Prediction of photon attenuation coefficients of heavy concrete by fuzzy logic

被引:47
作者
Akkurt, I. [1 ]
Basyigit, C. [2 ]
Kilincarslan, S. [2 ]
Beycioglu, A. [3 ]
机构
[1] Suleyman Demirel Univ, Fen Edebiyat Fak, Fizik Bolumu, Isparta, Turkey
[2] Suleyman Demirel Univ, Tekn Egitim Fak, Yapi Egitimi Bolumu, Isparta, Turkey
[3] Duzce Univ, Tekn Egitim Fak, Yapi Egitimi Bolumu, Duzce, Turkey
来源
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS | 2010年 / 347卷 / 09期
关键词
COMPRESSIVE STRENGTH; BARITE;
D O I
10.1016/j.jfranklin.2010.06.002
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fuzzy logic (FL) model to determine the radiation shielding properties of concretes containing barite in the ratio of 0%, 50%, 60%, 70%, 100%, and different water-to-cement ratio (w/c) have been developed. For training of the networks in the model, w/c and barite ratio were input, while the photon attenuation coefficient was output. The FL results were compared with experimental results and correlation between experiment and FL was compared with the correlation between experiment and calculation (XCOM). It was found that the correlation between FL and experiment was better than the correlation between XCOM and experiment. (C) 2010 The Franklin Institute. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1589 / 1597
页数:9
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