Ke Feng

80 papers Journal 79Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A MoE-LLM-based multisensor flexible fusion fault diagnosis method for rotating machinery.
Adv. Eng. Informatics
Tantao Lin, Zhijun Ren, Kai Huang, Hamid Reza Karimi, Yongsheng Zhu, Ke Feng, Jun Hong
2026 J jnl
A multi-channel data fusion-enabled multilevel graph-guided framework for fault diagnosis in rotating machinery under extreme biased data.
Inf. Fusion
Yue Yu, Hamid Reza Karimi, Pradeep Kundu, Enrico Zio, Ke Feng
2026 J jnl
Collaboration Better Than Integration: A Novel Time-Frequency-Assisted Deep Feature Enhancement Mechanism for Few-Shot Transfer Learning in Anomaly Detection.
IEEE CAA J. Autom. Sinica
Wentao Mao, Jianing Wu, Shubin Du, Ke Feng, Zidong Wang
2026 J jnl
Dynamic vision-based machinery intelligent fault diagnosis with robustness on camera positions.
Eng. Appl. Artif. Intell.
Xiang Li, Peng Yu, Bin Yang, Yaguo Lei, Naipeng Li, Ke Feng
2026 J jnl
Multimodal data-enabled large model for machine fault diagnosis towards intelligent operation and maintenance.
J. Ind. Inf. Integr.
Shupeng Yu, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2026 J jnl
Neuromorphic computing-enabled multimodal data fusion for intelligent machine fault diagnosis.
J. Ind. Inf. Integr.
Xinrui Chen, Xiang Li, Yaguo Lei, Bin Yang, Naipeng Li, Ke Feng
2026 J jnl
Scale-Compensation Community Distance Entropy: A Novel Feature Extraction Tool for Fault Identification of Rotating Machinery.
IEEE Trans. Ind. Informatics
Chenyang Ma, Zhiqiang Cai, Ke Feng, Yimeng Wang, Yongbo Li
2026 J jnl
Virtual-physical mapping network-driven digital twin for intelligent fault diagnosis with imbalanced samples.
Comput. Ind. Eng.
Quanning Xu, Guangrui Wen, Zihao Lei, Qing Ni, Ke Feng, Rui Qin, Jing Huang, Xuefeng Chen
2025 J jnl
A New Intelligent Recognition Method for Surface Electromyography in IoT Systems Using OmniXceptionDBN.
IEEE Internet Things J.
Xiaoli Zhao, Yibo Song, Yuanhao Hu, Xiansong He, Zhan Zhang, Jian Hu, Jianyong Yao, Peng Ding, Ke Feng
2025 J jnl
Anomaly detection of machinery under time-varying operating conditions based on state-space and neural network modeling.
Adv. Eng. Informatics
Zimin Liu, Zihao Lei, Guangrui Wen, Yue Xi, Yu Su, Ke Feng, Xuefeng Chen
2025 J jnl
CODN-GS: Coupled Optimization of Depth and Normal in 3D Gaussian Splatting for Scene Reconstruction.
IEEE Trans Autom. Sci. Eng.
Wentao Hu, Ke Feng, Xin Ye, Hua-Feng Ding, Long Wen
2025 J jnl
Composite Neuro-Fuzzy System-Guided Cross-Modal Zero-Sample Diagnostic Framework Using Multisource Heterogeneous Noncontact Sensing Data.
IEEE Trans. Fuzzy Syst.
Sheng Li, Jinchen Ji, Ke Feng, Ke Zhang, Qing Ni, Yadong Xu
2025 J jnl
Condition-Adaptive Permutation Entropy: A Novel Dynamic Complexity-Based Health Indicator for Bearing Health Monitoring.
IEEE Trans. Reliab.
Chenyang Ma, Ke Feng, Xianzhi Wang, Zhiqiang Cai, Yongbo Li
2025 J jnl
Diffusion model-assisted cross-domain fault diagnosis for rotating machinery under limited data.
Reliab. Eng. Syst. Saf.
Yongchao Zhang, Zhiyuan Wang, Caizi Fan, Zeyu Jiang, Kun Yu, Zhaohui Ren, Ke Feng
2025 J jnl
Domain weighted distribution adaptation network: a novel remaining useful life prediction framework for machinery targeting time-varying operation conditions.
Adv. Eng. Informatics
Xiaofei Liu, Yaguo Lei, Naipeng Li, Bin Yang, Ke Feng, Yue Shu
2025 J jnl
Dynamic modeling-assisted tensor regression transfer learning for online remaining useful life prediction under open environment.
Reliab. Eng. Syst. Saf.
