Araştırma Makalesi

Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks

Cilt: 24 Sayı: 1 25 Nisan 2010
  • Alper Taner
  • S. Sinan Gültekin
  • Kazım Çarman
Selcuk Journal of Agriculture and Food Sciences Kapak
Selcuk Journal of Agriculture and Food Sciences
PDF İndir
EN TR

Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks

Öz

In this study, an estimation of some structural parameters in radial centrifuge pumps was performed with Artificial Neural Networks having properties such as production of suitable outputs for defined system inputs of which the output values are unknown. For Artificial Neural Network, experimental parameter values were used. Therefore, an Artificial Neural Network model was established with the pump RPM, flow rate and manometer height parameters as 3 input data and impeller inlet diameter, impeller outlet diameter, impeller blade number, pump inlet pipe diameter, pump outlet pipe diameter as 5 output data. For Artificial Neural Network Model, Levenberg Marquart education algorithm which belongs to Multi-Layer Perceptron structure was used and the results obtained by Artificial Neural Network Model were compared with the results obtained by measurement, regression equations and theoretical calculations. It was observed that the results obtained by Artificial Neural Network were very compatible with the results of measuring.

Anahtar Kelimeler

Ayrıntılar

Birincil Dil

İngilizce

Konular

Ziraat Mühendisliği

Bölüm

Araştırma Makalesi

Yazarlar

Alper Taner Bu kişi benim
Türkiye

S. Sinan Gültekin Bu kişi benim
Türkiye

Kazım Çarman Bu kişi benim
Türkiye

Yayımlanma Tarihi

25 Nisan 2010

Gönderilme Tarihi

1 Ocak 2010

Kabul Tarihi

-

Yayımlandığı Sayı

Yıl 2010 Cilt: 24 Sayı: 1

IZ

https://izlik.org/JA62GY86EL

Kaynak Göster

RIS / Bibtex
APA
Taner, A., Gültekin, S. S., & Çarman, K. (2010). Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks. Selcuk Journal of Agriculture and Food Sciences, 24(1), 28-38. https://izlik.org/JA62GY86EL
AMA
1.Taner A, Gültekin SS, Çarman K. Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks. Selcuk J Agr Food Sci. 2010;24(1):28-38. https://izlik.org/JA62GY86EL
Chicago
Taner, Alper, S. Sinan Gültekin, ve Kazım Çarman. 2010. “Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks”. Selcuk Journal of Agriculture and Food Sciences 24 (1): 28-38. https://izlik.org/JA62GY86EL.
EndNote
Taner A, Gültekin SS, Çarman K (01 Nisan 2010) Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks. Selcuk Journal of Agriculture and Food Sciences 24 1 28–38.
IEEE
[1]A. Taner, S. S. Gültekin, ve K. Çarman, “Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks”, Selcuk J Agr Food Sci, c. 24, sy 1, ss. 28–38, Nis. 2010, [çevrimiçi]. Erişim adresi: https://izlik.org/JA62GY86EL
ISNAD
Taner, Alper - Gültekin, S. Sinan - Çarman, Kazım. “Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks”. Selcuk Journal of Agriculture and Food Sciences 24/1 (01 Nisan 2010): 28-38. https://izlik.org/JA62GY86EL.
JAMA
1.Taner A, Gültekin SS, Çarman K. Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks. Selcuk J Agr Food Sci. 2010;24:28–38.
MLA
Taner, Alper, vd. “Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks”. Selcuk Journal of Agriculture and Food Sciences, c. 24, sy 1, Nisan 2010, ss. 28-38, https://izlik.org/JA62GY86EL.
Vancouver
1.Alper Taner, S. Sinan Gültekin, Kazım Çarman. Prediction of The Parameters Radial Centrifugal Pumps with Artificial Neural Networks. Selcuk J Agr Food Sci [Internet]. 01 Nisan 2010;24(1):28-3. Erişim adresi: https://izlik.org/JA62GY86EL

Selcuk Journal of Agriculture and Food Sciences Creative Commons Atıf-GayriTicari 4.0 Uluslararası Lisansı (CC BY NC) ile lisanslanmıştır.