巫云开｜贵州大学｜学者主页

2026

Data-Driven ToMFIR-Based Active Incipient Fault Detection for the Suspension System of High-Speed Trains

Kang Feng, Yunkai Wu, Yang Zhou, Zhou Lian

IEEE Access

DOI

2026

Fault Diagnosis of High-Speed Rail Vehicle Suspension Systems: A Comparative Study of Koopman Operator and T–S Fuzzy Modeling Based Data-Driven K-Gap Metric

Zhou Lian, Yunkai Wu, Yang Zhou

Symmetry

DOI

2025

Fault Diagnosis of High-Speed Train Traction Motor Bearings based on Improved Density Peak Clustering Algorithm

Jie Li, Yunkai Wu, Yang Zhou

ACM Cloud and Autonomic Computing Conference

DOI

2025

A Fuzzy $H_{i}/H_{\infty }$ Optimization Approach to Fault Detection of High-Speed Train Traction Motor Systems

Jia-Hong Xu, Mai-Ying Zhong, Lin-Lin Li, Yunkai Wu, Baoye Song

IEEE Transactions on Industrial Informatics

DOI

2025

Data-Driven ToMFIR-Based Incipient Fault Detection and Estimation for High-Speed Rail Vehicle Suspension Systems

Yunkai Wu, Yu Su, Peng Shi

IEEE Transactions on Industrial Informatics

DOI

2025

Improved CatBoost-based Fault Classification of High-Speed Train Traction Transformers under Data Imbalance

Yi Wei, Yunkai Wu, Yang Zhou

ACM Cloud and Autonomic Computing Conference

DOI

2025

Deep-PCA and MSPCA based fault diagnosis of high-speed train traction systems under missing data conditions.

Yunkai Wu, Yu Tian, Yang Zhou, Xiang-Qiang Liu

ISA transactions

DOI

2025

KICA-DPCA-Based Fault Detection of High-Speed Train Traction Motor Bearings

Yunkai Wu, Yu Tian, Yang Zhou

Machines

DOI

2025

Active fault diagnosis for AUV over-actuated systems based on UIOs and control allocation.

Yunkai Wu, Ze-Fan Zhu, Peng Shi, Yue-Yang Li

ISA transactions

DOI

2024

T-S Fuzzy Data-Driven ToMFIR With Application to Incipient Fault Detection and Isolation for High-Speed Rail Vehicle Suspension Systems

Yunkai Wu, Yu Su, Yu-Long Wang, Peng Shi

IEEE transactions on intelligent transportation systems (Print)

DOI

2024

Incipient Fault Detection and Recognition of China Railway High-Speed (CRH) Suspension System Based on Probabilistic Relevant Principal Component Analysis (PRPCA) and Support Vector Machine (SVM)

Kang Feng, Yunkai Wu, Yang Zhou, Yi-Jing Zhou

Machines

DOI

2024

Support Vector Machine-Based Fault Diagnosis under Data Imbalance with Application to High-Speed Train Electric Traction Systems

Yunkai Wu, Tianxiang Ji, Yang Zhou, Yi-Jing Zhou

Machines

DOI

2024

Fault-Tolerant Control of Autonomous Underwater Vehicle Actuators Based on Takagi and Sugeno Fuzzy and Pseudo-Inverse Quadratic Programming under Constraints

Zimu Zhang, Yunkai Wu, Yang Zhou, Dahai Hu

Italian National Conference on Sensors

DOI

2023

MUTS-Based Cooperative Target Stalking for A Multi-USV System

Cheng-Cheng Wang, Yulong Wang, Qing-Long Han, Yunkai Wu

IEEE/CAA Journal of Automatica Sinica

DOI

2023

Research on propeller fault diagnosis of autonomous underwater vehicle

Xuejing Pei, Xiaotian Sun, Qing-Jun Zeng, Yunkai Wu

2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)

DOI

2023

Prescribed Time Fault-Tolerant Affine Formation Control for Multi-Agent Systems with Double-Integrator Dynamics

Ji-Ye Tang, Jian-Zhen Li, Xiao-Fei Yang, Zhaoping Du, Yunkai Wu

Electronics

DOI

2023

Robust Fault Estimation and Fault-Tolerant Control for Discrete-Time Systems Subject to Periodic Disturbances

Yuxiang Hu, Xuewu Dai, Yunkai Wu, Bin Jiang, Dongliang Cui, Zhian Jia

IEEE Transactions on Circuits and Systems Part 1: Regular Papers

DOI

2023

Deep PCA-Based Incipient Fault Diagnosis and Diagnosability Analysis of High-Speed Railway Traction System via FNR Enhancement

Yunkai Wu, Xiang-Qiang Liu, Yang Zhou

Machines

DOI

2023

Improved deep PCA and Kullback–Leibler divergence based incipient fault detection and isolation of high-speed railway traction devices

