Chenyu Liu - Publications, H-index & Citations

刘

刘晨宇 (Chenyu Liu)

northwestern polytechnical university

12H指数

52论文数

731被引数

收录论文 10

发表时间

Multihead Self-Attention Incremental Network for Rotating Machinery Fault Diagnosis Across Nonstationary Operating Conditions 多头自注意力增量网络：非平稳运行工况下的旋转机械故障诊断

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-03-16

PREAI

Hao Zhang; Shunuan Liu; Bin Luo; Hui Cheng; Kaifu Zhang; Yuan Li; Chenyu Liu

Special issue: advancements in pattern recognition and machine learning for predictive maintenance in industry applications 特刊: 工业应用中预测性维护的模式识别和机器学习的进步

Measurement Science and Technology

IF3.4

2026-01-20

PREAI

Zhuyun Chen; Fei Jiang; Yun Kong; Chenyu Liu; Haidong Shao

Mechanical fault diagnosis method based on binary neural network with adaptive depth-to-width ratio 基于二进制神经网络的自适应深度-宽度比机械故障诊断方法

MEASUREMENT SCIENCE AND TECHNOLOGY

IF3.4

2025-02-27

PREAI

Liu, Chenyu; Li, Zhe

Fault diagnosis method based on multimodal-deep tensor projection network under variable working conditions 基于多模态-深度张量投影网络的变工况故障诊断方法

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2025-02-01

PREAI

Li, Zhinong; Liu, Chenyu; Huang, Wenjing

Anomaly detection and multi-step estimation based remaining useful life prediction for rolling element bearings

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2024-01-01

PREAI

Qi, Junyu; Zhu, Rui; Liu, Chenyu; Mauricio, Alexandre; Gryllias, Konstantinos

Simulation-Driven Domain Adaptation for Rolling Element Bearing Fault Diagnosis

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2022-09-01

PREAI

Liu, Chenyu; Gryllias, Konstantinos

Vibration-based gear continuous generating grinding fault classification and interpretation with deep convolutional neural network

JOURNAL OF MANUFACTURING PROCESSES

IF6.8

2022-07-01

PREAI

Liu, Chenyu; Meerten, Yannick; Declercq, Katrien; Gryllias, Konstantinos

Machine learning in building energy management: A critical review and future directions

FRONTIERS OF ENGINEERING MANAGEMENT

IF7.7

2022-01-12

PREAI

Shi, Qian; Liu, Chenyu; Xiao, Chao

Fault diagnosis of flywheel bearing based on parameter optimization variational mode decomposition energy entropy and deep learning 基于参数优化变分模态分解能量熵和深度学习的飞轮轴承故障诊断

ENERGY

IF9.4

2022-01-01

117

PREAI

He, Deqiang; Liu, Chenyu; Jin, Zhenzhen; Ma, Rui; Chen, Yanjun; Shan, Sheng

A semi-supervised Support Vector Data Description-based fault detection method for rolling element bearings based on cyclic spectral analysis 基于循环谱分析的半监督支持向量数据描述滚动轴承故障检测方法

MECHANICAL SYSTEMS AND SIGNAL PROCESSING

IF8.9

2020-06-01

OAAI

Liu, Chenyu; Gryllias, Konstantinos

研究方向

【1】旋转机械智能故障诊断旋转机械智能故障诊断深度迁移学习增量学习动态诊断框架跨学科技术可解释人工智能智能诊断系统装备状态监测【2】工业大模型建模与微调工业大模型构建方法工业预训练基座模型故障诊断领域自适应微调技术大模型轻量化部署技术工业设备全生命周期健康管理

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