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2017 | 131 | 3 | 403-405
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Prediction of Inner Grooved Circular Jet Flow with Artificial Neural Networks

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In this study, an artificial neural network model was established by using experimental measurement values obtained from a low-speed subsonic wind tunnel, with the length of 75 cm and experiment test section of 32× 32 cm². Model results were compared with experimental values and then, the prediction was made for the unmeasured tunnel stream values. In the wind tunnel, the jet velocity of 25 m/s and four tunnel velocities of 0, 5, 10 and 20 m/s were used. At four measurement stations x/D=0.3, x/D=12.5, x/D=31.2 and x/D=50, experimental measurements were made using a hot wire anemometer. This study is the continuation of the work done by Inan and Sisman [T. Inan, T. Sisman, Acta Phys. Pol. A 127, 1145 (2015)]. Inner grooved circular jet flows at x/D=0.3 and x/D=50 stations with average tunnel flow velocities of 7.5 m/s and 15 m/s were studied by using artificial neural networks.
  • Marmara University, Faculty of Technology, Dept. Mechanical Engineering, 34722 Istanbul, Turkey
  • [1] T. Inan, T. Sisman, Acta Phys. Pol. A 127, 1145 (2015), doi: 10.12693/APhysPolA.127.1145
  • [2] G. Chawla, M.S. Sachdev, G. Ramakrishna, Power Plants and Power Systems Control, Kananaskis, Canada 2006
  • [3] K. Gulez, R. Yumurtaci, M. Uzunoglu, in: Proc. 6th Int. Conf. OPTIM'98, IEEE, Brasov 1998, doi: 10.1109/OPTIM.1998.710480
  • [4] A. Sarikas, E. Canayaz, U. Kesen, in: 2nd Int. Symp. Innovative Technologies in Engineering and Science (ISITES 2014) Karabuk, Turkey 2014, p. 715
  • [5] U. Kesen, T. Yildirim, in: Proc.15th Int. Symp. on Computer and Information Sciences (ISCIS XV), Istanbul, Turkey 2000, p. 545
  • [6] U. Kesen, Y. Yayla, T. Yildirim, in: Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu, Kayseri, Turkey 2010, p. 95
  • [7] O. Dogmus, A. Onat, Ş. Yılmaz, Ş. Ergün Ksü, Fen Ve Mühendislik Dergisi 8, 53 (2005)
  • [8] I. Ekmekci, A.T. Inan, H. Oner, A. Onat, EEST Part A 29, 1431 (2012)
  • [9] T. Sisman, M.Sc. Thesis, University of Marmara, Turkey (2013)
  • [10] A.T. Inan, Ph.D. Thesis, University of Marmara, Istanbul, Turkey (2002)
  • [11] G. Chawla, M.S. Sachdev, G. Ramakrishna, in: India Conference, INDICON 2008 Annual IEEE, IEEE 2008, p. 234, doi: 10.1109/INDCON.2008.4768832
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