Yunkai Wu, Xiang-Qiang Liu, Yu-Long Wang, Qiao Li, Zhi-Wei Guo, Yuan Jiang

Sustainable Energy Technologies and Assessments

DOI

2023

Fault Diagnosis of Autonomous Underwater Vehicle with Missing Data Based on Multi-Channel Full Convolutional Neural Network

Yunkai Wu, Aodong Wang, Yang Zhou, Zhi-Yu Zhu, Qing-Jun Zeng

Machines

DOI

2021

A lightweight defense scheme for industrial data transmission against eavesdropping attacks and integrity attacks

Yuchen Jiang, Shi-Meng Wu, Xueyan Zhao, Hao Luo, Xianling Li, Yunkai Wu

Industrial Cyber-Physical Systems

DOI

2021

Model-Free Optimal Consensus Control for Multi-agent Systems Based on DHP Algorithm

Hao-En Shi, Yang Feng, Chaoxu Mu, Yunkai Wu

Neural Processing Letters

DOI

2021

Research on Unmanned Ship Route Planning Based on The Smoothed DGWW Algorithm

Hui Meng, Peng-Fei Zhi, Wan-Lu Zhu, Hai-Yang Qiu, Hui Wang, Yunkai Wu

Industrial Cyber-Physical Systems

DOI

2021

A Data-Driven Scheme for Fault Detection of Discrete-Time Switched Systems

Hao Zhao, Hao Luo, Yunkai Wu

Italian National Conference on Sensors

DOI

2021

Data-Driven Process Monitoring Approach for Closed-Loop Cascade Systems

Kuan Li, Hao Luo, Xianling Li, Yunkai Wu

Industrial Cyber-Physical Systems

DOI

2021

Remaining useful life prediction approach for rolling element bearings based on optimized SVR model with reliable time intervals

Shouren Nie, Yuchen Jiang, Kuan Li, Hao Luo, Xianling Li, Yunkai Wu

Industrial Cyber-Physical Systems

DOI

2021

Bearing remaining useful life prediction based on optimized support vector regression model with denoising technique

Sheng Cao, Yuchen Jiang, Hao Luo, Yanming Fu, Xianling Li, Yunkai Wu

Industrial Cyber-Physical Systems

DOI

2020

Incipient winding fault detection and diagnosis for squirrel-cage induction motors equipped on CRH trains.

Yunkai Wu, B. Jiang, Yulong Wang

ISA transactions

DOI

2019

Study of fast orthogonal search for fault detection in multi-inertial sensors frame

Hai-Yang Qiu, Hui Wang, Jin-kang Zhu, Yunkai Wu, Wen-Tao Xue

Cybersecurity and Cyberforensics Conference

DOI

2019

Data-driven based ToMFIR Design with Application to Incipient Fault Detection in High-speed Rail Vehicle Suspension System

Yunkai Wu, B. Jiang, Zhiyu Zhu, Qing-Jun Zeng

2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)

DOI

2019

A Descriptor System Approach for Estimation of Incipient Faults With Application to High-Speed Railway Traction Devices

Yunkai Wu, B. Jiang, Ningyun Lu

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2017

Multiple incipient sensor faults diagnosis with application to high-speed railway traction devices.

Yunkai Wu, B. Jiang, Ningyun Lu, Hao Yang, Yang Zhou

ISA transactions

DOI

2017

Incipient winding fault detection and isolation for induction motors of high-speed trains

Yunkai Wu, B. Jiang, Ningyun Lu

Prognostics and System Health Management Conference

DOI

2016

Detection and isolation of multiple incipient sensor faults with application to high-speed railway traction motors

Yunkai Wu, B. Jiang, Donghua Zhou, Ningyun Lu

Cybersecurity and Cyberforensics Conference

DOI

2016

Incipient fault diagnosis for T–S fuzzy systems with application to high-speed railway traction devices

Yunkai Wu, B. Jiang, Peng Shi

DOI

2015

ToMFIR-based incipient fault detection and estimation for high-speed rail vehicle suspension system

Yunkai Wu, B. Jiang, Ningyun Lu, Donghua Zhou

Journal of the Franklin Institute

DOI

2015

Bayesian Network Based Fault Prognosis via Bond Graph Modeling of High-Speed Railway Traction Device

Yunkai Wu, B. Jiang, Ningyun Lu, Yang Zhou

DOI

2014

One kind of minor fault diagnosis method for the high-speed train suspension system actuators

Yunkai Wu, Bin Jiang, Ningyun Lu, Donghua Zhou

2014

ToMFIR-based Detection and Estimation for Incipient Actuator Faults in a class of Closed-Loop Nonlinear Systems

Yunkai Wu, B. Jiang, Donghua Zhou, Ningyun Lu, Ze-Hui Mao

DOI

精选作品

期刊论文

Data-Driven ToMFIR-Based Active Incipient Fault Detection for the Suspension System of High-Speed Trains

Fault Diagnosis of High-Speed Rail Vehicle Suspension Systems: A Comparative Study of Koopman Operator and T–S Fuzzy Modeling Based Data-Driven K-Gap Metric

Fault Diagnosis of High-Speed Train Traction Motor Bearings based on Improved Density Peak Clustering Algorithm

A Fuzzy $H_{i}/H_{\infty }$ Optimization Approach to Fault Detection of High-Speed Train Traction Motor Systems

Data-Driven ToMFIR-Based Incipient Fault Detection and Estimation for High-Speed Rail Vehicle Suspension Systems

Improved CatBoost-based Fault Classification of High-Speed Train Traction Transformers under Data Imbalance

Deep-PCA and MSPCA based fault diagnosis of high-speed train traction systems under missing data conditions.

