Danlu Yu, Zhiqiang Zhang

Processes

DOI

2022

An Improved Regression Partial Least Squares Method for Quality-Related Process Monitoring of Industrial Control Systems

Zhiqiang Zhang, Wenxiao Gao, Danlu Yu, Aihua Zhang

International ICST Conference on Sensor Systems and Software

DOI

2022

Data-Driven Gap Metric Fault Diagnosis Technology With Its Application to DC-DC Converter

Hailang Jin, Zhi-Wei Gao, Z. Zuo, Aihua Zhang, Yi-Jing Wang, Hai-Meng Wu

IEEE Power Engineering and Automation Conference

DOI

2021

Distributed Event-Triggered Adaptive Coordinated Trajectory Tracking Control of Multi-USVs Based on the Aggregate Tracking Error

Aihua Zhang, Zhang Jie, Lingyao Yang

IEEE Access

DOI

2021

Data-Driven Parameter Fault Classification for A DC–DC Buck Converter

Yi-Chuan Fu, Zhi-Wei Gao, Aihua Zhang

International Symposium on Environmental Friendly Energies and Applications

DOI

2021

SCA-SVM Fault Diagnosis of Analog Circuits Based on Transfer Learning

Danlu Yu, Aihua Zhang, Wei Mu

2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2021

Research on Path Planning Algorithm for Mobile Robot Based on Improved Reinforcement Learning

Junwei Liu, Aihua Zhang, Yang Zhang

International Conference on Intelligent Computing

DOI

2021

Fault Recognition of Analog Circuits Based on Ultra-Lightweight Subspace Attention Module

Aihua Zhang, Xinglong Yu, Yang Zhang

International Conference on Industrial Informatics

DOI

2021

Data-Driven Fault Classification for Non-Inverting Buck–Boost DC–DC Power Converters Based on Expectation Maximisation Principal Component Analysis and Support Vector Machine Approaches

Yi-Chuan Fu, Zhi-Wei Gao, Hai-Meng Wu, Xiu-Xia Yin, Aihua Zhang

2021 IEEE 1st International Power Electronics and Application Symposium (PEAS)

DOI

2021

Fault Diagnosis Based on Unsupervised Neural Network in Tennessee Eastman Process

Wei Mu, Aihua Zhang, Zinan Su, Xing Huo

International Conference on Intelligent Computing

DOI

2021

Fault Diagnosis of Analog Circuit based On Wavelet Packet Analysis and SVD

Yang Zhang, Aihua Zhang, Danlu Yu

International Conference on Industrial Informatics

DOI

2021

Convolutional neural network fault classification based on time-series analysis for benchmark wind turbine machine

Reihane Rahimilarki, Zhi-Wei Gao, Nanlin Jin, Aihua Zhang

Renewable Energy

DOI

2021

Fault Classification for Wind Turbine Benchmark Model Based on Hilbert-Huang Transformation and Support Vector Machine Strategies

Yi-Chuan Fu, Zhi-Wei Gao, Aihua Zhang, Xiao-Xu Liu

International Conference on Industrial Informatics

DOI

2021

Data-Driven Fault Classification for Three-Phase Induction Machines under Stator Inter-Turn Faults

Yi-Chuan Fu, Zhi-Wei Gao, Yu Zhang, Aihua Zhang, Xiu-Xia Yin

2021 4th International Conference on Robotics, Control and Automation Engineering (RCAE)

DOI

2020

A Modified Principal Component Regression Method for Quality-related Fault Detection

Wenxiao Gao, Aihua Zhang, Zhongdang Yu

2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2020

Fault Diagnosis of Analog Circuit Based CS_SVM Algorithm

Xinglong Yu, Aihua Zhang, Wei Mu, Xing Huo

2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2020

Actuator and Sensor Fault Classification for Wind Turbine Systems Based on Fast Fourier Transform and Uncorrelated Multi-Linear Principal Component Analysis Techniques

Yi-Chuan Fu, Zhi-Wei Gao, Yuan-Hong Liu, Aihua Zhang, Xiu-Xia Yin

Processes

DOI

2020

Application of ARIMA Model in Fault Diagnosis of TEP

Wei Mu, Aihua Zhang, Wenxiao Gao, Xing Huo

2020 IEEE 9th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2020

Data-driven Sensor Fault Estimation for the Wind Turbine Systems

Reihane Rahimilarki, Zhi-Wei Gao, Nanlin Jin, R. Binns, Aihua Zhang

International Symposium on Industrial Electronics

DOI

2020

The TE Fault Monitoring Based on IPCR of Adjustable Threshold

Aihua Zhang, Cheng-Cong Lv, Zhiqiang Zhang

International Conference on Intelligent Computing

DOI

2019

A MIIPCR Fault Detection Strategy for TEP

Cheng-Cong Lv, Aihua Zhang, Zhiqiang Zhang

IEEE Access

DOI

2019

Robust Neural Network Fault Estimation Approach for Nonlinear Dynamic Systems With Applications to Wind Turbine Systems

