Tianyang Wang

35 papers C 1Journal 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel interpretable dynamic weighted domain adaptation network for cross-domain fault diagnosis of bearings under time-varying speeds.
Eng. Appl. Artif. Intell.
Xueyi Li, Sixin Li, Guangyao Zhang, Yining Xie, Tianyang Wang, Fulei Chu
2026 J jnl
Statistic Discrepancy Oriented Cyclo-Non-Stationary Indicator for Wind Turbine Condition Monitoring Under Varying Speed Conditions.
IEEE Trans. Cybern.
Guangyao Zhang, Zhongchao Liang, Tianyang Wang, Fulei Chu
2026 J jnl
Vibration smart language model: A study on intelligent operation and maintenance and decision support system based on multimodal data fusion.
Appl. Soft Comput.
Yuxuan Yang, Jiarui Jing, Guangsheng Ran, Tianyang Wang, Guangyao Zhang, Yuchen Zhang, Jiancheng Zhao, Yifan Ma, Xueyi Li
2025 J jnl
A fault diagnosis data augmentation method integrating multimodal non-Gaussian denoising diffusion generative adversarial network.
Adv. Eng. Informatics
Xueyi Li, Xudong Wu, Jun Yu, Tianyang Wang, Cheng Shi, Joo-Ho Choi, Fulei Chu
2025 J jnl
AutoVMDPgram: An Effective Method for Fault Diagnosis of Rolling Bearing.
IEEE Trans. Neural Networks Learn. Syst.
Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu
2025 J jnl
Classifier-free diffusion-based weakly-supervised approach for health indicator derivation in rotating machines: Advancing early fault detection and condition monitoring.
Reliab. Eng. Syst. Saf.
Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink
2025 J jnl
Digital twin-driven imbalanced fault diagnosis method based on new distribution discrepancy metric and large margin aware focal loss.
Simul. Model. Pract. Theory
Xueyi Li, Daiyou Li, Tianyang Wang, Peng Yuan, Tianyu Yu
2025 J jnl
FMDPgram: An Improvement of FMD for Rotating Machinery Fault Diagnosis.
IEEE Trans. Ind. Informatics
Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu
2025 J jnl
Fault diagnosis method for imbalanced data based on adaptive diffusion models and generative adversarial networks.
Eng. Appl. Artif. Intell.
Xueyi Li, Xudong Wu, Tianyang Wang, Yining Xie, Fulei Chu
2025 J jnl
Horizontal Local-Squeezing Frequency-Domain Chirplet Transform.
IEEE Trans. Instrum. Meas.
Dezun Zhao, Shuaicong Du, Tianyang Wang
2025 J jnl
Local Entropy Optimization-Adaptive Demodulation Reassignment Transform for Advanced Analysis of Non-Stationary Mechanical Signals.
Entropy
Yuli Niu, Zhongchao Liang, Hengshan Wu, Jianxin Tan, Tianyang Wang, Fulei Chu
2025 J jnl
Multimodal data imputation and fusion for trustworthy fault diagnosis of mechanical systems.
Eng. Appl. Artif. Intell.
Jie Zhang, Yun Kong, Qinkai Han, Tianyang Wang, Mingming Dong, Hui Liu, Fulei Chu
2025 J jnl
The bearing multi-sensor fault diagnosis method based on a multi-branch parallel perception network and feature fusion strategy.
Reliab. Eng. Syst. Saf.
Xueyi Li, Shuquan Xiao, Qi Li, Liangkuan Zhu, Tianyang Wang, Fulei Chu
2025 J jnl
VMDPgram: An Effective Signal Decomposition Method for Rolling Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu
2024 J jnl
An Environmentally Adaptive and Contrastive Representation Learning Method for Condition Monitoring of Industrial Assets.
IEEE Trans. Cybern.
Shilin Sun, Tianyang Wang, Hongxing Yang, Fulei Chu
2024 J jnl
Classifier-Free Diffusion-Based Weakly-Supervised Approach for Health Indicator Derivation in Rotating Machines: Advancing Early Fault Detection and Condition Monitoring.
CoRR
Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink
2024 C conf
Compound Dimension Wavelet Network and Its Application in Bearings Fault Diagnosis Under Varying Speeds.
INDIN
Qijian Lin, Tianyang Wang, Zhaoye Qin, Fulei Chu
2024 J jnl
Design and Implementation of Intelligent Rolling Bearing Based on Variable Reluctance Generator.
IEEE Trans. Instrum. Meas.
