sIndependent Component Analysis Mixture modelling for the Identification of Crack in Guided Wave inspection

سال انتشار: 1391
محل انتشار: یازدهمین کنفرانس سراسری سیستم های هوشمند
کد COI اختصاصی: ICS11_282
زبان مقاله: انگلیسی
تعداد مشاهده: 912

نویسندگان

School of Mechanical Engineering, College of Engineering, University of Tehran, Tehran, Iran

School of Electrical and Computer Engineering, College of Engineering, University of Tehran, Tehran, Iran and University of British Columbia, Vancouver,Canada

چکیده

This paper presents a ICA mixture model applied to the identification of crack in defective area evaluated by guided wave inspection. Piezoelectric disks are employed to activate and capture the Lamb wave signals. The position of crack is assumed to be on a line on which the actuator and sensors are located. The propagation of Lamb waves in aluminium plate-like structures is considerably complicated due to phenomena such as multimode excitation, wave dispersion, material attenuation, boundary reflection. The defects change the wave propagation between the actuator and the sensors producing particular spectrum elements which are considered as the sources of the underlying ICA model. By using ICA the source of propagated wave is separated while one of them is crack. These sources and their corresponding transfer functions to the sensors make a signature of the different modes of guided wave. We demonstrate the model with finite element simulation

کلیدواژه ها

ICA, ICA mixtures, Non-destructive evaluation, Guided wave inspection, Crack identification

مقالات مرتبط جدید

اطلاعات بیشتر در مورد COI

COI مخفف عبارت CIVILICA Object Identifier به معنی شناسه سیویلیکا برای اسناد است. COI کدی است که مطابق محل انتشار، به مقالات کنفرانسها و ژورنالهای داخل کشور به هنگام نمایه سازی بر روی پایگاه استنادی سیویلیکا اختصاص می یابد.

کد COI به مفهوم کد ملی اسناد نمایه شده در سیویلیکا است و کدی یکتا و ثابت است و به همین دلیل همواره قابلیت استناد و پیگیری دارد.