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2020 – today
- 2024
[j22]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: 102524 (2024)- [j21]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: 1-12 (2024) - [j20]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: 1-12 (2024) - 2023
- [j19]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: 116452-116471 (2023) - [j18]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): 2137 (2023) - 2022
- [j17]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: 1-8 (2022) - 2021
- [j16]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: 1-9 (2021) - 2020
- [j15]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): 712-720 (2020) - [j14]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): 2648-2657 (2020)
2010 – 2019
- 2019
- [j13]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: 11427-11435 (2019) - [j12]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: 17599-17607 (2019) - [j11]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: 182-190 (2019) - [j10]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): 445 (2019) - [j9]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): 3553 (2019) - 2018
- [j8]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): 1003 (2018) - [j7]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): 2235 (2018) - [j6]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): 3467-3478 (2018) - [j5]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): 1887-1899 (2018) - 2017
- [j4]Yansong Hao, Liuyang Song, Yanliang Ke, Huaqing Wang, Peng Chen:
Diagnosis of Compound Fault Using Sparsity Promoted-Based Sparse Component Analysis. Sensors 17(6): 1307 (2017) - 2016
- [j3]Huaqing Wang, Yanliang Ke, Liuyang Song, Gang Tang, Peng Chen:
A Sparsity-Promoted Decomposition for Compressed Fault Diagnosis of Roller Bearings. Sensors 16(9): 1524 (2016) - [j2]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): 1111-1115 (2016) - 2013
- [j1]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: 326-335 (2013) - 2011
- [c1]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: 341-348
Coauthor Index
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