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ORCIDTianyang Wang 0001
Person information
- affiliation: Tsinghua University, Beijing, China
Other persons with the same name
- Tianyang Wang — disambiguation page
- Tianyang Wang 0002
![[0009-0004-3359-1801]](https://dblp.org/img/orcid-mark.12x12.png "0009-0004-3359-1801")
— Taiyuan University of Technology, Taiyuan, China - Tianyang Wang 0003 — Colorado State University, Fort Collins, CO, USA
- Tianyang Wang 0004 — University of Alabama at Birmingham, USA
- Tianyang Wang 0005 — City University of Macau, Macau, SAR, China
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2020 – today
- 2025
[j30]Xueyi Li, Xudong Wu, Jun Yu, Tianyang Wang, Cheng Shi, Joo-Ho Choi, Fulei Chu:
A fault diagnosis data augmentation method integrating multimodal non-Gaussian denoising diffusion generative adversarial network. Adv. Eng. Informatics 68: 103776 (2025)- [j29]Xueyi Li, Xudong Wu, Tianyang Wang, Yining Xie, Fulei Chu:
Fault diagnosis method for imbalanced data based on adaptive diffusion models and generative adversarial networks. Eng. Appl. Artif. Intell. 147: 110410 (2025) - [j28]Jie Zhang, Yun Kong, Qinkai Han, Tianyang Wang, Mingming Dong, Hui Liu, Fulei Chu:
Multimodal data imputation and fusion for trustworthy fault diagnosis of mechanical systems. Eng. Appl. Artif. Intell. 150: 110663 (2025) - [j27]Yuli Niu, Zhongchao Liang, Hengshan Wu, Jianxin Tan, Tianyang Wang, Fulei Chu:
Local Entropy Optimization-Adaptive Demodulation Reassignment Transform for Advanced Analysis of Non-Stationary Mechanical Signals. Entropy 27(7): 660 (2025) - [j26]Xueyi Li, Shuquan Xiao, Qi Li, Liangkuan Zhu, Tianyang Wang, Fulei Chu:
The bearing multi-sensor fault diagnosis method based on a multi-branch parallel perception network and feature fusion strategy. Reliab. Eng. Syst. Saf. 261: 111122 (2025) - [j25]Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink:
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. 264: 111397 (2025) - [j24]Xueyi Li, Daiyou Li, Tianyang Wang, Peng Yuan, Tianyu Yu:
Digital twin-driven imbalanced fault diagnosis method based on new distribution discrepancy metric and large margin aware focal loss. Simul. Model. Pract. Theory 143: 103160 (2025) - [j23]Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu:
FMDPgram: An Improvement of FMD for Rotating Machinery Fault Diagnosis. IEEE Trans. Ind. Informatics 21(8): 6398-6409 (2025) - [j22]Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu:
VMDPgram: An Effective Signal Decomposition Method for Rolling Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 74: 1-10 (2025) - [j21]Dezun Zhao, Shuaicong Du, Tianyang Wang:
Horizontal Local-Squeezing Frequency-Domain Chirplet Transform. IEEE Trans. Instrum. Meas. 74: 1-11 (2025) - [j20]Hua Li, Tianyang Wang, Feibin Zhang, Fulei Chu:
AutoVMDPgram: An Effective Method for Fault Diagnosis of Rolling Bearing. IEEE Trans. Neural Networks Learn. Syst. 36(8): 15233-15243 (2025) - 2024
- [j19]Shaodan Zhi, Hengshan Wu, Haikuo Shen, Tianyang Wang, Hongfei Fu:
Entropy-Aided Meshing-Order Modulation Analysis for Wind Turbine Planetary Gear Weak Fault Detection under Variable Rotational Speed. Entropy 26(5): 409 (2024) - [j18]Yuekai Liu, Tianyang Wang, Fulei Chu:
Hybrid machine condition monitoring based on interpretable dual tree methods using Wasserstein metrics. Expert Syst. Appl. 235: 121104 (2024) - [j17]Shilin Sun, Tianyang Wang, Hongxing Yang, Fulei Chu:
An Environmentally Adaptive and Contrastive Representation Learning Method for Condition Monitoring of Industrial Assets. IEEE Trans. Cybern. 54(3): 1484-1496 (2024) - [j16]Qingkai Zhou, Wenyang Hu, Tianyang Wang, Fulei Chu:
