Liuyang Song

发表

A Sparsity-Promoted Method Based on Majorization-Minimization for Weak Fault Feature Enhancement

Huaqing Wang, Gang Tang, Hongfang Yuan, 2018, Sensors.

Compound Faults Diagnosis Method Based on Adaptive GST-NMF for Rolling Bearing

Lingli Cui, Huaqing Wang, Liuyang Song, 2019, 2019 Prognostics and System Health Management Conference (PHM-Qingdao).

An Automatic Filtering Method Based on an Improved Genetic Algorithm—With Application to Rolling Bearing Fault Signal Extraction

Peng Chen, Liuyang Song, Shilun Zuo, 2017, IEEE Sensors Journal.

Study on Plant Inspection and Diagnosis Robot: -Serching Method for the Faulty Sound Based on Fuzzy Control-@@@－ファジィ制御による異常音源探索法－

Liuyang Song, Zhiqiang Liao, Takuya Nishimura, 2016 .

Vibration-Based Intelligent Fault Diagnosis for Roller Bearings in Low-Speed Rotating Machinery

Peng Chen, Huaqing Wang, Liuyang Song, 2018, IEEE Transactions on Instrumentation and Measurement.

Automatic Diagnosis Method for Rolling Bearing Using Measured Signal from Distant Points

Peng Chen, Liuyang Song, Yusuke Kobayashi, 2018, 2018 12th France-Japan and 10th Europe-Asia Congress on Mechatronics.

A Novel Signal Separation Method Based on Improved Sparse Non-Negative Matrix Factorization

Huaqing Wang, Junlin Li, Yansong Hao, 2019, Entropy.

A Sparsity-Promoted Decomposition for Compressed Fault Diagnosis of Roller Bearings

Huaqing Wang, Peng Chen, Gang Tang, 2016, Sensors.

Inspection and Diagnosis Robot for Plant Equipment — Fault Equipment Search Method by Sound and Fuzzy Control—

Peng Chen, Liuyang Song, Takumi Takahashi, 2018, 2018 12th France-Japan and 10th Europe-Asia Congress on Mechatronics.

A Novel Weighted Sparse Representation Classification Strategy Based on Dictionary Learning for Rotating Machinery

Lingli Cui, Bangyue Ren, Liuyang Song, 2020, IEEE Transactions on Instrumentation and Measurement.

A Novel Feature Enhancement Method Based on Improved Constraint Model of Online Dictionary Learning

Huaqing Wang, Lingli Cui, Bangyue Ren, 2019, IEEE Access.

Feature extraction method for roller bearing based on Dempster-Shafer evidence

Huaqing Wang, Xin Xie, Yansong Hao, 2017, 2017 9th International Conference on Modelling, Identification and Control (ICMIC).

A multi-faults separation method based on improved sparse component analysis

Huaqing Wang, Yansong Hao, Liuyang Song, 2017, 2017 Prognostics and System Health Management Conference (PHM-Harbin).

Underdetermined Source Separation of Bearing Faults Based on Optimized Intrinsic Characteristic-Scale Decomposition and Local Non-Negative Matrix Factorization

Huaqing Wang, Lingli Cui, Yansong Hao, 2019, IEEE Access.

Fault diagnosis method based on minimum entropy deconvolution and fruit fly optimization algorithm

Huaqing Wang, Peng Chen, Gang Tang, 2016, 2016 10th International Conference on Sensing Technology (ICST).

An Effective Singular Value Selection and Bearing Fault Signal Filtering Diagnosis Method Based on False Nearest Neighbors and Statistical Information Criteria

Peng Chen, Ke Li, Liuyang Song, 2018, Sensors.

Fault feature enhancement for roller bearing using a sparsity-promoted method

Huaqing Wang, Bangyue Ren, Liuyang Song, 2017, 2017 Prognostics and System Health Management Conference (PHM-Harbin).

Intelligent Diagnosis method for Multi-flaws of Roller Bearing by Time-Frequency Waveform Distribution and Extreme Learning Machine

Huaqing Wang, Peng Chen, Liuyang Song, 2018 .

A New Method for Weak Fault Feature Extraction Based on Improved MED

Huaqing Wang, Junlin Li, Jian Feng Yang, 2018 .

Simulation Research on the Time-Varying Meshing Stiffness and Vibration Response of Micro-Cracks in Gears under Variable Tooth Shape Parameters

Jianfeng Ma, Liuyang Song, Chunqing Zha, 2019, Applied Sciences.

A novel feature extraction method for roller bearing using sparse decomposition based on self-Adaptive complete dictionary

Lingli Cui, Huaqing Wang, Junlin Li, 2019 .

