Study on SOBI Separation Method for Composite Materials Simulated Damage AE Signals
This paper introduces an improved de-noising SOBI (Second Order Blind Identification) separation method,which is used to separate mixed components of different composite materials damage acoustic emission simulated signals.The contrastive analysis and numerical simulations of a variety of blind source separation algorithms are investigated,which suggests that traditional SOBI performance degrades when noise is present.By introducing noise-elimination algorithms,SOBI is improved and optimized.The improvement of separation effect of the de-noising SOBI algorithm is proved by numerical simulation experiments.Finally,based on the online structural damage simulation and monitoring test-bed,the feasibility of the proposed method is validated.
composite material structural health monitoring AE blind source separation SOBI
Yuan Mei Yu Liang Dong Shaopeng Liang Yuxua
School of Automation Science and Electrical Engineering Beijing University of Aeronautics and Astron School of Automation Science and Electrical Engineering Beijing University of Aeronautics and Astron
国际会议
秦皇岛
英文
1150-1155
2015-09-18（万方平台首次上网日期，不代表论文的发表时间）