Modeling of Interturn Short Fault in Interior Permanent Magnet Synchronous Motors With Multistrand Windings. IEEE Trans. Ind. Electron. 71(11): 14580-14589 (2024) - [j15]Song Wang, Chen Zheng, Tenghao Ma, Tianyang Wang, Shuai Gao, Qiyi Dai, Qinkai Han, Fulei Chu:
Design and Implementation of Intelligent Rolling Bearing Based on Variable Reluctance Generator. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - [c1]Qijian Lin, Tianyang Wang, Zhaoye Qin, Fulei Chu:
Compound Dimension Wavelet Network and Its Application in Bearings Fault Diagnosis Under Varying Speeds. INDIN 2024: 1-6 - [i1]Wenyang Hu, Gaëtan Frusque, Tianyang Wang, Fulei Chu, Olga Fink:
Classifier-Free Diffusion-Based Weakly-Supervised Approach for Health Indicator Derivation in Rotating Machines: Advancing Early Fault Detection and Condition Monitoring. CoRR abs/2409.01676 (2024) - 2023
- [j14]Wenyang Hu, Tianyang Wang, Fulei Chu:
A Wasserstein generative digital twin model in health monitoring of rotating machines. Comput. Ind. 145: 103807 (2023) - [j13]Shilin Sun, Wenyang Hu, Yuekai Liu, Tianyang Wang, Fulei Chu:
Matching contrastive learning: An effective and intelligent method for wind turbine fault diagnosis with imbalanced SCADA data. Expert Syst. Appl. 223: 119891 (2023) - [j12]Shilin Sun, Tianyang Wang, Hongxing Yang, Fulei Chu:
Adversarial Representation Learning for Intelligent Condition Monitoring of Complex Machinery. IEEE Trans. Ind. Electron. 70(5): 5255-5265 (2023) - [j11]Qinkai Han, Ziyuan Jiang, Yun Kong, Tianyang Wang, Fulei Chu:
Motor Current Model for Detecting Localized Defects in Planet Rolling Bearings. IEEE Trans. Ind. Electron. 70(9): 9483-9494 (2023) - [j10]Wenyang Hu, Tianyang Wang, Fulei Chu:
Novel Ramanujan Digital Twin for Motor Periodic Fault Monitoring and Detection. IEEE Trans. Ind. Informatics 19(12): 11564-11572 (2023) - 2022
- [j9]Miaofen Li, Tianyang Wang, Yun Kong, Fulei Chu:
Synchro-Reassigning Transform for Instantaneous Frequency Estimation and Signal Reconstruction. IEEE Trans. Ind. Electron. 69(7): 7263-7274 (2022) - [j8]Xu Wang, Tianyang Wang, An-bo Ming, Wei Zhang, Aihua Li, Fulei Chu:
Generalized Cross-Severity Fault Diagnosis of Bearings via a Hierarchical Cross-Category Inference Framework. IEEE Trans. Ind. Informatics 18(10): 7240-7251 (2022) - [j7]Wenyang Hu, Tianyang Wang, Fulei Chu:
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. 71: 1-12 (2022) - 2021
- [j6]Yun Kong, Tianyang Wang, Zhaoye Qin, Fulei Chu:
Sparse Representation Classification With Structured Dictionary Design Strategy for Rotating Machinery Fault Diagnosis. IEEE Access 9: 10012-10024 (2021) - [j5]Xu Wang, Tianyang Wang, An-bo Ming, Wei Zhang, Aihua Li, Fulei Chu:
Spatiotemporal non-negative projected convolutional network with bidirectional NMF and 3DCNN for remaining useful life estimation of bearings. Neurocomputing 450: 294-310 (2021) - [j4]Qinkai Han, Tianyang Wang, Zhuang Ding, Xueping Xu, Fulei Chu:
Magnetic Equivalent Modeling of Stator Currents for Localized Fault Detection of Planetary Gearboxes Coupled to Electric Motors. IEEE Trans. Ind. Electron. 68(3): 2575-2586 (2021) - [j3]Miaofen Li, Tianyang Wang, Fulei Chu, Qinkai Han, Zhaoye Qin, Ming Jian Zuo:
Scaling-Basis Chirplet Transform. IEEE Trans. Ind. Electron. 68(9): 8777-8788 (2021) - [j2]Xu Wang, Tianyang Wang, An-bo Ming, Wei Zhang, Aihua Li, Fulei Chu:
Cross-Operating Condition Degradation Knowledge Learning for Remaining Useful Life Estimation of Bearings. IEEE Trans. Instrum. Meas. 70: 1-11 (2021)
2010 – 2019
- 2019
- [j1]Dezun Zhao, Tianyang Wang, Fulei Chu:
Deep convolutional neural network based planet bearing fault classification. Comput. Ind. 107: 59-66 (2019)
Coauthor Index
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