Deep convolutional neural network based planet bearing fault classification. - Dezun Zhao; Tianyang Wang 001; Fulei Chu (Comput. Ind., 2019)

Sparse Representation Classification With Structured Dictionary Design Strategy for Rotating Machinery Fault Diagnosis. - Yun Kong; Tianyang Wang 001; Zhaoye Qin; Fulei Chu (IEEE Access, 2021)

Spatiotemporal non-negative projected convolutional network with bidirectional NMF and 3DCNN for remaining useful life estimation of bearings. - Xu Wang 061; Tianyang Wang 001; An-bo Ming; Wei Zhang 214; Aihua Li; Fulei Chu (Neurocomputing, 2021)

Magnetic Equivalent Modeling of Stator Currents for Localized Fault Detection of Planetary Gearboxes Coupled to Electric Motors. - Qinkai Han; Tianyang Wang 001; Zhuang Ding; Xueping Xu; Fulei Chu (IEEE Trans. Ind. Electron., 2021)

Scaling-Basis Chirplet Transform. - Miaofen Li; Tianyang Wang 001; Fulei Chu; Qinkai Han; Zhaoye Qin; Ming Jian Zuo (IEEE Trans. Ind. Electron., 2021)

Cross-Operating Condition Degradation Knowledge Learning for Remaining Useful Life Estimation of Bearings. - Xu Wang 061; Tianyang Wang 001; An-bo Ming; Wei Zhang 214; Aihua Li; Fulei Chu (IEEE Trans. Instrum. Meas., 2021)

Synchro-Reassigning Transform for Instantaneous Frequency Estimation and Signal Reconstruction. - Miaofen Li; Tianyang Wang 001; Yun Kong; Fulei Chu (IEEE Trans. Ind. Electron., 2022)

Generalized Cross-Severity Fault Diagnosis of Bearings via a Hierarchical Cross-Category Inference Framework. - Xu Wang 061; Tianyang Wang 001; An-bo Ming; Wei Zhang 214; Aihua Li; Fulei Chu (IEEE Trans. Ind. Informatics, 2022)

Fault Feature Recovery With Wasserstein Generative Adversarial Imputation Network With Gradient Penalty for Rotating Machine Health Monitoring Under Signal Loss Condition. - Wenyang Hu; Tianyang Wang 001; Fulei Chu (IEEE Trans. Instrum. Meas., 2022)

A Wasserstein generative digital twin model in health monitoring of rotating machines. - Wenyang Hu; Tianyang Wang 001; Fulei Chu (Comput. Ind., 2023)

Adversarial Representation Learning for Intelligent Condition Monitoring of Complex Machinery. - Shilin Sun; Tianyang Wang 001; Hongxing Yang; Fulei Chu (IEEE Trans. Ind. Electron., 2023)

Matching contrastive learning: An effective and intelligent method for wind turbine fault diagnosis with imbalanced SCADA data. - Shilin Sun; Wenyang Hu; Yuekai Liu; Tianyang Wang 001; Fulei Chu (Expert Syst. Appl., 2023)

Motor Current Model for Detecting Localized Defects in Planet Rolling Bearings. - Qinkai Han; Ziyuan Jiang; Yun Kong; Tianyang Wang 001; Fulei Chu (IEEE Trans. Ind. Electron., 2023)

Novel Ramanujan Digital Twin for Motor Periodic Fault Monitoring and Detection. - Wenyang Hu; Tianyang Wang 001; Fulei Chu (IEEE Trans. Ind. Informatics, 2023)

Compound Dimension Wavelet Network and Its Application in Bearings Fault Diagnosis Under Varying Speeds. - Qijian Lin; Tianyang Wang 001; Zhaoye Qin; Fulei Chu (INDIN, 2024)

Design and Implementation of Intelligent Rolling Bearing Based on Variable Reluctance Generator. - Song Wang 014; Chen Zheng; Tenghao Ma; Tianyang Wang 001; Shuai Gao; Qiyi Dai; Qinkai Han; Fulei Chu (IEEE Trans. Instrum. Meas., 2024)

Hybrid machine condition monitoring based on interpretable dual tree methods using Wasserstein metrics. - Yuekai Liu; Tianyang Wang 001; Fulei Chu (Expert Syst. Appl., 2024)

An Environmentally Adaptive and Contrastive Representation Learning Method for Condition Monitoring of Industrial Assets. - Shilin Sun; Tianyang Wang 001; Hongxing Yang; Fulei Chu (IEEE Trans. Cybern., 2024)

Entropy-Aided Meshing-Order Modulation Analysis for Wind Turbine Planetary Gear Weak Fault Detection under Variable Rotational Speed. - Shaodan Zhi; Hengshan Wu; Haikuo Shen; Tianyang Wang 001; Hongfei Fu 005 (Entropy, 2024)

