Open-Circuit Fault Diagnosis of Neutral Point Clamped Three-Level Inverter Based on Sparse Representation

作者: Yunjun Yu , Shilei Pei

DOI: 10.1109/ACCESS.2018.2883219

关键词:

摘要: … (NPC) inverter [1]. The type of inverter studied in this paper is the NPC threelevel inverter. … The K-SVD and SVM will be used for fault diagnosis of NPC three-level inverter in this paper…

参考文章(41)
Yong-kuo Liu, Fei Xie, Chun-li Xie, Min-jun Peng, Guo-hua Wu, Hong Xia, Prediction of time series of NPP operating parameters using dynamic model based on BP neural network Annals of Nuclear Energy. ,vol. 85, pp. 566- 575 ,(2015) , 10.1016/J.ANUCENE.2015.06.009
Huan Li, Fu-lai Chung, Shitong Wang, A SVM based classification method for homogeneous data soft computing. ,vol. 36, pp. 228- 235 ,(2015) , 10.1016/J.ASOC.2015.07.027
Jinglong Chen, Zipeng Li, Jun Pan, Gaige Chen, Yanyang Zi, Jing Yuan, Binqiang Chen, Zhengjia He, Wavelet transform based on inner product in fault diagnosis of rotating machinery: A review Mechanical Systems and Signal Processing. ,vol. 70, pp. 1- 35 ,(2016) , 10.1016/J.YMSSP.2015.08.023
Shin-Myung Jung, Jin-Sik Park, Hag-Wone Kim, Kwan-Yuhl Cho, Myung-Joong Youn, An MRAS-Based Diagnosis of Open-Circuit Fault in PWM Voltage-Source Inverters for PM Synchronous Motor Drive Systems IEEE Transactions on Power Electronics. ,vol. 28, pp. 2514- 2526 ,(2013) , 10.1109/TPEL.2012.2212916
Ludmila I. Kuncheva, William J. Faithfull, PCA Feature Extraction for Change Detection in Multidimensional Unlabeled Data IEEE Transactions on Neural Networks. ,vol. 25, pp. 69- 80 ,(2014) , 10.1109/TNNLS.2013.2248094
D.J. Bordoloi, Rajiv Tiwari, Optimum multi-fault classification of gears with integration of evolutionary and SVM algorithms Mechanism and Machine Theory. ,vol. 73, pp. 49- 60 ,(2014) , 10.1016/J.MECHMACHTHEORY.2013.10.006
Chengcai Ma, Xiaodong Gu, Yuanyuan Wang, Fault diagnosis of power electronic system based on fault gradation and neural network group Neurocomputing. ,vol. 72, pp. 2909- 2914 ,(2009) , 10.1016/J.NEUCOM.2008.06.033
Haicang Liu, Shutao Li, Target Detection Using Sparse Representation With Element and Construction Combination Feature IEEE Transactions on Instrumentation and Measurement. ,vol. 64, pp. 290- 298 ,(2015) , 10.1109/TIM.2014.2343412