Wentao Mao, Jiayi Wang, Ke Feng, Zhidan Zhong, Ming Jian Zuo
2025 J jnl
Enhanced Sparse LPV-ARMA Model With Ensemble Basis Functions for Mechatronic Transmission Fault Detection Under Variable Speed Conditions.
IEEE Internet Things J.
Yuejian Chen, Zihan Li, Yuan Jiang, Chunsheng Yang, Min Xia, Ke Feng
2025 J jnl
Intelligent Diagnosis of Closed-Loop Motor Drives Using Interior Control Signals Under Industrial Low Sampling Rate Conditions.
IEEE Trans. Ind. Electron.
Jinze Jiang, Yaguo Lei, Zidong Wang, Ke Feng, Xiaofei Liu
2025 J jnl
Joint reflection coefficient, time proportion and power allocation for multicarrier backscatter communications.
Phys. Commun.
Gerryn Jo-Vee Goh, Chee Keong Tan, Joanne Mun-Yee Lim, Ying Loong Lee, Ke Feng, Li-Chun Wang
2025 J jnl
Label self-correction intelligent diagnosis method and embedded system for axle box bearings of high-speed trains with noisy labels.
Neurocomputing
Yaning Li, Yang Gao, Bin Yang, Yaguo Lei, Xiang Li, Yue Shu, Ke Feng
2025 J jnl
Machinery Multimodal Uncertainty-Aware RUL Prediction: A Stochastic Modeling Framework for Uncertainty Quantification and Informed Fusion.
IEEE Internet Things J.
Yuan Wang, Yaguo Lei, Naipeng Li, Ke Feng, Zidong Wang, Yang Tan, Huitong Li
2025 J jnl
Multi-channel and multi-scale weight adaptive neural network for intelligent rotating speed extraction.
Expert Syst. Appl.
Xuemei Liu, Meng Rao, Ke Feng, Yuejian Chen
2025 J jnl
Multiperspective Temporal Pooling Convolutional Neural Networks for Fault Diagnosis of Mechanical Transmission Systems.
IEEE Trans. Instrum. Meas.
Yadong Xu, Sheng Li, Ke Feng, Beibei Sun, Xiaolong Yang, Linlin Kou, Zhiheng Zhao, George Q. Huang
2025 J jnl
Remaining useful life prediction of equipment using a multiobjective optimization reinforced prognostic approach.
Comput. Ind. Eng.
Jichao Zhuang, Xiaotong Ding, Zilin Zhang, Xiaoli Zhao, Weigang Li, Ke Feng
2025 — conf
T2Net: An Attention-Enhanced Network for Trustworthy Thermal Imaging-Based Lubrication System Condition Assessment.
I2MTC
Tianlei Wang, Jiaxin Ren, Ke Feng, Chenye Hu, Zhibin Zhao, Ruqiang Yan
2025 J jnl
Trustworthy multimodal feature-enhanced fusion network for non-contact rotating machinery fault diagnosis.
Inf. Fusion
Wanming Ying, Lunyong Li, Yongbo Li, Teng Wang, Jinde Zheng, Ke Feng
2025 J jnl
Unsupervised graph transfer network with hybrid attention mechanism for fault diagnosis under variable operating conditions.
Reliab. Eng. Syst. Saf.
Zihao Lei, Feiyu Tian, Yu Su, Guangrui Wen, Ke Feng, Xuefeng Chen, Michael Beer, Chunsheng Yang
2025 J jnl
Wavelet Scattering Transformer: A Robust Rail Corrugation Detection Method Under Varying Speed Condition Based on Multiscale Time-Frequency Feature Representation.
IEEE Trans. Instrum. Meas.
Wentao Mao, Na Wang, Linlin Kou, Ke Feng
2024 J jnl
A Graph-Embedded Subdomain Adaptation Approach for Remaining Useful Life Prediction of Industrial IoT Systems.
IEEE Internet Things J.
Jichao Zhuang, Yuejian Chen, Xiaoli Zhao, Minping Jia, Ke Feng
2024 J jnl
A Visual and Textual Information Fusion-Based Zero-Shot Framework for Hazardous Material Placard Detection and Recognition.
IEEE Trans. Artif. Intell.
Ran Zhang, Zhila Bahrami, Ke Feng, Zheng Liu
2024 J jnl
A new unsupervised health index estimation method for bearings early fault detection based on Gaussian mixture model.
Eng. Appl. Artif. Intell.
