Liuyang Song
Orcid: 0000-0003-4297-1668
According to our database1,
Liuyang Song
authored at least 24 papers
between 2011 and 2025.
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Bibliography
2025
Representations aligned counterfactual domain learning for open-set fault diagnosis under speed transient conditions.
Knowl. Based Syst., 2025
2024
Remaining Useful Life Prediction Method Based on the Spatiotemporal Graph and GCN Nested Parallel Route Model.
IEEE Trans. Instrum. Meas., 2024
IEEE Trans. Instrum. Meas., 2024
Advancing RUL prediction in mechanical systems: A hybrid deep learning approach utilizing non-full lifecycle data.
Adv. Eng. Informatics, 2024
2023
Cross-Domain Open Set Fault Diagnosis Based on Weighted Domain Adaptation with Double Classifiers.
Sensors, February, 2023
Multi-Parameter Maximum Corrosion Depth Prediction Model for Buried Pipelines Based on GSCV-XGBoost.
IEEE Access, 2023
2022
Multitask Learning-Based Self-Attention Encoding Atrous Convolutional Neural Network for Remaining Useful Life Prediction.
IEEE Trans. Instrum. Meas., 2022
2021
A High-Stability Diagnosis Model Based on a Multiscale Feature Fusion Convolutional Neural Network.
IEEE Trans. Instrum. Meas., 2021
2020
A Novel Weighted Sparse Representation Classification Strategy Based on Dictionary Learning for Rotating Machinery.
IEEE Trans. Instrum. Meas., 2020
An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network.
IEEE Trans. Instrum. Meas., 2020
2019
Automatic Fault Detection and Isolation Method for Roller Bearing Using Hybrid-GA and Sequential Fuzzy Inference.
Sensors, 2019
A Novel Signal Separation Method Based on Improved Sparse Non-Negative Matrix Factorization.
Entropy, 2019
A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals.
Comput. Ind., 2019
A Novel Feature Enhancement Method Based on Improved Constraint Model of Online Dictionary Learning.
IEEE Access, 2019
Underdetermined Source Separation of Bearing Faults Based on Optimized Intrinsic Characteristic-Scale Decomposition and Local Non-Negative Matrix Factorization.
IEEE Access, 2019
2018
Vibration-Based Intelligent Fault Diagnosis for Roller Bearings in Low-Speed Rotating Machinery.
IEEE Trans. Instrum. Meas., 2018
Step-by-Step Fuzzy Diagnosis Method for Equipment Based on Symptom Extraction and Trivalent Logic Fuzzy Diagnosis Theory.
IEEE Trans. Fuzzy Syst., 2018
A Sparsity-Promoted Method Based on Majorization-Minimization for Weak Fault Feature Enhancement.
Sensors, 2018
An Effective Singular Value Selection and Bearing Fault Signal Filtering Diagnosis Method Based on False Nearest Neighbors and Statistical Information Criteria.
Sensors, 2018
2017
Sensors, 2017
2016
Intelligent Condition Diagnosis Method for Rotating Machinery Based on Probability Density and Discriminant Analyses.
IEEE Signal Process. Lett., 2016
Sensors, 2016
2013
Automatic diagnosis method for structural fault of rotating machinery based on distinctive frequency components and support vector machines under varied operating conditions.
Neurocomputing, 2013
2011
Structural Fault Diagnosis of Rotating Machinery Based on Distinctive Frequency Components and Support Vector Machines.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011