Song Wang, Chen Zheng, Tenghao Ma, Tianyang Wang, Shuai Gao, Qiyi Dai, Qinkai Han, Fulei Chu
2024 J jnl
Entropy-Aided Meshing-Order Modulation Analysis for Wind Turbine Planetary Gear Weak Fault Detection under Variable Rotational Speed.
Entropy
Shaodan Zhi, Hengshan Wu, Haikuo Shen, Tianyang Wang, Hongfei Fu
2024 J jnl
Hybrid machine condition monitoring based on interpretable dual tree methods using Wasserstein metrics.
Expert Syst. Appl.
Yuekai Liu, Tianyang Wang, Fulei Chu
2024 J jnl
Modeling of Interturn Short Fault in Interior Permanent Magnet Synchronous Motors With Multistrand Windings.
IEEE Trans. Ind. Electron.
Qingkai Zhou, Wenyang Hu, Tianyang Wang, Fulei Chu
2023 J jnl
A Wasserstein generative digital twin model in health monitoring of rotating machines.
Comput. Ind.
Wenyang Hu, Tianyang Wang, Fulei Chu
2023 J jnl
Adversarial Representation Learning for Intelligent Condition Monitoring of Complex Machinery.
IEEE Trans. Ind. Electron.
Shilin Sun, Tianyang Wang, Hongxing Yang, Fulei Chu
2023 J jnl
Matching contrastive learning: An effective and intelligent method for wind turbine fault diagnosis with imbalanced SCADA data.
Expert Syst. Appl.
Shilin Sun, Wenyang Hu, Yuekai Liu, Tianyang Wang, Fulei Chu
2023 J jnl
Motor Current Model for Detecting Localized Defects in Planet Rolling Bearings.
IEEE Trans. Ind. Electron.
Qinkai Han, Ziyuan Jiang, Yun Kong, Tianyang Wang, Fulei Chu
2023 J jnl
Novel Ramanujan Digital Twin for Motor Periodic Fault Monitoring and Detection.
IEEE Trans. Ind. Informatics
Wenyang Hu, Tianyang Wang, Fulei Chu
2022 J jnl
Fault Feature Recovery With Wasserstein Generative Adversarial Imputation Network With Gradient Penalty for Rotating Machine Health Monitoring Under Signal Loss Condition.
IEEE Trans. Instrum. Meas.
Wenyang Hu, Tianyang Wang, Fulei Chu
2022 J jnl
Generalized Cross-Severity Fault Diagnosis of Bearings via a Hierarchical Cross-Category Inference Framework.
IEEE Trans. Ind. Informatics
Xu Wang, Tianyang Wang, An-bo Ming, Wei Zhang, Aihua Li, Fulei Chu
2022 J jnl
Synchro-Reassigning Transform for Instantaneous Frequency Estimation and Signal Reconstruction.
IEEE Trans. Ind. Electron.
Miaofen Li, Tianyang Wang, Yun Kong, Fulei Chu
2021 J jnl
Cross-Operating Condition Degradation Knowledge Learning for Remaining Useful Life Estimation of Bearings.
IEEE Trans. Instrum. Meas.
Xu Wang, Tianyang Wang, An-bo Ming, Wei Zhang, Aihua Li, Fulei Chu
2021 J jnl
Magnetic Equivalent Modeling of Stator Currents for Localized Fault Detection of Planetary Gearboxes Coupled to Electric Motors.
IEEE Trans. Ind. Electron.
Qinkai Han, Tianyang Wang, Zhuang Ding, Xueping Xu, Fulei Chu
2021 J jnl
Scaling-Basis Chirplet Transform.
IEEE Trans. Ind. Electron.
Miaofen Li, Tianyang Wang, Fulei Chu, Qinkai Han, Zhaoye Qin, Ming Jian Zuo
2021 J jnl
Sparse Representation Classification With Structured Dictionary Design Strategy for Rotating Machinery Fault Diagnosis.
IEEE Access
Yun Kong, Tianyang Wang, Zhaoye Qin, Fulei Chu
2021 J jnl
Spatiotemporal non-negative projected convolutional network with bidirectional NMF and 3DCNN for remaining useful life estimation of bearings.
Neurocomputing
Xu Wang, Tianyang Wang, An-bo Ming, Wei Zhang, Aihua Li, Fulei Chu
2019 J jnl
Deep convolutional neural network based planet bearing fault classification.
Comput. Ind.
Dezun Zhao, Tianyang Wang, Fulei Chu