Reihane Rahimilarki, Zhi-Wei Gao, Aihua Zhang, R. Binns

IEEE Transactions on Industrial Informatics

DOI

2019

A Novel Method of Fault Detection Method for TEP based MIPCR

Aihua Zhang, Cheng-Cong Lv, Xing Huo, Zhiyong She

2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2019

A Novel MPIPCR Diagnosis Algorithm with Quality-Related Faults for TEP

Wenxiao Gao, Zhongdang Yu, Zhiqiang Zhang, Aihua Zhang

2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2019

Observer-based fault estimation and tolerant control for stochastic Takagi-Sugeno fuzzy systems with Brownian parameter perturbations

Xiao-Xu Liu, Zhi-Wei Gao, Aihua Zhang

at - Automatisierungstechnik

DOI

2018

多关节机器人事件驱动神经网络滑模控制

赵春刚，张爱华，王明红，钱前

《制造业自动化》

2018

多关节机械臂轨迹跟踪自适应神经网络滑模控制

钱前，张爱华

《自动化仪表》

2018

Based on Improved Semi-Supervise Clustering Method Training Classifier for Analog Circuit Fault Classification

Aihua Zhang, Kailun Huang, Gang Luo, Zhiqiang Zhang

2018 IEEE 7th Data Driven Control and Learning Systems Conference (DDCLS)

DOI

2018

Robust Fault Tolerant Control for Discrete-Time Dynamic Systems With Applications to Aero Engineering Systems

Xiao-Xu Liu, Zhi-Wei Gao, Aihua Zhang

IEEE Access

DOI

2018

A Modified Intermittent Process Performance Monitoring Method via Attitude Information for a Satellite

Zhiqiang Zhang, Zhiyong She, Aihua Zhang, Xing Huo

IEEE Access

DOI

2017

Robust fault estimation and fault tolerant control for Lipschitz nonlinear brownian systems

Xiao-Xu Liu, Zhi-Wei Gao, Aihua Zhang

Chinese Control and Decision Conference

DOI

2017

Satellite Attitude Control with Actuator Failure

Haitao Meng, Aihua Zhang, Xing Huo, Zhiyong She

DOI

2017

A novel hybrid method for analog circuit fault classification

Aihua Zhang, Kailun Huang, Rui Wang, Zhiqiang Zhang

2017 6th Data Driven Control and Learning Systems (DDCLS)

DOI

2017

Robust fault tolerant control for drive train in wind turbine systems with stochastic perturbations

Xiao-Xu Liu, Zhi-Wei Gao, Aihua Zhang, Yanling Li

International Conference on Industrial Informatics

DOI

2017

A Semi-Supervision Fault Diagnosis Method Based on Attitude Information for a Satellite

Zhiqiang Zhang, Zhiyong She, Aihua Zhang

IEEE Access

DOI

2016

A attitude control method for spacecraft considering actuator constraint and dynamics based backstepping

Xing Huo, Aihua Zhang, Zhiqiang Zhang, Zhiyong She

International Conference on Intelligent Control and Information Processing

DOI

2016

An online performance monitoring method for analog circuit

Aihua Zhang, Kailun Huang, Xing Huo, Zhiqiang Zhang

International Conference on Industrial Informatics

DOI

2016

A novel strategy for fault diagnosis of analog circuit online based modified kernel fuzzy C-means

Zhiqiang Zhang, Aihua Zhang

International Conference on Industrial Technology

DOI

2016

Adaptive neural control of nonstrict system with output constriant

Lijie Wang, Qi Zhou, Aihua Zhang, Hongyi Li

International Conference on Intelligent Control and Information Processing

DOI

2016

A data driven dynamic health monitoring method for Electronic System

Aihua Zhang, Kailun Huang, Xinghuo, Xue-Bo Yang

International Symposium on Industrial Electronics

DOI

2016

Analog circuit fault diagnosis based UCISVM

Aihua Zhang, Chen Chen, Baoshan Jiang

Neurocomputing

DOI

2016

The Analysis of Analog Circuits Fault Diagnosis Methods

Zhiqiang Zhang, Aihua Zhang

DOI

2015

具有参数不确定性的航天器姿态有限时间稳定控制

张爱华，张志强，霍星

《信息与控制》

2015

航天器执行机构姿态容错控制

张爱华

《科学出版社》

2015

Attitude stabilization of flexible satellite subject to external disturbance and actuator constraint

