Predicting the side weir discharge coefficient using the optimized neural network by genetic algorithm

Authors

  • A. Parsaie Ph.D. student of hydro structures, Department of water Engineering, Lorestan University, Iran
  • A. H. Haghiabi Associate professor of water Engineering Lorestan University,KhoramAbad, Iran

Keywords:

Side weir discharge coefficient;Artificial;Multilayer perceptron neural network;Genetic algorithm;Optimization

References

AL-TAEE, A.y., 2012. theoretical analysis of flow over the side weir using runge kutta method. Annals of faculty Engineering Hunedoara. Int. J. Eng., 4, 47-50.

Bilhan, O., Emin Emiroglu, M., Kisi, O., 2010. Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel. Adv. Eng. Soft., 41, 831-837.

Bilhan, O., Emiroglu, M.E., Kisi, O., 2011. Use of artificial neural networks for prediction of discharge coefficient of triangular labyrinth side weir in curved channels. Adv. Eng. Soft., 42, 208-214.

Cosar , A., Agaccioglu, H., 2004. Discharge Coefficient of a Triangular Side-Weir Located on a Curved Channel. J. Irrigat. Dra. Eng., 130, 410–423.

Emin Emiroglu, M., Kisi, O., Bilhan, O., 2010. Predicting discharge capacity of triangular labyrinth side weir located on a straight channel by using an adaptive neuro-fuzzy technique. Adv. Eng. Soft., 41, 154-160.

Emiroglu, M.E., Agaccioglu, H., Kaya, N., 2011a. Discharging capacity of rectangular side weirs in straight open channels. Flow Measur. Instrumentat., 22, 319-330.

Emiroglu, M.E., Bilhan, O., Kisi, O., 2011. Neural networks for estimation of discharge capacity of triangular labyrinth side-weir located on a straight channel. Expert System. with Appl., 38, 867-874.

Ghodsian, M., 2003. Supercritical flow over a rectangular side weir. Canad. J. Civ. Eng., 30, 596-600.

Ghodsian, M., 2004. Flow over triangular side weir. J. Sci. Iran. Transact. Civ, Eng., 11, 114–120.

Haddadi, H., Rahimpour, M., 2012. A discharge coefficient for a trapezoidal broad-crested side weir in subcritical flow. Flow Measur. Instrumentat. 26, 63–67.

Hager, H., 1987. Lateral Outflow Over Side Weirs. J. Hydraul. Eng., 113, 491-504.

HONAR, T., JAVAN, M., 2007. Discharge Coefficient in Oblique Side Weirs. Iran Agr. Res., 25, 27-35.

Kaya, N., 2010. Effect of upstream crest length on flow characteristics and discharge capacity of triangular labyrinth side weirs. Sci. Res., Essays., 5, 1702-1712.

Kaya, N., Emiroglu , M.E., Agaccioglu, H., 2011. Discharge coefficient of a semi-elliptical side weir in subcritical flow. Flow Measur. Instrumentat., 22, 25–32.

Kumar , S., Ahmad , Z., Mansoor , T., Himanshu , S.K., 2012. Discharge Characteristics of Sharp Crested Weir of Curved Plan-form. Res. J. Eng. Sci., 1, 16-20.

Kumar, S., Ahmad, Z., Mansoor, T., Himanshu, S.K., 2013. A New Approach to Analyze the Flow over Sharp Crested Curved Plan form Weirs. Int. J. Rec. Technol. Eng., 2, 24-28.

Kumara, S., Ahmada, Z., Mansoorb, T., 2011. A new approach to improve the discharging capacity of sharp-crested triangular plan form weirs. Flow Measur. Instrumentat. 22, 175–180.

L. Haupt, R., Haupt, S.E., 2004. Practical Genetic Algorithms. John Wiley & Sons, New Jersey.

Rahimi, A., 2012. Hydraulic Design of Side Weirs by Alternative Methods. Austral. J. Bas. Appl. Sci., 6, 157-167.

Sivanandam, S.N., Deepa, S.N., 2008. Introduction to Genetic Algorithms. Springer Berlin Heidelberg, New York.

Swamee, P., Pathak, S., Mohan, M., Agrawal, S., Ali, M., 1994. Subcritical Flow over Rectangular Side Weir. J. Irrigat. Dra. Eng., 120, 212-217.

Wesley Hines, J., 1997. Fuzzy and Neural Approaches in Engineering MATLAB Supplement. John Wiley and Sons, New York.

Published

2014-03-30

How to Cite

Parsaie, A. ., & H. Haghiabi, A. (2014). Predicting the side weir discharge coefficient using the optimized neural network by genetic algorithm. Scientific Journal of Pure and Applied Sciences, 3(3), 103-112. Retrieved from http://sjournals.com/index.php/sjpas/article/view/928

Issue

Section

Engineering

Most read articles by the same author(s)