Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı ile Kestirimi

Adem Dalcalı; Onursal Çetin; Cemil Ocak; Feyzullah Temurtaş

doi:10.35377/saucis.01.03.496233

EN TR

Prediction of the Force on a Projectile in an Electromagnetic Launcher Coil with Multilayer Neural Network

Abstract

The force on the projectile in the electromagnetic launchers varies according to the the excitation value and the position of the projectile in the winding. In this study, 3D model of coil and projectile used in electromagnetic launchers have been created and analyzed by finite element method. The force characteristic on the projectile has been obtained by changing the excitation value of the winding and the position of the projectile using parametric solution method. In finite element analysis, more accurate analysis can be performed by defining smaller solution steps. However, the analysis time is prolonged due to the increase in the number of variables. Taking into consideration the duration of analysis, the force prediction has been carried out using multilayer neural network models consisting of one hidden layer and two hidden layers. Successful results have been obtained in the force prediction studies with multilayer neural networks.

Keywords

multilayer neural network,force prediction,electromagnetic launcher,finite element method

References

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Details

Primary Language

Turkish

Subjects

Computer Software

Journal Section

Research Article

Authors

Adem Dalcalı ^*
0000-0002-9940-0471
Türkiye

Onursal Çetin
Türkiye

Cemil Ocak

Feyzullah Temurtaş

Publication Date

December 18, 2018

Submission Date

December 12, 2018

Acceptance Date

December 17, 2018

Published in Issue

Year 1970 Volume: 1 Number: 3

DOI

https://doi.org/10.35377/saucis.01.03.496233

IZ

https://izlik.org/JA85PJ82CK

Cite

RIS / Bibtex

APA

Dalcalı, A., Çetin, O., Ocak, C., & Temurtaş, F. (2018). Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı ile Kestirimi. Sakarya University Journal of Computer and Information Sciences, 1(3), 1-10. https://doi.org/10.35377/saucis.01.03.496233

AMA

1.Dalcalı A, Çetin O, Ocak C, Temurtaş F. Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı ile Kestirimi. SAUCIS. 2018;1(3):1-10. doi:10.35377/saucis.01.03.496233

Chicago

Dalcalı, Adem, Onursal Çetin, Cemil Ocak, and Feyzullah Temurtaş. 2018. “Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı Ile Kestirimi”. Sakarya University Journal of Computer and Information Sciences 1 (3): 1-10. https://doi.org/10.35377/saucis.01.03.496233.

EndNote

Dalcalı A, Çetin O, Ocak C, Temurtaş F (December 1, 2018) Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı ile Kestirimi. Sakarya University Journal of Computer and Information Sciences 1 3 1–10.

IEEE

[1]A. Dalcalı, O. Çetin, C. Ocak, and F. Temurtaş, “Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı ile Kestirimi”, SAUCIS, vol. 1, no. 3, pp. 1–10, Dec. 2018, doi: 10.35377/saucis.01.03.496233.

ISNAD

Dalcalı, Adem - Çetin, Onursal - Ocak, Cemil - Temurtaş, Feyzullah. “Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı Ile Kestirimi”. Sakarya University Journal of Computer and Information Sciences 1/3 (December 1, 2018): 1-10. https://doi.org/10.35377/saucis.01.03.496233.

JAMA

1.Dalcalı A, Çetin O, Ocak C, Temurtaş F. Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı ile Kestirimi. SAUCIS. 2018;1:1–10.

MLA

Dalcalı, Adem, et al. “Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı Ile Kestirimi”. Sakarya University Journal of Computer and Information Sciences, vol. 1, no. 3, Dec. 2018, pp. 1-10, doi:10.35377/saucis.01.03.496233.

Vancouver

1.Adem Dalcalı, Onursal Çetin, Cemil Ocak, Feyzullah Temurtaş. Bir Elektromanyetik Fırlatıcı Bobininde Mermiye Etkiyen Kuvvetin Çok Katmanlı Sinir Ağı ile Kestirimi. SAUCIS. 2018 Dec. 1;1(3):1-10. doi:10.35377/saucis.01.03.496233