Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression
Tóm tắt
Từ khóa
Tài liệu tham khảo
hui, 2006, Wear detection in gear system using Hilbert–Huang transform, J Mech Sci Technol, 20, 1781, 10.1007/BF03027572
liu, 2011, KNN classification algorithm based on k-nearest neighbor graph for small sample, Comput Eng, 37, 198
tan, 2010, Classification algorithm of rule based on decision-tree, Eng Comput, 31, 1017
nectoux, 2012, PRONOSTIA: An experimental platform for bearings accelerated degradation tests, Proc IEEE Int Conf Prog Health Manag (PHM), 1
vapnik, 1996, Support vector method for function approximation, regression estimation, and signal processing, Adv Neural Inform Process Syst, 9, 281
renfrew, 1993, The use of a knowledge based system in power electronic circuit fault diagnosis, Proc 5th Eur Conf Power Electron Appl
guyer, 1996, Rolling Bearings Handbook and Troubleshooting Guide
cao, 2011, Locally weighted naive Bayes classification algorithm based on K-nearest neighbour, Applied Soft Computing, 28, 267
liu, 2010, An enhanced diagnostic scheme for bearing condition monitoring, IEEE Trans Instrum Meas, 59, 309, 10.1109/TIM.2009.2023814
bell, 1985, Report of large motor reliability survey of industrial and commercial installation, part I and part II, IEEE Trans Ind Appl, 21, 853
luo, 2008, Model-based prognostic techniques applied to a suspension system, IEEE Trans Syst Man Cybern A Syst Humans, 38, 1156, 10.1109/TSMCA.2008.2001055
ville, 1984, Théorie et application de la notion de signal analytique, Cables Transmiss, 20 a, 66
gade, 1990, Digital filter techniques vs. FFT techniques for damping measurements, Proc Int Modal Anal Conf, 56