Tianyang Wang
Orcid: 0000-0002-7256-883XAffiliations:
- Tsinghua University, Beijing, China
According to our database1,
Tianyang Wang authored at least 35 papers
between 2019 and 2026.
Collaborative distances:
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Bibliography
2026
Statistic Discrepancy Oriented Cyclo-Non-Stationary Indicator for Wind Turbine Condition Monitoring Under Varying Speed Conditions.
IEEE Trans. Cybern., January, 2026
A novel interpretable dynamic weighted domain adaptation network for cross-domain fault diagnosis of bearings under time-varying speeds.
Eng. Appl. Artif. Intell., 2026
Vibration smart language model: A study on intelligent operation and maintenance and decision support system based on multimodal data fusion.
Appl. Soft Comput., 2026
A federated class-incremental learning framework with dynamic client participation and evolution for machine fault diagnosis.
Adv. Eng. Informatics, 2026
2025
IEEE Trans. Neural Networks Learn. Syst., August, 2025
IEEE Trans. Ind. Informatics, August, 2025
IEEE Trans. Instrum. Meas., 2025
VMDPgram: An Effective Signal Decomposition Method for Rolling Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2025
Digital twin-driven imbalanced fault diagnosis method based on new distribution discrepancy metric and large margin aware focal loss.
Simul. Model. Pract. Theory, 2025
The bearing multi-sensor fault diagnosis method based on a multi-branch parallel perception network and feature fusion strategy.
Reliab. Eng. Syst. Saf., 2025
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., 2025
Local Entropy Optimization-Adaptive Demodulation Reassignment Transform for Advanced Analysis of Non-Stationary Mechanical Signals.
Entropy, 2025
Multimodal data imputation and fusion for trustworthy fault diagnosis of mechanical systems.
Eng. Appl. Artif. Intell., 2025
Fault diagnosis method for imbalanced data based on adaptive diffusion models and generative adversarial networks.
Eng. Appl. Artif. Intell., 2025
A fault diagnosis data augmentation method integrating multimodal non-Gaussian denoising diffusion generative adversarial network.
Adv. Eng. Informatics, 2025
2024
Modeling of Interturn Short Fault in Interior Permanent Magnet Synchronous Motors With Multistrand Windings.
IEEE Trans. Ind. Electron., November, 2024
Entropy-Aided Meshing-Order Modulation Analysis for Wind Turbine Planetary Gear Weak Fault Detection under Variable Rotational Speed.
Entropy, May, 2024
An Environmentally Adaptive and Contrastive Representation Learning Method for Condition Monitoring of Industrial Assets.
IEEE Trans. Cybern., March, 2024
Hybrid machine condition monitoring based on interpretable dual tree methods using Wasserstein metrics.
Expert Syst. Appl., January, 2024
Design and Implementation of Intelligent Rolling Bearing Based on Variable Reluctance Generator.
IEEE Trans. Instrum. Meas., 2024
Compound Dimension Wavelet Network and Its Application in Bearings Fault Diagnosis Under Varying Speeds.
Proceedings of the 22nd IEEE International Conference on Industrial Informatics, 2024
2023
IEEE Trans. Ind. Informatics, December, 2023
IEEE Trans. Ind. Electron., September, 2023
Matching contrastive learning: An effective and intelligent method for wind turbine fault diagnosis with imbalanced SCADA data.
Expert Syst. Appl., August, 2023
Adversarial Representation Learning for Intelligent Condition Monitoring of Complex Machinery.
IEEE Trans. Ind. Electron., 2023
A Wasserstein generative digital twin model in health monitoring of rotating machines.
Comput. Ind., 2023
2022
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., 2022
Generalized Cross-Severity Fault Diagnosis of Bearings via a Hierarchical Cross-Category Inference Framework.
IEEE Trans. Ind. Informatics, 2022
Synchro-Reassigning Transform for Instantaneous Frequency Estimation and Signal Reconstruction.
IEEE Trans. Ind. Electron., 2022
2021
Cross-Operating Condition Degradation Knowledge Learning for Remaining Useful Life Estimation of Bearings.
IEEE Trans. Instrum. Meas., 2021
Magnetic Equivalent Modeling of Stator Currents for Localized Fault Detection of Planetary Gearboxes Coupled to Electric Motors.
IEEE Trans. Ind. Electron., 2021
Spatiotemporal non-negative projected convolutional network with bidirectional NMF and 3DCNN for remaining useful life estimation of bearings.
Neurocomputing, 2021
Sparse Representation Classification With Structured Dictionary Design Strategy for Rotating Machinery Fault Diagnosis.
IEEE Access, 2021
2019
Comput. Ind., 2019