A novel sparse feature extraction method based on sparse signal via dual-channel self-adaptive TQWT

Huaqing Wang, Liuyang Song, Junlin Li, 2020, Chinese Journal of Aeronautics.

Automatic Fault Detection and Isolation Method for Roller Bearing Using Hybrid-GA and Sequential Fuzzy Inference †

Liuyang Song, Yusuke Kobayashi, Peng Chen, 2019, Sensors.

Theoretical Elucidation of Pass Frequency for Multi-flaws in a Roller Bearing and Precise Diagnosis Method Using Decision Tree and Support Vector Machine

Peng Chen, Liuyang Song, Yuto Mizushima, 2018 .

101 Intelligent Diagnosis Method using GA statistics filtering and cluster analysis : Application on fault diagnosis of roller bearing

Huaqing Wang, Liuyang Song, Ho Jinyama, 2014 .

A novel convolutional neural network based fault recognition method via image fusion of multi-vibration-signals

Shi Li, Huaqing Wang, Lingli Cui, 2019, Comput. Ind..

An adaptive data fusion strategy for fault diagnosis based on the convolutional neural network

Lingli Cui, Huaqing Wang, Liuyang Song, 2020 .

Step-by-Step Fuzzy Diagnosis Method for Equipment Based on Symptom Extraction and Trivalent Logic Fuzzy Diagnosis Theory

Peng Chen, Huaqing Wang, Liuyang Song, 2018, IEEE Transactions on Fuzzy Systems.

Structural Fault Diagnosis of Rotating Machinery Based on Distinctive Frequency Components and Support Vector Machines

Huaqing Wang, Peng Chen, Liuyang Song, 2011, ICIC.

Diagnosis of Compound Fault Using Sparsity Promoted-Based Sparse Component Analysis

Huaqing Wang, Peng Chen, Yansong Hao, 2017, Sensors.

Intelligent Control Method and Self-position-azimuth Correction Method for Autonomous Vehicle

Peng Chen, Liuyang Song, Takuya Nishimura, 2015 .

An Enhanced Intelligent Diagnosis Method Based on Multi-Sensor Image Fusion via Improved Deep Learning Network

Lingli Cui, Huaqing Wang, Liuyang Song, 2020, IEEE Transactions on Instrumentation and Measurement.

Intelligent Condition Diagnosis Method for Rotating Machinery Based on Probability Density and Discriminant Analyses

Huaqing Wang, Peng Chen, Liuyang Song, 2016, IEEE Signal Processing Letters.

Intelligent diagnosis method using probability density distribution and principal component analysis — Application on gear rotating machinery

Huaqing Wang, Peng Chen, Liuyang Song, 2016, 2016 International Symposium on Flexible Automation (ISFA).

Automatic diagnosis method for structural fault of rotating machinery based on distinctive frequency components and support vector machines under varied operating conditions

Huaqing Wang, Peng Chen, Ke Li, 2013, Neurocomputing.

Intelligent diagnosis method for machinery by sequential auto-reorganization of histogram.

Peng Chen, Huaqing Wang, Liuyang Song, 2019, ISA transactions.

Automatic Decision Method of Optimum Symptom Parameters and Frequency Bands for Intelligent Machinery Diagnosis: Application to Condition Diagnosis of Centrifugal Pump System:

Peng Chen, Huaqing Wang, Liuyang Song, 2015 .

A Sparse Fault Feature Extraction Method for Rotating Machinery Based on Q Factor Wavelet Multi-resolution Decomposition

Lingli Cui, Huaqing Wang, Liuyang Song, 2019, 2019 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).

The Harmogram: A periodic impulses detection method and its application in bearing fault diagnosis

Liuyang Song, Yonggang Xu, Kun Zhang, 2022 .

Machinery Fault Diagnosis Methods Based on Deep Learning

Liuyang Song, Ho Jinyama, Haihong Tang, 2021 .

A novel Fast Entrogram and its applications in rolling bearing fault diagnosis

Liuyang Song, Yonggang Xu, Kun Zhang, 2021 .

A High-Stability Diagnosis Model Based on a Multiscale Feature Fusion Convolutional Neural Network

Lingli Cui, Liuyang Song, Huaqing Wang, 2021, IEEE Transactions on Instrumentation and Measurement.

A Novel Feature-Transferred Prediction Network For Remaining Useful Life of Rotating Machinery

Lingli Cui, Liuyang Song, Tianjiao Lin, 2021 .

A light intelligent diagnosis model based on improved Online Dictionary Learning sample-making and simplified convolutional neural network

Lingli Cui, Liuyang Song, Huaqing Wang, 2021 .

A three-dimensional geometric features-based SCA algorithm for compound faults diagnosis

Lingli Cui, Yansong Hao, Liuyang Song, 2019, Measurement.