Long Wen, Guang Yang, Longxin Hu, Chunsheng Yang, Ke Feng
2024 J jnl
An Ensemble Domain Adaptation Network With High-Quality Pseudo Labels for Rolling Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Ming Xie, Jianxin Liu, Yifan Li, Ke Feng, Qing Ni
2024 J jnl
An Investigation Into the Behavior of Intelligent Fault Diagnostic Models Under Imbalanced Data.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Ke Feng
2024 J jnl
An autoregressive model-based degradation trend prognosis considering health indicators with multiscale attention information.
Eng. Appl. Artif. Intell.
Jichao Zhuang, Yudong Cao, Yifei Ding, Minping Jia, Ke Feng
2024 J jnl
Complex augmented representation network for transferable health prognosis of rolling bearing considering dynamic covariate shift.
Reliab. Eng. Syst. Saf.
Yudong Cao, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Ke Feng
2024 J jnl
Cost-sensitive learning considering label and feature distribution consistency: A novel perspective for health prognosis of rotating machinery with imbalanced data.
Expert Syst. Appl.
Yudong Cao, Minping Jia, Xiaoli Zhao, Xiaoan Yan, Ke Feng
2024 J jnl
Cross-Modal Fusion Convolutional Neural Networks With Online Soft-Label Training Strategy for Mechanical Fault Diagnosis.
IEEE Trans. Ind. Informatics
Yadong Xu, Ke Feng, Xiaoan Yan, Xin Sheng, Beibei Sun, Zheng Liu, Ruqiang Yan
2024 J jnl
Cross-modal zero-sample diagnosis framework utilizing non-contact sensing data fusion.
Inf. Fusion
Sheng Li, Ke Feng, Yadong Xu, Yongbo Li, Qing Ni, Ke Zhang, Yulin Wang, Weiping Ding
2024 J jnl
Data-driven bearing health management using a novel multi-scale fused feature and gated recurrent unit.
Reliab. Eng. Syst. Saf.
Qing Ni, Jinchen Ji, Ke Feng, Yongchao Zhang, Dongdong Lin, Jinde Zheng
2024 J jnl
DiffDD: A surface defect detection framework with diffusion probabilistic model.
Adv. Eng. Informatics
Xin Zhou, Yongchao Zhang, Zhaohui Ren, Tianchuan Mi, Ke Feng, Shihua Zhou, Zeyu Jiang
2024 J jnl
Digital twin-assisted interpretable transfer learning: A novel wavelet-based framework for intelligent fault diagnostics from simulated domain to real industrial domain.
Adv. Eng. Informatics
Sheng Li, Qiubo Jiang, Yadong Xu, Ke Feng, Zhiheng Zhao, Beibei Sun, George Q. Huang
2024 J jnl
Dual Structural Consistent Partial Domain Adaptation Network for Intelligent Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Kun Yu, Xuesong Wang, Yuhu Cheng, Ke Feng, Yongchao Zhang, Bin Xing
2024 J jnl
Estimation and Utilization of the Geomagnetic Field Inhomogeneities Using the Relaxation Characteristics of the FID Signal in an Overhauser Magnetometer.
IEEE Trans. Instrum. Meas.
Wang Luo, Xiangyun Hu, Haobin Dong, Jian Ge, Lichao Liu, Ke Feng, Yongchao Zhang, Lishan Huang, Jinhua She
2024 J jnl
Imbalanced Learning for Gearbox Fault Detection via Attention-Based Multireceptive Field Convolutional Neural Networks With an Adaptive Label Regulation Loss.
IEEE Trans. Instrum. Meas.
Yadong Xu, Rui Shu, Sheng Li, Ke Feng, Xiaolong Yang, Zhiheng Zhao, George Q. Huang
2024 J jnl
Knowledge Distillation-Guided Cost-Sensitive Ensemble Learning Framework for Imbalanced Fault Diagnosis.
IEEE Internet Things J.
Shuaiqing Deng, Zihao Lei, Guangrui Wen, Zhaojun Steven Li, Yongchao Zhang, Ke Feng, Xuefeng Chen
2024 J jnl
Multi-modal data cross-domain fusion network for gearbox fault diagnosis under variable operating conditions.
Eng. Appl. Artif. Intell.
Yongchao Zhang, Jinliang Ding, Yongbo Li, Zhaohui Ren, Ke Feng
2024 J jnl
Multivariate multiscale dispersion Lempel-Ziv complexity for fault diagnosis of machinery with multiple channels.
Inf. Fusion
Shun Wang, Yongbo Li, Khandaker Noman, Zhixiong Li, Ke Feng, Zheng Liu, Zichen Deng
2024 J jnl
Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis.
Eng. Appl. Artif. Intell.
