Estimation of concrete compressive strength by a fuzzy logic model

被引:12
作者
Abolpour, Bahador [1 ]
Abolpour, Benafsheh
Abolpour, Roozbeh [2 ]
Bakhshi, Hossein [3 ]
机构
[1] Shahid Bahonar Univ Kerman, Fac Engn, Dept Chem Engn, Kerman 76175, Iran
[2] Shiraz Univ, Dept Comp Engn, Shiraz, Iran
[3] Hakim Sabzevari Univ, Dept Civil Engn, Sabzevar, Iran
关键词
Concrete mixture; Compressive strength; Fuzzy logic; Modeling; SUPERPLASTICIZERS;
D O I
10.1007/s11164-012-0591-0
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Concrete mix design is a process of proportioning the ingredients in right proportions. The aim of this study is to design a fuzzy logic model for determination of the compressive strength of a concrete. The datasets which have been loaded into a fuzzy logic model contain 1,030 concrete mixtures. Input fields of the fuzzy expert system are weight percent of cement, water, blast furnace slag, fly ash, super plasticizer, fine aggregate, coarse aggregate, and age of the concrete. Output field is concrete compressive strength. Finally, 897 rules used for this fuzzy logic modeling.
引用
收藏
页码:707 / 719
页数:13
相关论文
共 27 条
  • [1] Abdullahi M., 2008, ICCBT A, V21, P231
  • [2] Kinetics of phase change I - General theory
    Avrami, M
    [J]. JOURNAL OF CHEMICAL PHYSICS, 1939, 7 (12) : 1103 - 1112
  • [4] Multi-method approach to study influence of superplasticizers on cement suspensions
    Ferrari, L.
    Kaufmann, J.
    Winnefeld, F.
    Plank, J.
    [J]. CEMENT AND CONCRETE RESEARCH, 2011, 41 (10) : 1058 - 1066
  • [5] Han S., 1984, J NANJING I CHEM TEC, V2, P1
  • [6] Junsomboon J., 2011, J AUTOM METHOD MANAG, V2011, P1
  • [7] Kaetzel L. J., 1993, EXPERT KNOWLEDGE BAS
  • [8] FUZZY-LOGIC IN CONTROL-SYSTEMS - FUZZY-LOGIC CONTROLLER .1.
    LEE, CC
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1990, 20 (02): : 404 - 418
  • [9] EXPERIMENT IN LINGUISTIC SYNTHESIS WITH A FUZZY LOGIC CONTROLLER
    MAMDANI, EH
    ASSILIAN, S
    [J]. INTERNATIONAL JOURNAL OF MAN-MACHINE STUDIES, 1975, 7 (01): : 1 - 13
  • [10] Nataraja M. C., 2006, Engineering Letters, V13, P98