Application of artificial neural network to predict the wave characteristics to improve the sea waves and currents forces applied on the jacket platform legs
Other Title(s)
تطبيق الشبكة العصبية الاصطناعية للتنبؤ خصائص الموجة لتحسين قوة الأمواج و التيارات البحرية
Joint Authors
al-Hudayri, Yazid Salim
Sadiqi, Kabir
Source
Journal of Pure and Applied Sciences
Issue
Vol. 18, Issue 4 (31 Dec. 2019), pp.7-12, 6 p.
Publisher
Publication Date
2019-12-31
Country of Publication
Libya
No. of Pages
6
Main Subjects
Abstract EN
It is essential for all offshore structures analysis to estimate the forces generated by the wave and current by developing a program for modeling wave and current forces on offshore structural members.
This study investigates the possibility of utilizing the relatively current technique of artificial neural networks (ANN) to predict the wave characteristics.
Besides, the comparison of ANN models with the most two widely used empirical models included Bretschneider and Sverdrup-Munk and Bretschneider (SMB) equations showed a better performance for ANN models rather than empirical models.
Furthermore, a developed program was studied for calibration and comparison purposes, where the program was checked against well-known professional software package called Structural Analysis Computer System (SACS).
Airy wave theory (linear theory) has been implemented in the present study to calculate the water particles kinematics.
Also, the Morison equation was used for converting the velocity and acceleration terms into resultant forces.
American Psychological Association (APA)
al-Hudayri, Yazid Salim& Sadiqi, Kabir. 2019. Application of artificial neural network to predict the wave characteristics to improve the sea waves and currents forces applied on the jacket platform legs. Journal of Pure and Applied Sciences،Vol. 18, no. 4, pp.7-12.
https://search.emarefa.net/detail/BIM-1200600
Modern Language Association (MLA)
al-Hudayri, Yazid Salim& Sadiqi, Kabir. Application of artificial neural network to predict the wave characteristics to improve the sea waves and currents forces applied on the jacket platform legs. Journal of Pure and Applied Sciences Vol. 18, no. 4 (2019), pp.7-12.
https://search.emarefa.net/detail/BIM-1200600
American Medical Association (AMA)
al-Hudayri, Yazid Salim& Sadiqi, Kabir. Application of artificial neural network to predict the wave characteristics to improve the sea waves and currents forces applied on the jacket platform legs. Journal of Pure and Applied Sciences. 2019. Vol. 18, no. 4, pp.7-12.
https://search.emarefa.net/detail/BIM-1200600
Data Type
Journal Articles
Language
English
Notes
Record ID
BIM-1200600