Liuyang Song

Beijing University of Chemical Technology

H指数:25

被引数:2,601

个人简介

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Sparse Impulse Feature Learning for Bearing Fault Extraction

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-07-170

PRE

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

Engineering Applications of Artificial Intelligence

IF8

2026-05-210

PRE

DADM-PCML: a cross-domain bearing fault diagnosis approach for extremely limited data scenarios

DADM-PCML：一种面向极少量数据场景的跨域轴承故障诊断方法

Measurement Science and Technology

IF3.4

2026-03-300

PRE

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

Mechanical Systems and Signal Processing

IF8.9

2026-02-270

PRE

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

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-02-130

PRE

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

Journal of Vibration and Control

IF2.4

2026-01-010

PRE

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

MEASUREMENT SCIENCE AND TECHNOLOGY

IF3.4

2025-05-210

PRE

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

MEASUREMENT

IF5.6

2025-02-010

PRE

GALMOR: Memory-Constrained Continual Learning With Efficient Replay for Fault Diagnosis of Rotating Machinery

GALMOR：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

IEEE Transactions on Instrumentation and Measurement

IF5.9

2025-01-010

PRE

Advancing RUL prediction in mechanical systems: A hybrid deep learning approach utilizing non-full lifecycle data

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-08-017

PRE

A Transferability-Enhanced and Structural Information Mining Network for Cross-Domain Fault Diagnosis

IEEE SENSORS JOURNAL

IF4.5

2024-07-011

PRE

A Semisupervised GCN Framework for Transfer Diagnosis Crossing Different Machines

跨机器转移诊断的半监督GCN框架

IEEE SENSORS JOURNAL

IF4.5

2024-03-158

PRE

Remaining Useful Life Prediction Method Based on the Spatiotemporal Graph and GCN Nested Parallel Route Model

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-0116

PRE

Improved Shift-Invariant Sparse Parsing of Mechanical Fault Based on Feature Atom

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2024-01-0111

PRE

Multistate fault diagnosis strategy for bearings based on an improved convolutional sparse coding with priori periodic filter group

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2023-04-0129

PRE

Cross-Domain Open Set Fault Diagnosis Based on Weighted Domain Adaptation with Double Classifiers

SENSORS

IF3.5

2023-02-145

OAAI

The Harmogram: A periodic impulses detection method and its application in bearing fault diagnosis

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2022-02-0175

PRE

A novel prediction network for remaining useful life of rotating machinery

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

IF3.1

2022-01-1928

PRE

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

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

IF5.9

2022-01-0122

PRE

A recursive sparse representation strategy for bearing fault diagnosis

MEASUREMENT

IF5.6

2022-01-0149

PRE

Liuyang Song

个人简介

教育背景

工作经历

荣誉奖项

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