Tongyang Pan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Reliab. Eng. Syst. Saf.

Publications

Tongyang Pan, Jinglong Chen, Zijun Liu
A meta-weighted network equipped with uncertainty estimations for remaining useful life prediction of turbopump bearings. Expert Syst. Appl. 252 (2024)
Shen Liu, Jinglong Chen, Yong Feng, Zongliang Xie, Tongyang Pan, Jingsong Xie
Generative artificial intelligence and data augmentation for prognostic and health management: Taxonomy, progress, and prospects. Expert Syst. Appl. 255 (2024)
Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou
Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Yulang Liu, Jinglong Chen, Tiantian Wang, Aimin Li, Tongyang Pan
A variational transformer for predicting turbopump bearing condition under diverse degradation processes. Reliab. Eng. Syst. Saf. 232 (2023)
Yong Feng, Jinglong Chen, Jingsong Xie, Tianci Zhang, Haixin Lv, Tongyang Pan
Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects. Knowl. Based Syst. 235 (2022)
Yuanhong Chang, Jinglong Chen, Wenyang Wu, Tongyang Pan, Zitong Zhou, Shuilong He
Intelligent Fault Quantitative Identification for Industrial Internet of Things (IIoT) via a Novel Deep Dual Reinforcement Learning Model Accompanied With Insufficient Samples. IEEE Internet Things J. 9 (20) (2022)
Yuanhong Chang, Jinglong Chen, Shuilong He, Tongyang Pan
Similarity Metric-Based Metalearning Network Combining Prior Metatraining Strategy for Intelligent Fault Detection Under Small Samples Prerequisite. IEEE Trans. Instrum. Meas. 71 (2022)
Tianci Zhang, Shuilong He, Jinglong Chen, Tongyang Pan, Zitong Zhou
Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation. IEEE Trans. Instrum. Meas. 71 (2022)
Tongyang Pan, Jinglong Chen, Zhisheng Ye, Aimin Li
A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines. Reliab. Eng. Syst. Saf. 225 (2022)
Tianci Zhang, Jinglong Chen, Fudong Li, Tongyang Pan, Shuilong He
A Small Sample Focused Intelligent Fault Diagnosis Scheme of Machines via Multimodules Learning With Gradient Penalized Generative Adversarial Networks. IEEE Trans. Ind. Electron. 68 (10) (2021)
Tianci Zhang, Jinglong Chen, Jingsong Xie, Tongyang Pan
SASLN: Signals Augmented Self-Taught Learning Networks for Mechanical Fault Diagnosis Under Small Sample Condition. IEEE Trans. Instrum. Meas. 70 (2021)
Tongyang Pan, Jinglong Chen, Jingsong Xie, Zitong Zhou, Shuilong He
Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance. IEEE Trans. Ind. Informatics 17 (9) (2021)
Qinyuan Luo, Yuanhong Chang, Jinglong Chen, Hongjie Jing, Haixin Lv, Tongyang Pan
Multiple degradation mode analysis via gated recurrent unit mode recognizer and life predictors for complex equipment. Comput. Ind. 123 (2020)
Tongyang Pan, Jinglong Chen, Jun Pan, Zitong Zhou
A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Haixin Lv, Jinglong Chen, Tongyang Pan, Zitong Zhou
Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis. Appl. Soft Comput. 95 (2020)
Tianci Zhang, Jinglong Chen, Tongyang Pan, Zitong Zhou
Towards Intelligent Fault Diagnosis under Small Sample Condition via A Signals Augmented Semi-supervised Learning Framework. INDIN (2020)
Haixin Lv, Jinglong Chen, Tongyang Pan
Sequence Adaptation Adversarial Network for Remaining Useful Life Prediction Using Small Data Set. INDIN (2020)
Tongyang Pan, Jinglong Chen, Zitong Zhou, Changlei Wang, Shuilong He
A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection. IEEE Trans. Ind. Informatics 15 (9) (2019)
Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems. INDIN (2019)
Gen Ping, Jinglong Chen, Tongyang Pan, Jun Pan
Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder. Comput. Ind. 109 (2019)