利用部门计算网格系统开发一种人工智能敲击检测方法,敲击声分析

S. Kim, J. Hwang, C. Lee, Sangsan Lee
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引用次数: 4

摘要

敲击声分析是一种新的无损检测方法,通过比较被试结构与原始健康结构的敲击声来判断是否存在亚表面缺陷。原始健康结构的敲击声称为结构声印,是通过高精度计算得到的。由于需要许多敲击点才能获得准确的声印数据,因此需要进行多次敲击声模拟。敲击声的模拟需要复杂的数值过程。利用部门计算网格系统进行数值模拟。DCG系统由三个集群系统和一个pc场系统组成。通过Globus和CONDOR启动并监测敲击声音模拟。实验结果表明,网格计算技术减少了声纹数据库构建所需的时间,使声纹数据库的构建成为一种可行的、实用的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Utilization of Departmental Computing GRID System for Development of an Artificial Intelligent Tapping Inspection Method, Tapping Sound Analysis
Tapping Sound Analysis is a new NDE method, which determines the existence of subsurface defects by comparing the tapping sound of test structure and original healthy structure. The tapping sound of original healthy structure is named sound print of the structure and is obtained through high precision computation. Because many tapping points are required to obtain the exact sound print data, many times of tapping sound simulation are required. The simulation of tapping sound requires complicated numerical procedures. Departmental Computing GRID system was utilized to run numerical simulations. Three cluster systems and one PC-farm system comprise DCG system. Tapping sound simulations were launched and monitored through Globus and CONDOR. A total of 160 Tera floating-point (double-precision) operations was performed and the elapsed time was 41,880 sec. From the numerical experiments, Grid computing technology reduced the necessary time to make sound print database and made TSA a feasible and practical methodology.
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