Zhijun Ren, Kai Huang, Yongsheng Zhu, Ke Feng, Zheng Liu, Hong Fu, Jun Hong, Adam Glowacz
2024 J jnl
SWDAE: A New Degradation State Evaluation Method for Metro Wheels With Interpretable Health Indicator Construction Based on Unsupervised Deep Learning.
IEEE Trans. Instrum. Meas.
Wentao Mao, Yu Wang, Ke Feng, Linlin Kou, Yanna Zhang
2024 J jnl
Source-free domain adaptation for transferable remaining useful life prediction of machine considering source data absence.
Reliab. Eng. Syst. Saf.
Yudong Cao, Jichao Zhuang, Qiuhua Miao, Minping Jia, Ke Feng, Xiaoli Zhao, Xiaoan Yan, Peng Ding
2024 J jnl
Tensor representation-based transferability analytics and selective transfer learning of prognostic knowledge for remaining useful life prediction across machines.
Reliab. Eng. Syst. Saf.
Wentao Mao, Wen Zhang, Ke Feng, Michael Beer, Chunsheng Yang
2024 J jnl
Theoretical Deliberation on the Precision Quantification of a Flexible Caliper Sensor for Oil and Gas Pipelines.
IEEE Trans. Instrum. Meas.
Hang Zhang, Buyun Tang, Minghao Chen, Tong Pang, Qing Ni, Ke Feng
2024 J jnl
Zero-Phase Filter-Based Adaptive Fourier Decomposition and Its Application to Fault Diagnosis of Rolling Bearing.
IEEE Trans. Instrum. Meas.
Jinde Zheng, Shijun Cao, Ke Feng, Qingyun Liu
2023 J jnl
A Multidimensional Data Fusion Neural Network for Damage Localization Using Ultrasonic Guided Wave.
IEEE Trans. Instrum. Meas.
Hongguang Yun, Ke Feng, Rakiba Rayhana, Shashank Pant, Marc Genest, Zheng Liu
2023 J jnl
A Novel Weak Feature Extraction Method for Rotating Machinery: Link Dispersion Entropy.
IEEE Trans. Instrum. Meas.
Li Ding, Jinchen Ji, Yongbo Li, Shun Wang, Khandaker Noman, Ke Feng
2023 J jnl
A Synchronous Holo-Balancing Method for Flexible Rotors Based on the Modified Initial Phase Vector.
Inf. Fusion
Zihao Lei, Hongming Chen, Guangrui Wen, Ke Feng, Zheng Liu, Ruqiang Yan, Xuefeng Chen
2023 J jnl
A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Tantao Lin, Ke Feng, Yongsheng Zhu, Zheng Liu, Ke Yan
2023 J jnl
A two-phase-based deep neural network for simultaneous health monitoring and prediction of rolling bearings.
Reliab. Eng. Syst. Saf.
Rui Bai, Khandaker Noman, Ke Feng, Zhike Peng, Yongbo Li
2023 J jnl
CFCNN: A novel convolutional fusion framework for collaborative fault identification of rotating machinery.
Inf. Fusion
Yadong Xu, Ke Feng, Xiaoan Yan, Ruqiang Yan, Qing Ni, Beibei Sun, Zihao Lei, Yongchao Zhang, Zheng Liu
2023 J jnl
Data Modeling Techniques for Pipeline Integrity Assessment: A State-of-the-Art Survey.
IEEE Trans. Instrum. Meas.
Jiatong Ling, Ke Feng, Teng Wang, Min Liao, Chunsheng Yang, Zheng Liu
2023 J jnl
Data-Driven Prognostic Scheme for Bearings Based on a Novel Health Indicator and Gated Recurrent Unit Network.
IEEE Trans. Ind. Informatics
Qing Ni, Jinchen Ji, Ke Feng
2023 J jnl
Digital twin-driven focal modulation-based convolutional network for intelligent fault diagnosis.
Reliab. Eng. Syst. Saf.
Sheng Li, Qiubo Jiang, Yadong Xu, Ke Feng, Yulin Wang, Beibei Sun, Xiaoan Yan, Xin Sheng, Ke Zhang, Qing Ni
2023 J jnl
Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing.
Reliab. Eng. Syst. Saf.
Yongchao Zhang, Jinchen Ji, Zhaohui Ren, Qing Ni, Fengshou Gu, Ke Feng, Kun Yu, Jian Ge, Zihao Lei, Zheng Liu
2023 J jnl
Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Yongsheng Zhu, Zheng Liu, Ke Feng
2023 J jnl
Generative Adversarial Network With Dual Multiscale Feature Fusion for Data Augmentation in Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Jun Hong, Ke Feng
2023 J jnl
Global contextual multiscale fusion networks for machine health state identification under noisy and imbalanced conditions.
