Tongyang Pan

34 papers C 3Journal 30Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An adaptive trend-seasonal conditional diffusion framework for railway monitoring data imputation.
Adv. Eng. Informatics
Yuyan Li, Jingsong Xie, Zhisheng Ye, Xiaochi Chen, Tongyang Pan, Jiaolong Wang, Yongxing Zhao
2026 J jnl
Ensemble time freedom heuristic and intelligent optimization algorithm for relay satellites scheduling considering multi-type task requirements.
Expert Syst. Appl.
Yi Gu, Hanqing Liu, Tongyang Pan, Shengzhou Bai, Jiqing Liu, Yuwen Wu, Guohua Wu
2026 J jnl
Physics-driven prediction method for remaining useful life of rolling bearings incorporating Paris' fatigue damage mechanism.
Eng. Appl. Artif. Intell.
Yuntian Ta, Tiantian Wang, Jingsong Xie, Tongyang Pan, Zhijian Wang
2026 J jnl
Time & frequency domain consistency generic learning for fault diagnosis of HST bogie via self-supervised contrastive pre-training.
Knowl. Based Syst.
Yuanhong Chang, Yujian Xie, Jianfeng Zhong, Jianhua Zhong, Tongyang Pan, Jingsong Xie, Jinglong Chen
2025 J jnl
A Source Domain Adaptive Method for Transfer-Learning-Based Fault Diagnosis of Train Bogie Bearings at Higher Speeds.
IEEE Trans. Instrum. Meas.
Buyao Yang, Tiantian Wang, Jingsong Xie, Jinsong Yang, Tongyang Pan, Yu Wang
2025 J jnl
A long-short-term feature extraction network based on soft-parameter-sharing for high-speed train bogies multi-object fault diagnosis under long-tailed distribution.
Expert Syst. Appl.
Yijin Liu, Jinglong Chen, Tongyang Pan, Jingsong Xie
2025 J jnl
A temporal cross-contrastive self-supervised learning framework for high-speed train bearing fault diagnosis: addressing limited labeling and speed variability.
Eng. Appl. Artif. Intell.
Yuyan Li, Tiantian Wang, Jingsong Xie, Jinsong Yang, Tongyang Pan, Buzhao Niu, Xiang Yu
2025 J jnl
BMTM-net: A rotating machinery fault diagnosis network based on 2D-1D fusion with bidirectional multi-granularity transformer-mamba.
Neurocomputing
E. Xia, Yirong Liu, Jinyang Gong, Xunhua Dai, Tongyang Pan, Shiyi Wang
2025 J jnl
Rethinking robustness: Robust adversarial distillation for practical black-box signal attack in intelligent fault diagnosis.
Expert Syst. Appl.
Yong Feng, Jinglong Chen, Tongyang Pan, Rong Su
2025 — conf
Time-frequency Embedded Self-supervised Contrastive Learning for Fault Diagnosis of High-Speed Train bearing under Limited Labeled Data.
ICPHM
Yuyan Li, Jingsong Xie, Yaozheng Zeng, Tongyang Pan, Tiantian Wang, Weicheng Li, Ran Bi, Xiaochi Chen
2025 J jnl
Uncertainty Estimation Pseudo-Label-Guided Source-Free Domain Adaptation for Cross-Domain Remaining Useful Life Prediction in IIoT.
IEEE Internet Things J.
Zhuohang Chen, Jinglong Chen, Tongyang Pan, Jingsong Xie
2024 J jnl
A Lightweight Dual-Compression Fault Diagnosis Framework for High-Speed Train Bogie Bearing.
IEEE Trans. Instrum. Meas.
Yuyan Li, Shangjun Wang, Jingsong Xie, Tiantian Wang, Jinsong Yang, Tongyang Pan, Buyao Yang
2024 J jnl
A Simulated-to-Real Transfer Fault Diagnosis Method Based on Prototype Clustering Subdomain Adversarial Adaptation Network for HST Bogie Bearing.
IEEE Trans. Instrum. Meas.
Jingsong Xie, Shangjun Wang, Yuyan Li, Tiantian Wang, Jinsong Yang, Tongyang Pan
2024 J jnl
A meta-weighted network equipped with uncertainty estimations for remaining useful life prediction of turbopump bearings.
Expert Syst. Appl.
Tongyang Pan, Jinglong Chen, Zijun Liu
2024 J jnl
Generative artificial intelligence and data augmentation for prognostic and health management: Taxonomy, progress, and prospects.
Expert Syst. Appl.
Shen Liu, Jinglong Chen, Yong Feng, Zongliang Xie, Tongyang Pan, Jingsong Xie
2024 J jnl
Integrating Misidentification and OOD Detection for Reliable Fault Diagnosis of High-Speed Train Bogie.