Aihua Zhang, Haitao Meng, Zhiqiang Zhang, Xing Huo

Chinese Control and Decision Conference

DOI

2015

Fault Diagnosis based on Semi-supervised Global LSSVM for Analog Circuit

Cheng Chen, Aihua Zhang

DOI

2014

过驱动航天器自适应姿态补偿控制及控制分配

张爱华，胡庆雷，霍星

《哈尔滨工业大学学报》

2014

飞轮安装偏差的过驱动航天器有限时间姿态控制

张爱华，胡庆雷，霍星

《控制与决策》

2014

Fault diagnosis based semi-supervised global LSSVM for analog circuit

Aihua Zhang, Chen Chen

International Conference on Mathematics and Computing

DOI

2013

多滑模观测器的非线性系统不确定性诊断与重构修改

张志强，张爱华，伦淑娴

《信息与控制》

2013

考虑推力器安装偏差的航天器姿态机动有限时间控制

胡庆雷，李波，张爱华，张振霞

《控制理论与应用》

2013

控制受限的卫星轨道转移过程中的姿态控制

胡庆雷，张爱华，姜成平，晋小伟

《哈尔滨工业大学学报》

2013

过驱动航天器飞轮故障重构与姿态容错控制

张爱华，胡庆雷，霍星，马广富

《宇航学报》

2013

推力器故障的刚体航天器自适应变结构容错控制

胡庆雷，张爱华，李波

《航空学报》

2013

船舶轨迹跟踪半全局一致指数稳定观测控制器

付明玉，张爱华，徐金龙

《控制与决策》

2013

An Improved Faults Diagnosis Strategy of Analog Circuit Online Using Kernel Fuzzy C-Means for the Unknown Fault

Peng Qin, Yu-Ping Qin, Aihua Zhang

DOI

2013

An new strategy for online evaluation of analog circuit performance based adaptive least squares support vector regression with double kernel RBF tuning

Xing Huo, Peng-Da Qin, Aihua Zhang

IEEE International Conference on Electronic Measurement & Instruments

DOI

2011

Method of electronic circuit performance detection on support vector machine

Aihua Zhang

2010

Research on amplifier performance evaluation based on feature double weighted support vector machine

Aihua Zhang

Chinese Control and Decision Conference

DOI

2010

Research on performance of audio frequency equalizer evaluation based on Support Vector Regression

Zhiqiang Zhang, Aihua Zhang

Chinese Control and Decision Conference

DOI

精选作品

期刊论文

Remaining Useful Life Prediction Via Interactive Attention-Based Deep Spatio-Temporal Network Fusing Multisource Information

A Combined Model-Based and Data-Driven Fault Diagnosis Scheme for Lithium-Ion Batteries

Event-Triggered Federated Learning for Fault Diagnosis of Offshore Wind Turbines With Decentralized Data

Fault diagnosis using redundant data in analog circuits via slime module algorithm for support vector machine

基于幂次趋近律的麦克纳姆轮全向移动机器人轨迹跟踪控制

Class-Imbalance Privacy-Preserving Federated Learning for Decentralized Fault Diagnosis With Biometric Authentication

Non-rechargeable battery remaining useful life prediction with interactive attention sequence to sequence network

Sensor Fault Estimator and Fault Tolerant Controller for Boost Converter

Probabilistic wind power forecasting with an improved sparse-group Lasso-quantile regression neural network

TLSCA-SVM Fault Diagnosis Optimization Method Based on Transfer Learning

An Improved Regression Partial Least Squares Method for Quality-Related Process Monitoring of Industrial Control Systems

Data-Driven Gap Metric Fault Diagnosis Technology With Its Application to DC-DC Converter

Distributed Event-Triggered Adaptive Coordinated Trajectory Tracking Control of Multi-USVs Based on the Aggregate Tracking Error

Data-Driven Parameter Fault Classification for A DC–DC Buck Converter

SCA-SVM Fault Diagnosis of Analog Circuits Based on Transfer Learning

Research on Path Planning Algorithm for Mobile Robot Based on Improved Reinforcement Learning