Reliab. Eng. Syst. Saf.
Yadong Xu, Xiaoan Yan, Ke Feng, Yongchao Zhang, Xiaoli Zhao, Beibei Sun, Zheng Liu
2023 J jnl
High-Precision Electrical Determination and Correction of Attitude Deviation for the Coil Vector Magnetometer.
IEEE Trans. Instrum. Meas.
Jian Ge, Jing Zhu, Xiangyun Hu, Wei Xu, Ke Feng, Yongchao Zhang, Wang Luo, Penghui Li, Haobin Dong, Zheng Liu
2023 J jnl
IFD-MDCN: Multibranch denoising convolutional networks with improved flow direction strategy for intelligent fault diagnosis of rolling bearings under noisy conditions.
Reliab. Eng. Syst. Saf.
Sheng Li, Jinchen Ji, Yadong Xu, Xiuquan Sun, Ke Feng, Beibei Sun, Yulin Wang, Fengshou Gu, Ke Zhang, Qing Ni
2023 J jnl
Integrated intelligent fault diagnosis approach of offshore wind turbine bearing based on information stream fusion and semi-supervised learning.
Expert Syst. Appl.
Yongchao Zhang, Kun Yu, Zihao Lei, Jian Ge, Yadong Xu, Zhixiong Li, Zhaohui Ren, Ke Feng
2023 J jnl
Intelligent Suppression of Non-Maneuvering Magnetic Interference of Aeromagnetic UAV.
IEEE Trans. Instrum. Meas.
Jian Ge, Wei Xu, Xiangyun Hu, Tao Wu, Ke Feng, Yongchao Zhang, Haobin Dong, Hong Yu, Jing Zhu, Zheng Liu
2023 J jnl
Joint Threshold Learning Convolutional Networks for Intelligent Fault Diagnosis Under Nonstationary Conditions.
IEEE Trans. Instrum. Meas.
Sheng Li, Yadong Xu, Ke Feng, Yulin Wang, Beibei Sun, Xiaoan Yan, Xin Sheng, Ke Zhang, Jinde Zheng, Qing Ni
2023 J jnl
Modified Varying Index Coefficient Autoregression Model for Representation of the Nonstationary Vibration From a Planetary Gearbox.
IEEE Trans. Instrum. Meas.
Yuejian Chen, Meng Rao, Ke Feng, Gang Niu
2023 J jnl
Multioperator Morphological Undecimated Wavelet for Wheelset Bearing Compound Fault Detection.
IEEE Trans. Instrum. Meas.
Yifan Li, Ke Feng, Yuejian Chen, Zaigang Chen
2023 J jnl
Non-contact diagnosis for gearbox based on the fusion of multi-sensor heterogeneous data.
Inf. Fusion
Dingyi Sun, Yongbo Li, Sixiang Jia, Ke Feng, Zheng Liu
2023 J jnl
Optimal symbolic entropy: An adaptive feature extraction algorithm for condition monitoring of bearings.
Inf. Fusion
Chunyun Li, Khandaker Noman, Zheng Liu, Ke Feng, Yongbo Li
2023 J jnl
Synchro-Reassigned Extracting Transform: An Effective Tool for Rotating Machinery Fault Diagnosis Under Varying Speed Condition.
IEEE Trans. Instrum. Meas.
Hongan Wu, Yong Lv, Rui Yuan, Xingkai Yang, Ke Feng, Weihang Zhu
2023 J jnl
WavCapsNet: An Interpretable Intelligent Compound Fault Diagnosis Method by Backward Tracking.
IEEE Trans. Instrum. Meas.
Weihua Li, Hao Lan, Junbin Chen, Ke Feng, Ruyi Huang
2022 J jnl
Attention-based multiscale denoising residual convolutional neural networks for fault diagnosis of rotating machinery.
Reliab. Eng. Syst. Saf.
Yadong Xu, Xiaoan Yan, Ke Feng, Xin Sheng, Beibei Sun, Zheng Liu
2022 J jnl
MMFNet: Multisensor Data and Multiscale Feature Fusion Model for Intelligent Cross-Domain Machinery Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Yongchao Zhang, Ke Feng, Hui Ma, Kun Yu, Zhaohui Ren, Zheng Liu
2018 J jnl
Fault Diagnosis of Rolling Bearing Under Speed Fluctuation Condition Based on Vold-Kalman Filter and RCMFE.
IEEE Access
Yongbo Li, Yu Wei, Ke Feng, Xianzhi Wang, Zhenbao Liu