Monte-Carlo simulation of industrial radiography images and experimental designs

被引:22
作者
Bonin, A
Chalmond, B
Lavayssière, B
机构
[1] Elect France, R&D Div, Dept Instrumentat Proc & Testing, Paris, France
[2] Ecole Normale Super, CMLA, F-94235 Cachan, France
关键词
radiographic simulation; nuclear plant control; experimental design; Monte-Carlo computation; argentic film homogenization; importance sampling;
D O I
10.1016/S0963-8695(02)00014-2
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
In this article, we present a generic software for the simulation of gamma-ray radiography. This software simulates the entire radiographic system, from the source to the detector consisting of metallic screens and films. In an industrial context where the goal is to detect structural flaws in material like cracks, this simulator allows to compute gamma-ray images for different system parameters. By this way, engineers can choose an optimal set of parameters leading to the best image of flaws. We use Monte-Carlo techniques for the simulation of the whole system composed of a source, an object to inspect and a detector. The main contribution of this paper is to show that simulated images are coherent with real images although we use a simplified model for particle transport. Besides, we propose an acceleration technique to simulate the Markov chain of photon transport. Finally, an experimental design is performed leading to a linear model expressing the influence of the system parameters on image quality. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:503 / 510
页数:8
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