Modeling of Interturn Short Fault in Interior Permanent Magnet Synchronous Motors With Multistrand Windings. - Qingkai Zhou; Wenyang Hu; Tianyang Wang 001; Fulei Chu (IEEE Trans. Ind. Electron., 2024)

A fault diagnosis data augmentation method integrating multimodal non-Gaussian denoising diffusion generative adversarial network. - Xueyi Li 004; Xudong Wu; Jun Yu; Tianyang Wang 001; Cheng Shi; Joo-Ho Choi; Fulei Chu (Adv. Eng. Informatics, 2025)

Fault diagnosis method for imbalanced data based on adaptive diffusion models and generative adversarial networks. - Xueyi Li 004; Xudong Wu; Tianyang Wang 001; Yining Xie; Fulei Chu (Eng. Appl. Artif. Intell., 2025)

Multimodal data imputation and fusion for trustworthy fault diagnosis of mechanical systems. - Jie Zhang; Yun Kong; Qinkai Han; Tianyang Wang 001; Mingming Dong; Hui Liu 001; Fulei Chu (Eng. Appl. Artif. Intell., 2025)

Local Entropy Optimization-Adaptive Demodulation Reassignment Transform for Advanced Analysis of Non-Stationary Mechanical Signals. - Yuli Niu; Zhongchao Liang; Hengshan Wu; Jianxin Tan; Tianyang Wang 001; Fulei Chu (Entropy, 2025)

Classifier-free diffusion-based weakly-supervised approach for health indicator derivation in rotating machines: Advancing early fault detection and condition monitoring. - Wenyang Hu; Gaëtan Frusque; Tianyang Wang 001; Fulei Chu; Olga Fink (Reliab. Eng. Syst. Saf., 2025)

The bearing multi-sensor fault diagnosis method based on a multi-branch parallel perception network and feature fusion strategy. - Xueyi Li 004; Shuquan Xiao; Qi Li 060; Liangkuan Zhu; Tianyang Wang 001; Fulei Chu (Reliab. Eng. Syst. Saf., 2025)

Digital twin-driven imbalanced fault diagnosis method based on new distribution discrepancy metric and large margin aware focal loss. - Xueyi Li 004; Daiyou Li; Tianyang Wang 001; Peng Yuan; Tianyu Yu (Simul. Model. Pract. Theory, 2025)

VMDPgram: An Effective Signal Decomposition Method for Rolling Bearing Fault Diagnosis. - Hua Li 019; Tianyang Wang 001; Feibin Zhang; Fulei Chu (IEEE Trans. Instrum. Meas., 2025)

Horizontal Local-Squeezing Frequency-Domain Chirplet Transform. - Dezun Zhao; Shuaicong Du; Tianyang Wang 001 (IEEE Trans. Instrum. Meas., 2025)

FMDPgram: An Improvement of FMD for Rotating Machinery Fault Diagnosis. - Hua Li 019; Tianyang Wang 001; Feibin Zhang; Fulei Chu (IEEE Trans. Ind. Informatics, 2025)

AutoVMDPgram: An Effective Method for Fault Diagnosis of Rolling Bearing. - Hua Li 019; Tianyang Wang 001; Feibin Zhang; Fulei Chu (IEEE Trans. Neural Networks Learn. Syst., 2025)

A federated class-incremental learning framework with dynamic client participation and evolution for machine fault diagnosis. - Yaoxiang Yu; Xueyi Li 004; Guangyao Zhang; Wenyang Hu; Tianyang Wang 001; Liang Guo; Shaoze Yan; Fulei Chu (Adv. Eng. Informatics, 2026)

Vibration smart language model: A study on intelligent operation and maintenance and decision support system based on multimodal data fusion. - Yuxuan Yang; Jiarui Jing; Guangsheng Ran; Tianyang Wang 001; Guangyao Zhang; Yuchen Zhang; Jiancheng Zhao; Yifan Ma; Xueyi Li 004 (Appl. Soft Comput., 2026)

A novel interpretable dynamic weighted domain adaptation network for cross-domain fault diagnosis of bearings under time-varying speeds. - Xueyi Li 004; Sixin Li; Guangyao Zhang; Yining Xie; Tianyang Wang 001; Fulei Chu (Eng. Appl. Artif. Intell., 2026)

Statistic Discrepancy Oriented Cyclo-Non-Stationary Indicator for Wind Turbine Condition Monitoring Under Varying Speed Conditions. - Guangyao Zhang; Zhongchao Liang; Tianyang Wang 001; Fulei Chu (IEEE Trans. Cybern., 2026)