Liuyang Song

28 papers Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Average Corrosion Rate Prediction Model for Buried Oil and Gas Pipelines Based on SSA-LightGBM.
IEEE Access
Weigang Fu, Haitao Wang, Kuankuan Zhang, Xia Wang, Kunlun Chen, Chunmei Sun, Zhengwei Wang, Liuyang Song, Niannian Wang
2025 J jnl
Continual learning for unknown domain fault diagnosis in rotating machinery via Diffusion-Integrated Dynamic Mixture Experts.
Eng. Appl. Artif. Intell.
Tianjiao Lin, Liuyang Song, Lingli Cui, Huaqing Wang
2025 J jnl
Representations aligned counterfactual domain learning for open-set fault diagnosis under speed transient conditions.
Knowl. Based Syst.
Shen Liu, Jinglong Chen, Zhen Shi, Liuyang Song, Shuilong He
2025 J jnl
Semi-Supervised Contrastive Domain Adaptation Network for Fault Diagnosis of Rotating Machinery Under Cross-Working Conditions.
IEEE Internet Things J.
Xingchi Lu, Liuyang Song, Changkun Han, Quansheng Jiang, Weiyang Xu, Huaqing Wang
2025 J jnl
Task-adaptive unbiased regularization meta-learning for few-shot cross-domain fault diagnosis.
Eng. Appl. Artif. Intell.
Huaqing Wang, Dongrui Lv, Tianjiao Lin, Changkun Han, Liuyang Song
2024 J jnl
Advancing RUL prediction in mechanical systems: A hybrid deep learning approach utilizing non-full lifecycle data.
Adv. Eng. Informatics
Tianjiao Lin, Liuyang Song, Lingli Cui, Huaqing Wang
2024 J jnl
Improved Shift-Invariant Sparse Parsing of Mechanical Fault Based on Feature Atom.
IEEE Trans. Instrum. Meas.
Changkun Han, Wei Lu, Lingli Cui, Liuyang Song, Huaqing Wang
2024 J jnl
Remaining Useful Life Prediction Method Based on the Spatiotemporal Graph and GCN Nested Parallel Route Model.
IEEE Trans. Instrum. Meas.
Liuyang Song, Ye Jin, Tianjiao Lin, Shengkai Zhao, Zhicheng Wei, Huaqing Wang
2023 J jnl
Cross-Domain Open Set Fault Diagnosis Based on Weighted Domain Adaptation with Double Classifiers.
Sensors
Huaqing Wang, Zhitao Xu, Xingwei Tong, Liuyang Song
2023 J jnl
Multi-Parameter Maximum Corrosion Depth Prediction Model for Buried Pipelines Based on GSCV-XGBoost.
IEEE Access
Niannian Wang, Liuyang Song, Hongyuan Fang, Bin Li, Fuming Wang
2022 J jnl
Multitask Learning-Based Self-Attention Encoding Atrous Convolutional Neural Network for Remaining Useful Life Prediction.
IEEE Trans. Instrum. Meas.
Huaqing Wang, Tianjiao Lin, Lingli Cui, Bo Ma, Zuoyi Dong, Liuyang Song
2021 J jnl
A High-Stability Diagnosis Model Based on a Multiscale Feature Fusion Convolutional Neural Network.
IEEE Trans. Instrum. Meas.
Pengxin Wang, Liuyang Song, Xudong Guo, Huaqing Wang, Lingli Cui
2020 J jnl
A Novel Weighted Sparse Representation Classification Strategy Based on Dictionary Learning for Rotating Machinery.
IEEE Trans. Instrum. Meas.
Huaqing Wang, Bangyue Ren, Liuyang Song, Lingli Cui
2020 J jnl
An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network.
IEEE Trans. Instrum. Meas.
Huaqing Wang, Shi Li, Liuyang Song, Lingli Cui, Pengxin Wang
2019 J jnl
A Novel Feature Enhancement Method Based on Improved Constraint Model of Online Dictionary Learning.
IEEE Access
Huaqing Wang, Pengxin Wang, Liuyang Song, Bangyue Ren, Lingli Cui
2019 J jnl
A Novel Signal Separation Method Based on Improved Sparse Non-Negative Matrix Factorization.
Entropy
Huaqing Wang, Mengyang Wang, Junlin Li, Liuyang Song, Yansong Hao
2019 J jnl
A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals.
Comput. Ind.
Huaqing Wang, Shi Li, Liuyang Song, Lingli Cui
2019 J jnl
Automatic Fault Detection and Isolation Method for Roller Bearing Using Hybrid-GA and Sequential Fuzzy Inference.
Sensors
Yusuke Kobayashi, Liuyang Song, Masaru Tomita, Peng Chen
2019 J jnl
Underdetermined Source Separation of Bearing Faults Based on Optimized Intrinsic Characteristic-Scale Decomposition and Local Non-Negative Matrix Factorization.
IEEE Access
Yansong Hao, Liuyang Song, Mengyang Wang, Lingli Cui, Huaqing Wang
2018 J jnl
A Sparsity-Promoted Method Based on Majorization-Minimization for Weak Fault Feature Enhancement.
Sensors
Bangyue Ren, Yansong Hao, Huaqing Wang, Liuyang Song, Gang Tang, Hongfang Yuan
2018 J jnl
An Effective Singular Value Selection and Bearing Fault Signal Filtering Diagnosis Method Based on False Nearest Neighbors and Statistical Information Criteria.
Sensors
Zhiqiang Liao, Liuyang Song, Peng Chen, Zhaoyi Guan, Ziye Fang, Ke Li
2018 J jnl
Step-by-Step Fuzzy Diagnosis Method for Equipment Based on Symptom Extraction and Trivalent Logic Fuzzy Diagnosis Theory.
IEEE Trans. Fuzzy Syst.
Liuyang Song, Huaqing Wang, Peng Chen
2018 J jnl
Vibration-Based Intelligent Fault Diagnosis for Roller Bearings in Low-Speed Rotating Machinery.
IEEE Trans. Instrum. Meas.
Liuyang Song, Huaqing Wang, Peng Chen
2017 J jnl
Diagnosis of Compound Fault Using Sparsity Promoted-Based Sparse Component Analysis.
Sensors
Yansong Hao, Liuyang Song, Yanliang Ke, Huaqing Wang, Peng Chen
2016 J jnl
A Sparsity-Promoted Decomposition for Compressed Fault Diagnosis of Roller Bearings.
Sensors
Huaqing Wang, Yanliang Ke, Liuyang Song, Gang Tang, Peng Chen
2016 J jnl
Intelligent Condition Diagnosis Method for Rotating Machinery Based on Probability Density and Discriminant Analyses.
IEEE Signal Process. Lett.
Liuyang Song, Peng Chen, Huaqing Wang, Miki Kato
2013 J jnl
Automatic diagnosis method for structural fault of rotating machinery based on distinctive frequency components and support vector machines under varied operating conditions.
Neurocomputing
Hongtao Xue, Huaqing Wang, Peng Chen, Ke Li, Liuyang Song
2011 — conf
Structural Fault Diagnosis of Rotating Machinery Based on Distinctive Frequency Components and Support Vector Machines.
ICIC (2)
Hongtao Xue, Huaqing Wang, Liuyang Song, Peng Chen