A Novel Method for Induction Motor Fault Identification Based on MSST and LightGBM
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Yixiang Huang | Yanming Li | Chengliang Liu | Lujie Zhao | Dengyu Xiao | Yixiang Huang | Chengliang Liu | Dengyu Xiao | Yanming Li | Lujie Zhao
[1] Pratyay Konar,et al. Multi-class fault diagnosis of induction motor using Hilbert and Wavelet Transform , 2015, Appl. Soft Comput..
[2] Kosin Chamnongthai,et al. Fusion of color histogram and LBP-based features for texture image retrieval and classification , 2017, Inf. Sci..
[3] Tie-Yan Liu,et al. LightGBM: A Highly Efficient Gradient Boosting Decision Tree , 2017, NIPS.
[4] David A. Clausi,et al. Preserving boundaries for image texture segmentation using grey level co-occurring probabilities , 2006, Pattern Recognit..
[5] J. Friedman. Greedy function approximation: A gradient boosting machine. , 2001 .
[6] Zhipeng Feng,et al. Application of multi-domain sparse features for fault identification of planetary gearbox , 2017 .
[7] Fei Wang,et al. Bispectrum Texture Feature Manifold for Feature Extraction in Rolling Bear Fault Diagnosis , 2019, Mathematical Problems in Engineering.
[8] Xiang Wang,et al. Bearing Fault Diagnosis Based on Statistical Locally Linear Embedding , 2015, Sensors.
[9] Vilas N. Ghate,et al. Optimal MLP neural network classifier for fault detection of three phase induction motor , 2010, Expert Syst. Appl..
[10] Mehmet Karaköse,et al. Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis , 2015, J. Intell. Manuf..
[11] Iqbal Gondal,et al. A data mining approach for machine fault diagnosis based on associated frequency patterns , 2016, Applied Intelligence.
[12] Robert M. Haralick,et al. Textural Features for Image Classification , 1973, IEEE Trans. Syst. Man Cybern..
[13] Chee Peng Lim,et al. Motor fault detection and diagnosis using a hybrid FMM-CART model with online learning , 2016, J. Intell. Manuf..
[14] Tian Han,et al. Fault Diagnosis System of Induction Motors Based on Neural Network and Genetic Algorithm Using Stator Current Signals , 2006 .
[15] Shamik Sural,et al. An Integrated Color and Intensity Co-occurrence Matrix , 2007, Pattern Recognit. Lett..
[16] Bhim Singh,et al. Investigation of Vibration Signatures for Multiple Fault Diagnosis in Variable Frequency Drives Using Complex Wavelets , 2014, IEEE Transactions on Power Electronics.