Exploring concrete slump model using artificial neural networks

Journal of Computing in Civil Engineering

Volumn 20, Issue 3, 2006, Pages 217-221

  Yeh, I Cheng ^a  

^a CHUNG HUA UNIVERSITY   (Taiwan)

Author keywords

Concrete; Fly ash; Material properties; Mixtures; Models; Neural networks

Indexed keywords

ARTIFICIAL INTELLIGENCE; BLAST FURNACES; FLY ASH; MATHEMATICAL MODELS; NEURAL NETWORKS; PLASTICIZERS;

CONCRETE INGREDIENTS; FLY ASH AND SLAG CONCRETE (FSC); MATERIAL PROPERTIES;

CONCRETE CONSTRUCTION;

EID: 33646196187     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0887-3801(2006)20:3(217)     Document Type: Article

References (9)

1. American Concrete Pavement Association (ACPA). (2005). " What is the meaning of slump and what does it tell me about my concrete. ?" 〈 http://www.pavement.com/PavTech/Tech/FATQ/fatq-slump.html 〉 (May 1, 2005).
2. Ghaboussi, J., Garrett, Jr., J. H., and Wu, X. (1991). " Knowledge-based modeling of material behavior with neural networks.. " J. Eng. Mech. 117 (1), 129-134.
3. Kasperkiewicz, J., Racz, J., and Dubrawski, A. (1995). " HPC strength prediction using artificial neural network.. " J. Comput. Civ. Eng., 9 (4), 279-284.
4. Myers, R. H., and Montgomery, D. C. (1995). Response surface methodology, Wiley, New York.
5. Welstead, S. T. (1994). Neural network and fuzzy logic applications in C/C++, Wiley, New York.
6. Yeh, I-C. (1998a). " Modeling concrete strength with augment-neuron networks.. " J. Mater. Civ. Eng. 10 (4), 263-268.
7. Yeh, I-C. (1998b). " Modeling of strength of high performance concrete using artificial neural networks.. " Cem. Concr. Res., 28 (12), 1797-1808.
8. Yeh, I-C. (1999). " Design of high-performance concrete mixture using neural networks and nonlinear programming.. " J. Comput. Civ. Eng., 13 (1), 36-42.
9. Yeh, I-C. (2003). " A mix proportioning methodology for fly ash and slag concrete using artificial neural networks.. " Chung-Hua J. Sci. Eng., 1 (1), 77-84.