Tongyang Pan - Publications, H-index & Citations

Tongyang Pan

Central South University

27H指数

74论文数

2.3K被引数

收录论文 54

发表时间

Point-wise attention digital twin modeling for full-field stress prediction in delivery testing of complex structures 针对复杂结构递送测试中全场应力预测的点-wise注意力数字孪生建模

Expert Systems with Applications

IF7.5

2026-09-29

PREAI

Liu, Yulang; Chen, Jinglong; Feng, Yong; Pan, Tongyang

Multimodal heterogeneous feature learning with modality-cross-attention for robust fault diagnosis of machines under complex conditions 基于模态交叉注意力机制的多模态异构特征学习，用于复杂工况下机器的鲁棒故障诊断

Advanced Engineering Informatics

IF9.9

2026-09-18

PREAI

Yuang Zhou; Tianci Zhang; Tongyang Pan; Jingsong Xie; Jinglong Chen

A Sample Selecting Reinforcement Learning Domain Adaptation Framework for Train Bogie Fault Diagnosis Under Data Quality Fluctuation 数据质量波动下的列车转向架故障诊断样本选择强化学习域自适应框架

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-07-20

PREAI

Yuyan Li; Xiaochi Chen; Jingsong Xie; Longting Chen; Yaozheng Zeng; Tongyang Pan

Time-frequency reconstruction discrepancy-guided domain adaptation for open-set fault diagnosis of train bogie bearing 时频重建差异引导的域自适应方法用于列车转向架轴承开放集故障诊断

ISA Transactions

IF6.5

2026-07-01

PREAI

Li, Yuyan; Xie, Jingsong; Chen, Longting; Zeng, Yaozheng; Chen, Xiaochi; Pan, Tongyang

Kansformer: Interpretable convolution Kolmogorov-Arnold transformer for few-shot fault diagnosis with slow & sharp speed domain calibration Kansformer：用于少样本故障诊断的可解释卷积柯尔莫哥洛夫-阿尔诺德转换器，具有慢速与快速速度域校准

Expert Systems with Applications

IF7.5

2026-05-02

PREAI

Yuanhong Chang; Yujian Xie; Jianfeng Zhong; Jianhua Zhong; Tongyang Pan; Jinglong Chen

An adaptive trend-seasonal conditional diffusion framework for railway monitoring data imputation 铁路监测数据插补的自适应趋势-季节性条件扩散框架

Advanced Engineering Informatics

IF9.9

2026-04-12

PREAI

Yuyan Li; Jingsong Xie; Zhisheng Ye; Xiaochi Chen; Tongyang Pan; Jiaolong Wang; Yongxing Zhao

Time Spectrum Repaint Domain-wise Diffusion model for Bearing Fault Diagnosis under Time-Varying Conditions in High-Speed Trains 时域谱重绘领域感知扩散模型：高速列车时变工况下的轴承故障诊断

ISA Transactions

IF6.5

2026-03-26

PREAI

Tongyang Pan; Sha Cao; Jingsong Xie; Buyao Yang; Tiantian Wang; Xiang Yu

Ensemble time freedom heuristic and intelligent optimization algorithm for relay satellites scheduling considering multi-type task requirements 集成时间自由度启发式方法与智能优化算法，用于考虑多类型任务需求的继电器卫星调度

Expert Systems with Applications

IF7.5

2026-03-09

PREAI

Yi Gu; Hanqing Liu; Tongyang Pan; Shengzhou Bai; Jiqing Liu; Yuwen Wu; Guohua Wu

Time & frequency domain consistency generic learning for fault diagnosis of HST bogie via self-supervised contrastive pre-training 时域与频域一致性通用学习：通过自监督对比预训练实现高速列车转向架故障诊断

Knowledge-Based Systems

IF7.6

2026-03-05

PREAI

Yuanhong Chang; Yujian Xie; Jianfeng Zhong; Jianhua Zhong; Tongyang Pan; Jingsong Xie; Jinglong Chen

