Liuyang Song

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 21

Top Topics

Dictionary Learning

Matrix Factorization

Convolutional Neural Network

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Signal Process. Lett.

Publications

Liuyang Song, Ye Jin, Tianjiao Lin, Shengkai Zhao, Zhicheng Wei, Huaqing Wang
Remaining Useful Life Prediction Method Based on the Spatiotemporal Graph and GCN Nested Parallel Route Model. IEEE Trans. Instrum. Meas. 73 (2024)
Tianjiao Lin, Liuyang Song, Lingli Cui, Huaqing Wang
Advancing RUL prediction in mechanical systems: A hybrid deep learning approach utilizing non-full lifecycle data. Adv. Eng. Informatics 61 (2024)
Changkun Han, Wei Lu, Lingli Cui, Liuyang Song, Huaqing Wang
Improved Shift-Invariant Sparse Parsing of Mechanical Fault Based on Feature Atom. IEEE Trans. Instrum. Meas. 73 (2024)
Niannian Wang, Liuyang Song, Hongyuan Fang, Bin Li, Fuming Wang
Multi-Parameter Maximum Corrosion Depth Prediction Model for Buried Pipelines Based on GSCV-XGBoost. IEEE Access 11 (2023)
Huaqing Wang, Zhitao Xu, Xingwei Tong, Liuyang Song
Cross-Domain Open Set Fault Diagnosis Based on Weighted Domain Adaptation with Double Classifiers. Sensors 23 (4) (2023)
Huaqing Wang, Tianjiao Lin, Lingli Cui, Bo Ma, Zuoyi Dong, Liuyang Song
Multitask Learning-Based Self-Attention Encoding Atrous Convolutional Neural Network for Remaining Useful Life Prediction. IEEE Trans. Instrum. Meas. 71 (2022)
Pengxin Wang, Liuyang Song, Xudong Guo, Huaqing Wang, Lingli Cui
A High-Stability Diagnosis Model Based on a Multiscale Feature Fusion Convolutional Neural Network. IEEE Trans. Instrum. Meas. 70 (2021)
Huaqing Wang, Bangyue Ren, Liuyang Song, Lingli Cui
A Novel Weighted Sparse Representation Classification Strategy Based on Dictionary Learning for Rotating Machinery. IEEE Trans. Instrum. Meas. 69 (3) (2020)
Huaqing Wang, Shi Li, Liuyang Song, Lingli Cui, Pengxin Wang
An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network. IEEE Trans. Instrum. Meas. 69 (6) (2020)
Yusuke Kobayashi, Liuyang Song, Masaru Tomita, Peng Chen
Automatic Fault Detection and Isolation Method for Roller Bearing Using Hybrid-GA and Sequential Fuzzy Inference. Sensors 19 (16) (2019)
Huaqing Wang, Shi Li, Liuyang Song, Lingli Cui
A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals. Comput. Ind. 105 (2019)
Huaqing Wang, Pengxin Wang, Liuyang Song, Bangyue Ren, Lingli Cui
A Novel Feature Enhancement Method Based on Improved Constraint Model of Online Dictionary Learning. IEEE Access 7 (2019)
Yansong Hao, Liuyang Song, Mengyang Wang, Lingli Cui, Huaqing Wang
Underdetermined Source Separation of Bearing Faults Based on Optimized Intrinsic Characteristic-Scale Decomposition and Local Non-Negative Matrix Factorization. IEEE Access 7 (2019)
Huaqing Wang, Mengyang Wang, Junlin Li, Liuyang Song, Yansong Hao
A Novel Signal Separation Method Based on Improved Sparse Non-Negative Matrix Factorization. Entropy 21 (5) (2019)
Liuyang Song, Huaqing Wang, Peng Chen
Vibration-Based Intelligent Fault Diagnosis for Roller Bearings in Low-Speed Rotating Machinery. IEEE Trans. Instrum. Meas. 67 (8) (2018)
Liuyang Song, Huaqing Wang, Peng Chen
Step-by-Step Fuzzy Diagnosis Method for Equipment Based on Symptom Extraction and Trivalent Logic Fuzzy Diagnosis Theory. IEEE Trans. Fuzzy Syst. 26 (6) (2018)
Zhiqiang Liao, Liuyang Song, Peng Chen, Zhaoyi Guan, Ziye Fang, Ke Li
An Effective Singular Value Selection and Bearing Fault Signal Filtering Diagnosis Method Based on False Nearest Neighbors and Statistical Information Criteria. Sensors 18 (7) (2018)
Bangyue Ren, Yansong Hao, Huaqing Wang, Liuyang Song, Gang Tang, Hongfang Yuan
A Sparsity-Promoted Method Based on Majorization-Minimization for Weak Fault Feature Enhancement. Sensors 18 (4) (2018)
Yansong Hao, Liuyang Song, Yanliang Ke, Huaqing Wang, Peng Chen
Diagnosis of Compound Fault Using Sparsity Promoted-Based Sparse Component Analysis. Sensors 17 (6) (2017)
Liuyang Song, Peng Chen, Huaqing Wang, Miki Kato
Intelligent Condition Diagnosis Method for Rotating Machinery Based on Probability Density and Discriminant Analyses. IEEE Signal Process. Lett. 23 (8) (2016)
Huaqing Wang, Yanliang Ke, Liuyang Song, Gang Tang, Peng Chen
A Sparsity-Promoted Decomposition for Compressed Fault Diagnosis of Roller Bearings. Sensors 16 (9) (2016)
Hongtao Xue, Huaqing Wang, Peng Chen, Ke Li, Liuyang Song
Automatic diagnosis method for structural fault of rotating machinery based on distinctive frequency components and support vector machines under varied operating conditions. Neurocomputing 116 (2013)
Hongtao Xue, Huaqing Wang, Liuyang Song, Peng Chen
Structural Fault Diagnosis of Rotating Machinery Based on Distinctive Frequency Components and Support Vector Machines. ICIC (2) (2011)