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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국계산역학회 Computers and Concrete, An International Journal Computers and Concrete, An International Journal Vol.18 No.2
- 발행연도
- 2016.1
- 수록면
- 155 - 163 (9page)
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초록· 키워드
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This paper, proposes 20 models for predicting compressive strength of recycled aggregate concrete (RAC) containing silica fume by using gene expression programming (GEP). To construct the models, experimental data of 228 specimens produced from 61 different mixtures were collected from the literature. 80% of data sets were used in the training phase and the remained 20% in testing phase. Input variables were arranged in a format of seven input parameters including age of the specimen, cement content, water content, natural aggregates content, recycled aggregates content, silica fume content and amount of superplasticizer. The training and testing showed the models have good conformity with experimental results for predicting the compressive strength of recycled aggregate concrete containing silica fume.
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참고문헌 (31)
참고문헌 신청
Ajdukiewicz, A / 2002 / Influence of recycled aggregates on mechanical properties of HS/HPC / Cement Concrete Compos 24(2):269~279
Bhargava, S. / 2011 / Stress corrosion cracking resistant aluminum alloys : optimizing concentrations of alloying elements and tempering / Mater. Manufact. Process 26(3):363~374
Çakır, Ö. / 2014 / Experimental analysis of properties of recycled coarse aggregate(RCA)concrete with mineral additives / Constr. Build. Mater 68:17~25
Çakır, Ö / 2015 / Influence of silica fume on mechanical and physical properties of recycled aggregate concrete / HBRC J 11(2):157~166
Castelli, M. / 2013 / Prediction of high performance concrete strength using genetic programming with geometric semantic genetic operators / Exp. Syst. Appl 40(17):6856~6862
Bhargava, S. / 2011 / Stress corrosion cracking resistant aluminum alloys : optimizing concentrations of alloying elements and tempering / Mater. Manufact. Process 26(3):363~374
Çakır, Ö. / 2014 / Experimental analysis of properties of recycled coarse aggregate(RCA)concrete with mineral additives / Constr. Build. Mater 68:17~25
Çakır, Ö / 2015 / Influence of silica fume on mechanical and physical properties of recycled aggregate concrete / HBRC J 11(2):157~166
Castelli, M. / 2013 / Prediction of high performance concrete strength using genetic programming with geometric semantic genetic operators / Exp. Syst. Appl 40(17):6856~6862
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