The Feature Extraction Based on Nonlinear Partial Orthogonal Analysis with B-Spline Function for Signal of Vibrational Sensors

摘要：

The new method of feature extraction based on nonlinear partial orthogonal analysis with B-spline function for signal of vibrational sensors is proposed in the paper. Firstly, the nonlinear signal is mapped into linear space; then, the signal is analyzed in the linear space; finally, a set of eigenvalue vectors are obtained with nonlinear partial orthoganal analysis. The vectors reflect a pattern of the signal steadily. The experiment for vibrational signals of normal and abnormal rolling bearings shows that the pattern of every signal is extracted with the method steadily and effectively.

作者: LIU Gui-Guo YUE Bin HUANG Dao HUANG Hai-Yan

作者单位: State Engineering Research Center of Industrial Automation ECUST, Shanghai 200237, China Mechanical Mechanical & Electronic Department of Zhejiang Business Technology Institute, Ningbo 315012, China State Engineering Research Center of Industrial Automation ECUST, Shanghai 200237, China Research Institute of Industrial Automation ECUST, Shanghai 200237, China

会议类型: 国际会议

会议名称: International Conference on Intelligent Computation Technology and Automation(2008 智能计算技术与自动化国际会议 ICICTA 2008)

会议地点: 长沙

会议语种:英文

页码: 1171-1175

在线出版日期: 2008-10-20（万方平台首次上网日期，不代表论文的发表时间）