**Commenced**in January 2007

**Frequency:**Monthly

**Edition:**International

**Paper Count:**31515

##### Prediction of Slump in Concrete using Artificial Neural Networks

**Authors:**
V. Agrawal,
A. Sharma

**Abstract:**

**Keywords:**
Artificial Neural Networks,
Concrete,
prediction ofslump,
slump in concrete

**Digital Object Identifier (DOI):**
doi.org/10.5281/zenodo.1071518

**References:**

[1] P. K Mehta, and P. J. M. Monteiro, "Concrete-Structure, properties and materials," Prentice Hall, Englewood Cliffs, N. J., 1993.

[2] M. S. Shetty, "Concrete Technology," S. Chand, New Delhi.H., 2005.

[3] A. Jain, S. K. Jha,, and S. Misra, "Modeling the compressive strength of concrete using Artificial Neural Networks," Indian Concr. J., pp. 17-22, Oct. 2006.

[4] I. Flood, and N. Kartam, "Neural Networks in Civil Engineering I: Principles and Understanding," J. Comp. in Civil Eng., vol. 8, no. 2, pp. 149-162, 1994.

[5] D. R. Rehak, C. R. Thewalt, and L. B. Doo, "Neural Network approach in Structural Mechanis Computations," Proc., Structures Congress -89, ASCE, New York, pp. 168-176, 1989.

[6] A. Jain, A. K. Varshney, and U. C. Joshi, "Short-term water demand forecast modeling at IIT Kanpur using Artificial Neural Networks," Water Resour. Manage., vol. 15, no. 5, pp. 299-321, 2001.

[7] H. G. Ni, and J. Z. Wang, "Prediction of Compressive Strength of Concrete by Neural Networks," Cem. Concr. Res., vol. 30, no. 8, pp. 1245-1250, 2000.

[8] T. Ji, T. Lin, and X. Lin, "A Concrete Mix Proportion Design Algorithm based on Artificial Neural Networks," Cem. Conc. Res., vol. 36, no. 7, pp. 1399-1408, 2006.

[9] A. Cladera, and R. Mari, "Shear Design Procedures for reinforced normal and high strength concrete beams using artificial neural network beams. I: Beams without stirrups," Eng. Struct., vol. 26, no. 7, pp. 917-926, 2004.

[10] W. P. S. Dias and S. P. Pooliyadda, "Neural Networks for predicting properties of concrete with admixtures," Con. Build. Mat., vol. 15, pp. 371-379, 2000.

[11] J. Bai, S. Wild, J. A. Ware, and B. B. Sabir, "Using Neural Networks to predict workability of Concrete incorporating metakaolin and Fly Ash," Adv. Eng. Software., vol. 34, no. 11-12,pp. 663-669, 2003.

[12] M. A. Bhatti, A. Oztas, M. Pala, E. Ozbay, E. Kanca, and N. Caglar, "Predicting the compressive strength and slump of high strength concrete using Neural Network," Conc. Build. Mat., vol. 20, pp. 769- 775, 2005.

[13] I. C. Yeh, "Exploring Concrete Slump Model Using Artificial Neural Networks," J. Comput. Civil Eng., vol. 20, no. 3, pp. 217-221, 2006.

[14] G. Bandyopadhyay, and S. Chattopadhyay, "Single Hidden Layer Artificial Neural Network Models Versus Multiple Linear Regression Model in forecasting the Time Series of Total Ozone," Int. J. Environ. Sci. Tech., vol. 4, no. 1, pp. 141-149, 2007.

[15] R. J. Schalkoff, "Artificial Neural Networks," Mc Graw Hill, Singapore, 1995.

[16] S. N. Sivanandam, S. Sumathi, and S. N. Deepa, S. N. "Intoduction to Neural Networks using MATLAB 6.0," Tata McGraw-Hill, New Delhi, 2006.