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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.20 No.6
- 발행연도
- 2017.1
- 수록면
- 645 - 654 (10page)
이용수
초록· 키워드
오류제보하기
Continuing from previous studies of sustainable concrete containing environmentally friendly materials and existing modeling approach to predicting concrete properties, this study developed an estimation methodology to predicting the strength of sustainable concrete using an advanced case-based reasoning approach. It was conducted in two steps: (i) establishment of a case database and (ii) development of an advanced case-based reasoning model. Through the experimental studies, a total of 144 observations for concrete compressive strength and tensile strength were established to develop the estimation model. As a result, the prediction accuracy of the A-CBR model (i.e., 95.214% for compressive strength and 92.448% for tensile strength) performed superior to other conventional methodologies (e.g., basic case-based reasoning and artificial neural network models). The developed methodology provides an alternative approach in predicting concrete properties and could be further extended to the future research area in durability of sustainable concrete.
목차
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참고문헌 (59)
참고문헌 신청
Abd, A. M. / 2017 / Modelling the strength of lightweight foamed concrete using support vector machine(SVM) / Case Stud. Constr. Mater. 6:8~15
2004 / Standard Practice for Selecting Proportions for Structural Lightweight Concrete / ACI (American Concrete Institute) 211.2-04
2008 / Building Code Requirements for Structural Concrete and Commentary / ACI(American Concrete Institute)C318-0843
2004 / Standard Test Method for Density, Relative Density (Specific Gravity), and Absorption of Coarse Aggregate / ASTM C127-04, ASTM International
2007 / ASTM C128-07; Standard Test Method for Density, Relative Density (Specific Gravity), and Absorption of Fine Aggregate / ASTM International
2004 / Standard Practice for Selecting Proportions for Structural Lightweight Concrete / ACI (American Concrete Institute) 211.2-04
2008 / Building Code Requirements for Structural Concrete and Commentary / ACI(American Concrete Institute)C318-0843
2004 / Standard Test Method for Density, Relative Density (Specific Gravity), and Absorption of Coarse Aggregate / ASTM C127-04, ASTM International
2007 / ASTM C128-07; Standard Test Method for Density, Relative Density (Specific Gravity), and Absorption of Fine Aggregate / ASTM International
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