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Liuyang Song

beijing university of chemical technology

25H指数
117论文数
2.6K被引数
收录论文 45
发表时间
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Sparse Impulse Feature Learning for Bearing Fault Extraction
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-07-17
err0
PREAI
errWei Lu; Changkun Han; Li Qiu; Jingjing Yan; Liuyang Song; Huaqing Wang
err分享
err收藏
A domain generalization fault diagnosis method based on matching optimization and causal disentanglement基于匹配优化和因果解耦的领域泛化故障诊断方法
errEngineering Applications of Artificial Intelligence
IF8
err2026-05-21
err0
PREAI
errLiuyang Song; Zesheng Lin; Xingchi Lu; Mingzhe Zhang; Huaqing Wang
err分享
err收藏
DADM-PCML: a cross-domain bearing fault diagnosis approach for extremely limited data scenariosDADM-PCML：一种面向极少量数据场景的跨域轴承故障诊断方法
errMeasurement Science and Technology
IF3.4
err2026-03-30
err0
PREAI
errHuaqing Wang; Tianliang Zhao; Xingchi Lu; Wenbin Liu; Liuyang Song
err分享
err收藏
Maximum prediction discrepancy domain adaptation network for rolling bearing RUL prediction under multiple cross-domain scenarios多跨域场景下滚动轴承RUL预测的最大预测差异域适应网络
errMechanical Systems and Signal Processing
IF8.9
err2026-02-27
err0
PREAI
errXingchi Lu; Liuyang Song; Changkun Han; Quansheng Jiang; Weiyang Xu; Huaqing Wang
err分享
err收藏
An Adaptive Feature Enhancement Method Based on Optimized Spectrum Period Estimation and Sparse Bayesian for Bearing Fault Identification一种基于优化谱周期估计和稀疏贝叶斯的轴承故障识别自适应特征增强方法
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-02-13
err0
PREAI
errHuaqing Wang; Jingjing Yan; Wei Lu; Changkun Han; Liuyang Song
err分享
err收藏
A multi-task prediction network with dynamic convolution and self-supervised contrastive learning in mechanical remaining useful life prediction机械剩余使用寿命预测中的多任务预测网络，结合动态卷积和自监督对比学习
errJournal of Vibration and Control
IF2.4
err2026-01-01
err0
PREAI
errSong, Liuyang; Zheng, Chuanhao; Lu, Xingchi; Liu, Jiachen; Wang, Huaqing
err分享
err收藏
A generalization enhanced spatial-time-global competitive network for remaining useful life prediction一种增强型时空-全局竞争网络用于剩余使用寿命预测
errMEASUREMENT SCIENCE AND TECHNOLOGY
IF3.4
err2025-05-21
err0
PREAI
errSong, Liuyang; Zhao, Shengkai; Zheng, Chuanhao; Liu, Jiachen; Lin, Tianjiao
err分享
err收藏
A rotating machinery feature enhancement method based on improved symplectic geometry mode component sparsity基于改进辛几何模态分量稀疏性的旋转机械特征增强方法
errMEASUREMENT
IF5.6
err2025-02-01
err0
PREAI
errWang, Huaqing; Yan, Jingjing; Lu, Wei; Li, Junlin; Song, Liuyang; Han, Changkun
err分享
err收藏
GALMOR: Memory-Constrained Continual Learning With Efficient Replay for Fault Diagnosis of Rotating MachineryGALMOR：面向旋转机械故障诊断的内存受限持续学习与高效回放方法
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2025-01-01
err0
PREAI
errHuaqing Wang; Jiahui Li; Tianjiao Lin; Xingchi Lu; Liuyang Song
err分享
err收藏
Advancing RUL prediction in mechanical systems: A hybrid deep learning approach utilizing non-full lifecycle data
errADVANCED ENGINEERING INFORMATICS
IF9.9
err2024-08-01
err7
PREAI
errLin, Tianjiao; Song, Liuyang; Cui, Lingli; Wang, Huaqing
err分享
err收藏
A Transferability-Enhanced and Structural Information Mining Network for Cross-Domain Fault Diagnosis
errIEEE SENSORS JOURNAL
IF4.5
err2024-07-01
err1
PREAI
errWang, Huaqing; Zhang, Shikuan; Hao, Pengyuan; Wu, Na; Han, Changkun; Song, Liuyang
err分享
err收藏
A Semisupervised GCN Framework for Transfer Diagnosis Crossing Different Machines跨机器转移诊断的半监督GCN框架
errIEEE SENSORS JOURNAL
IF4.5
err2024-03-15
err8
PREAI
errSong, Liuyang; Hao, Pengyuan; Zhang, Shikuan; Han, Changkun; Wang, Huaqing
err分享
err收藏
Remaining Useful Life Prediction Method Based on the Spatiotemporal Graph and GCN Nested Parallel Route Model
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err16
PREAI
errSong, Liuyang; Jin, Ye; Lin, Tianjiao; Zhao, Shengkai; Wei, Zhicheng; Wang, Huaqing
err分享
err收藏
Improved Shift-Invariant Sparse Parsing of Mechanical Fault Based on Feature Atom
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err11
PREAI
errHan, Changkun; Lu, Wei; Cui, Lingli; Song, Liuyang; Wang, Huaqing
err分享
err收藏
Multistate fault diagnosis strategy for bearings based on an improved convolutional sparse coding with priori periodic filter group
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-04-01
err29
PREAI
errHan, Changkun; Lu, Wei; Wang, Huaqing; Song, Liuyang; Cui, Lingli
err分享
err收藏
Cross-Domain Open Set Fault Diagnosis Based on Weighted Domain Adaptation with Double Classifiers
errSENSORS
IF3.5
err2023-02-14
err5
errOAAI
errWang, Huaqing; Xu, Zhitao; Tong, Xingwei; Song, Liuyang
err分享
err收藏
The Harmogram: A periodic impulses detection method and its application in bearing fault diagnosis
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-02-01
err75
PREAI
errZhang, Kun; Chen, Peng; Yang, Miaorui; Song, Liuyang; Xu, Yonggang
err分享
err收藏
A novel prediction network for remaining useful life of rotating machinery
errINTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
IF3.1
err2022-01-19
err28
PREAI
errLin, Tianjiao; Wang, Huaqing; Guo, Xudong; Wang, Pengxin; Song, Liuyang
err分享
err收藏
Multitask Learning-Based Self-Attention Encoding Atrous Convolutional Neural Network for Remaining Useful Life Prediction基于多任务学习自注意编码的卷积神经网络剩余寿命预测
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2022-01-01
err22
PREAI
errWang, Huaqing; Lin, Tianjiao; Cui, Lingli; Ma, Bo; Dong, Zuoyi; Song, Liuyang
err分享
err收藏
A recursive sparse representation strategy for bearing fault diagnosis
errMEASUREMENT
IF5.6
err2022-01-01
err49
PREAI
errHan, Changkun; Lu, Wei; Wang, Pengxin; Song, Liuyang; Wang, Huaqing
err分享
err收藏

研究方向

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合作学者
合作期刊
W
Wei Lü
H 指数: 59 · 论文数: 246
H
Huaqing Wang
H 指数: 44 · 论文数: 343
崔
崔玲丽 (Lingli Cui)
H 指数: 43 · 论文数: 200
Y
Yonggang Xu
H 指数: 40 · 论文数: 287
M
Masaru Tomita
H 指数: 33 · 论文数: 304
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