IEEE Trans. Intell. Transp. Syst.
Yong Feng, Jinglong Chen, Zongliang Xie, Jingsong Xie, Tongyang Pan, Chao Li, Qing Zhao
2023 J jnl
A variational transformer for predicting turbopump bearing condition under diverse degradation processes.
Reliab. Eng. Syst. Saf.
Yulang Liu, Jinglong Chen, Tiantian Wang, Aimin Li, Tongyang Pan
2023 J jnl
Globally Localized Multisource Domain Adaptation for Cross-Domain Fault Diagnosis With Category Shift.
IEEE Trans. Neural Networks Learn. Syst.
Yong Feng, Jinglong Chen, Shuilong He, Tongyang Pan, Zitong Zhou
2022 J jnl
A multi-head attention network with adaptive meta-transfer learning for RUL prediction of rocket engines.
Reliab. Eng. Syst. Saf.
Tongyang Pan, Jinglong Chen, Zhisheng Ye, Aimin Li
2022 J jnl
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.
Yuanhong Chang, Jinglong Chen, Wenyang Wu, Tongyang Pan, Zitong Zhou, Shuilong He
2022 J jnl
Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects.
Knowl. Based Syst.
Yong Feng, Jinglong Chen, Jingsong Xie, Tianci Zhang, Haixin Lv, Tongyang Pan
2022 J jnl
Similarity Metric-Based Metalearning Network Combining Prior Metatraining Strategy for Intelligent Fault Detection Under Small Samples Prerequisite.
IEEE Trans. Instrum. Meas.
Yuanhong Chang, Jinglong Chen, Shuilong He, Tongyang Pan
2022 J jnl
Toward Small Sample Challenge in Intelligent Fault Diagnosis: Attention-Weighted Multidepth Feature Fusion Net With Signals Augmentation.
IEEE Trans. Instrum. Meas.
Tianci Zhang, Shuilong He, Jinglong Chen, Tongyang Pan, Zitong Zhou
2021 J jnl
A Small Sample Focused Intelligent Fault Diagnosis Scheme of Machines via Multimodules Learning With Gradient Penalized Generative Adversarial Networks.
IEEE Trans. Ind. Electron.
Tianci Zhang, Jinglong Chen, Fudong Li, Tongyang Pan, Shuilong He
2021 J jnl
Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance.
IEEE Trans. Ind. Informatics
Tongyang Pan, Jinglong Chen, Jingsong Xie, Zitong Zhou, Shuilong He
2021 J jnl
SASLN: Signals Augmented Self-Taught Learning Networks for Mechanical Fault Diagnosis Under Small Sample Condition.
IEEE Trans. Instrum. Meas.
Tianci Zhang, Jinglong Chen, Jingsong Xie, Tongyang Pan
2020 J jnl
A Deep Learning Network via Shunt-Wound Restricted Boltzmann Machines Using Raw Data for Fault Detection.
IEEE Trans. Instrum. Meas.
Tongyang Pan, Jinglong Chen, Jun Pan, Zitong Zhou
2020 J jnl
Hybrid attribute conditional adversarial denoising autoencoder for zero-shot classification of mechanical intelligent fault diagnosis.
Appl. Soft Comput.
Haixin Lv, Jinglong Chen, Tongyang Pan, Zitong Zhou
2020 J jnl
Multiple degradation mode analysis via gated recurrent unit mode recognizer and life predictors for complex equipment.
Comput. Ind.
Qinyuan Luo, Yuanhong Chang, Jinglong Chen, Hongjie Jing, Haixin Lv, Tongyang Pan
2020 C conf
Sequence Adaptation Adversarial Network for Remaining Useful Life Prediction Using Small Data Set.
INDIN
Haixin Lv, Jinglong Chen, Tongyang Pan
2020 C conf
Towards Intelligent Fault Diagnosis under Small Sample Condition via A Signals Augmented Semi-supervised Learning Framework.
INDIN
Tianci Zhang, Jinglong Chen, Tongyang Pan, Zitong Zhou
2019 J jnl
A Novel Deep Learning Network via Multiscale Inner Product With Locally Connected Feature Extraction for Intelligent Fault Detection.
IEEE Trans. Ind. Informatics
Tongyang Pan, Jinglong Chen, Zitong Zhou, Changlei Wang, Shuilong He
2019 C conf
An Adversarial Learning Framework for Zero-shot Fault Recognition of Mechanical Systems.
INDIN
Jinglong Chen, Tongyang Pan, Zitong Zhou, Shuilong He
2019 J jnl
Degradation feature extraction using multi-source monitoring data via logarithmic normal distribution based variational auto-encoder.
Comput. Ind.
Gen Ping, Jinglong Chen, Tongyang Pan, Jun Pan