Fault Recognition of Analog Circuits Based on Ultra-Lightweight Subspace Attention Module

Data-Driven Fault Classification for Non-Inverting Buck–Boost DC–DC Power Converters Based on Expectation Maximisation Principal Component Analysis and Support Vector Machine Approaches

Fault Diagnosis Based on Unsupervised Neural Network in Tennessee Eastman Process

Fault Diagnosis of Analog Circuit based On Wavelet Packet Analysis and SVD

Convolutional neural network fault classification based on time-series analysis for benchmark wind turbine machine

Fault Classification for Wind Turbine Benchmark Model Based on Hilbert-Huang Transformation and Support Vector Machine Strategies

Data-Driven Fault Classification for Three-Phase Induction Machines under Stator Inter-Turn Faults

A Modified Principal Component Regression Method for Quality-related Fault Detection

Fault Diagnosis of Analog Circuit Based CS_SVM Algorithm

Actuator and Sensor Fault Classification for Wind Turbine Systems Based on Fast Fourier Transform and Uncorrelated Multi-Linear Principal Component Analysis Techniques

Application of ARIMA Model in Fault Diagnosis of TEP

Data-driven Sensor Fault Estimation for the Wind Turbine Systems

The TE Fault Monitoring Based on IPCR of Adjustable Threshold

A MIIPCR Fault Detection Strategy for TEP

Robust Neural Network Fault Estimation Approach for Nonlinear Dynamic Systems With Applications to Wind Turbine Systems

A Novel Method of Fault Detection Method for TEP based MIPCR

A Novel MPIPCR Diagnosis Algorithm with Quality-Related Faults for TEP

Observer-based fault estimation and tolerant control for stochastic Takagi-Sugeno fuzzy systems with Brownian parameter perturbations

多关节机器人事件驱动神经网络滑模控制

多关节机械臂轨迹跟踪自适应神经网络滑模控制

Based on Improved Semi-Supervise Clustering Method Training Classifier for Analog Circuit Fault Classification

Robust Fault Tolerant Control for Discrete-Time Dynamic Systems With Applications to Aero Engineering Systems

A Modified Intermittent Process Performance Monitoring Method via Attitude Information for a Satellite

Robust fault estimation and fault tolerant control for Lipschitz nonlinear brownian systems

Satellite Attitude Control with Actuator Failure

A novel hybrid method for analog circuit fault classification

Robust fault tolerant control for drive train in wind turbine systems with stochastic perturbations

A Semi-Supervision Fault Diagnosis Method Based on Attitude Information for a Satellite

A attitude control method for spacecraft considering actuator constraint and dynamics based backstepping

An online performance monitoring method for analog circuit

A novel strategy for fault diagnosis of analog circuit online based modified kernel fuzzy C-means

Adaptive neural control of nonstrict system with output constriant

A data driven dynamic health monitoring method for Electronic System

Analog circuit fault diagnosis based UCISVM

The Analysis of Analog Circuits Fault Diagnosis Methods

具有参数不确定性的航天器姿态有限时间稳定控制

航天器执行机构姿态容错控制

Attitude stabilization of flexible satellite subject to external disturbance and actuator constraint

Fault Diagnosis based on Semi-supervised Global LSSVM for Analog Circuit

过驱动航天器自适应姿态补偿控制及控制分配

飞轮安装偏差的过驱动航天器有限时间姿态控制

Fault diagnosis based semi-supervised global LSSVM for analog circuit

多滑模观测器的非线性系统不确定性诊断与重构修改

考虑推力器安装偏差的航天器姿态机动有限时间控制

控制受限的卫星轨道转移过程中的姿态控制

过驱动航天器飞轮故障重构与姿态容错控制

推力器故障的刚体航天器自适应变结构容错控制

船舶轨迹跟踪半全局一致指数稳定观测控制器

An Improved Faults Diagnosis Strategy of Analog Circuit Online Using Kernel Fuzzy C-Means for the Unknown Fault

An new strategy for online evaluation of analog circuit performance based adaptive least squares support vector regression with double kernel RBF tuning

Method of electronic circuit performance detection on support vector machine

Research on amplifier performance evaluation based on feature double weighted support vector machine

Research on performance of audio frequency equalizer evaluation based on Support Vector Regression

会议论文

Three-axis Stabilized Satellite Back-stepping Adaptive Control

航天器自适应终端滑模有限时间姿态控制

研究方向