KICA-DPCA-Based Fault Detection of High-Speed Train Traction Motor Bearings

Active fault diagnosis for AUV over-actuated systems based on UIOs and control allocation.

T-S Fuzzy Data-Driven ToMFIR With Application to Incipient Fault Detection and Isolation for High-Speed Rail Vehicle Suspension Systems

Incipient Fault Detection and Recognition of China Railway High-Speed (CRH) Suspension System Based on Probabilistic Relevant Principal Component Analysis (PRPCA) and Support Vector Machine (SVM)

Support Vector Machine-Based Fault Diagnosis under Data Imbalance with Application to High-Speed Train Electric Traction Systems

Fault-Tolerant Control of Autonomous Underwater Vehicle Actuators Based on Takagi and Sugeno Fuzzy and Pseudo-Inverse Quadratic Programming under Constraints

MUTS-Based Cooperative Target Stalking for A Multi-USV System

Research on propeller fault diagnosis of autonomous underwater vehicle

Prescribed Time Fault-Tolerant Affine Formation Control for Multi-Agent Systems with Double-Integrator Dynamics

Robust Fault Estimation and Fault-Tolerant Control for Discrete-Time Systems Subject to Periodic Disturbances

Deep PCA-Based Incipient Fault Diagnosis and Diagnosability Analysis of High-Speed Railway Traction System via FNR Enhancement

Improved deep PCA and Kullback–Leibler divergence based incipient fault detection and isolation of high-speed railway traction devices

Fault Diagnosis of Autonomous Underwater Vehicle with Missing Data Based on Multi-Channel Full Convolutional Neural Network

A lightweight defense scheme for industrial data transmission against eavesdropping attacks and integrity attacks

Model-Free Optimal Consensus Control for Multi-agent Systems Based on DHP Algorithm

Research on Unmanned Ship Route Planning Based on The Smoothed DGWW Algorithm

A Data-Driven Scheme for Fault Detection of Discrete-Time Switched Systems

Data-Driven Process Monitoring Approach for Closed-Loop Cascade Systems

Remaining useful life prediction approach for rolling element bearings based on optimized SVR model with reliable time intervals

Bearing remaining useful life prediction based on optimized support vector regression model with denoising technique

Incipient winding fault detection and diagnosis for squirrel-cage induction motors equipped on CRH trains.

Study of fast orthogonal search for fault detection in multi-inertial sensors frame

Data-driven based ToMFIR Design with Application to Incipient Fault Detection in High-speed Rail Vehicle Suspension System

A Descriptor System Approach for Estimation of Incipient Faults With Application to High-Speed Railway Traction Devices

Multiple incipient sensor faults diagnosis with application to high-speed railway traction devices.

Incipient winding fault detection and isolation for induction motors of high-speed trains

Detection and isolation of multiple incipient sensor faults with application to high-speed railway traction motors

Incipient fault diagnosis for T–S fuzzy systems with application to high-speed railway traction devices

ToMFIR-based incipient fault detection and estimation for high-speed rail vehicle suspension system

Bayesian Network Based Fault Prognosis via Bond Graph Modeling of High-Speed Railway Traction Device

One kind of minor fault diagnosis method for the high-speed train suspension system actuators

ToMFIR-based Detection and Estimation for Incipient Actuator Faults in a class of Closed-Loop Nonlinear Systems

会议论文

Kernel Deep Principal Component Analysis based Fault Detection of Autonomous Underwater Vehicle Actuators

Fault Prediction of High-Speed Train Suspension Systems based on Transformer with Improved Temporal Distribution Matching Algorithm

ToMFIR and Auxiliary Signals based Active Incipient Fault Detection for Autonomous Underwater Vehicle Thrusters

Incipient Fault Detection of CRH Suspension system based on PRPCA and Wasserstein Distance

Event-triggered Anti-disturbance Anti-Saturation Tracking Control for Systems with Nonlinearity:Application to Helicopter Elevation Angle Model

Optimization of new energy ship power propulsion based on adaptive dynamic programming algorithm

Actuator Fault Detection for Automation Underwater Vehicle via Extended State Observer and Adaptive Threshold

Improved Deep PCA based Incipient Fault Detection with Application on CRH Traction System