Bearing degradation prediction based on local correction deep adaptive state space model 基于局部校正深度自适应状态空间模型的轴承退化预测

Nondestructive Testing and Evaluation

IF4.2

2026-03-01

PREAI

Bi, Ran; Wang, Tiantian; Xie, Jingsong; Peng, Yizhen; Pan, Tongyang; Ta, Yuntian

Physics-driven prediction method for remaining useful life of rolling bearings incorporating Paris' fatigue damage mechanism 基于Paris疲劳损伤机制的滚动轴承剩余寿命物理驱动预测方法

Engineering Applications of Artificial Intelligence

IF8

2026-02-16

PREAI

Yuntian Ta; Tiantian Wang; Jingsong Xie; Tongyang Pan; Zhijian Wang

Dual-branch attention convolutional network with adaptive loss for remaining useful life estimation

Measurement Science and Technology

IF3.4

2026-02-04

PREAI

Yuntian Ta; Jingsong Xie; Tongyang Pan; Ran Bi; Haidong Shao

Multi-mode time-domain topological energy for corrosion detection using second-harmonic lamb waves phased array imaging 基于二次谐波兰姆波相控阵成像的多模时域拓扑能量腐蚀检测

Engineering Research Express

IF1.6

2026-02-01

PREAI

Yang, Jinsong; Mo, Yefeng; Zhang, Xiaozhen; Wang, Tiantian; Xie, Jingsong; Pan, Tongyang

Dopamine enhance carbon fiber-epoxy interfacial adhesion: molecular dynamics simulation and experimental study 多巴胺增强碳纤维-环氧界面粘附：分子动力学模拟与实验研究

Applied Surface Science

IF6.9

2026-01-04

PREAI

Zhongwen Hu; Tiantian Wang; Jinsong Yang; Buzhao Niu; Chang Peng; Jingsong Xie; Tongyang Pan

A Generative Multiview Graph Contrastive Learning for Unsupervised Fault Diagnosis of Bogie Bearing 一种用于构架轴承无监督故障诊断的生成式多视图图对比学习

IEEE Sensors Journal

IF4.5

2025-12-01

PREAI

Hao Li; Tongyang Pan; Sha Cao; Jinsong Yang; Siyu Jiang; Jinyang Gong

BMTM-net: A rotating machinery fault diagnosis network based on 2D-1D fusion with bidirectional multi-granularity transformer-mamba BMTM-net：一种基于2D-1D融合与双向多粒度Transformer-Mamba的旋转机械故障诊断网络

Neurocomputing

IF6.5

2025-08-18

PREAI

E. Xia; Yirong Liu; Jinyang Gong; Xunhua Dai; Tongyang Pan; Shiyi Wang

Multi-level structural damage identification based on time domain response reconstruction and deep reinforcement learning 基于时域响应重构和深度强化学习的多级结构损伤识别

Structures

IF4.3

2025-07-24

PREAI

Jinsong Yang; Yidan Liu; Buzhao Niu; Chang Peng; Tiantian Wang; Jingsong Xie; Tongyang Pan

A pruning-aware dynamic slimmable network using meta-gradients for high-speed train bogie bearing fault diagnosis 一种基于元梯度的面向剪枝的动态可伸缩网络，用于高速列车转向架轴承故障诊断

ISA TRANSACTIONS

IF6.5

2025-05-01

PREAI

Xie, Jingsong; Cao, Sha; Pan, Tongyang; Wang, Tiantian; Yang, Jinsong; Chen, Jinglong

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 基于软参数共享的长短时特征提取网络，用于长尾分布下高速列车转向架多目标故障诊断

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2025-04-01

PREAI

Liu, Yijin; Chen, Jinglong; Pan, Tongyang; Xie, Jingsong

A batch-adapted cost-sensitive contrastive feature learning network for industrial diagnosis with extremely imbalanced data

MEASUREMENT

IF5.6

2025-02-01

PREAI

Liu, Yijin; Li, Zipeng; Chen, Jinglong; Zhang, Tianci; Pan, Tongyang; He, Shuilong

研究方向