Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization

Hery Teguh Setiawan, Arrizka Asyriati Adipradana

Abstract


Hydraulically, the flow behavior in straight and turning lines is different because it is influenced by geometric factors and other related hydraulic parameters. The hydraulic behavior of straight and turning lines has been widely studied by means of theoretical, experimental and numerical approaches. The theoretical approach is very limited and still leaves many questions, while the experimental approach requires large research costs, so that the numerical approach through computation can be used as a reliable alternative research as long as it is based on a theoretical basis and valid experimental data. The purpose of this research is to analyze and predict the flow behavior of channel bends using Particle Swarm Optimization (PSO).  optimization algorithm. The results obtained indicate that the PSO can be relied upon in modeling the fluid flow velocity at the channel bends with an average error percentage of 8% compared to the measured data.


Keywords


Optimization; Numerical Method; PSO.

References


Sumiyadi, “ALIRAN PADA SALURAN MENIKUNG DASAR RATA DAN DASAR TERGERUS (Flow on Flat and Eroded-Bed Curved Channel),†Univ. Gadjah Mada, pp. 1–34, 2014.

A. Y. Adipradana, “KARAKTERISTIKA ALIRAN PRIMER DAN SEKUNDER PADA BELOKAN SALURAN,†vol. 7, pp. 219–232, 2014.

S. Londhe and S. Gavraskar, “Stream flow forecasting using least square support vector regression,†J. Soft Comput. Civ. 2018, [Online]. Available: http://www.jsoftcivil.com/index.php/index/journal/journal/article_54124.html.

O. Boulariah, M. Meddi, and A. Longobardi, “Assessment of prediction performances of stochastic and conceptual hydrological models: monthly stream flow prediction in northwestern Algeria,†Arab. J. Geosci., 2019, [Online]. Available: https://link.springer.com/article/10.1007/s12517-019-

-5.

R. M. Adnan, Z. Liang, S. Trajkovic, M. Zounemat-Kermani, B. Li, and O. Kisi, “Daily streamflow prediction using optimally pruned extreme learning machine,†J. Hydrol., vol. 577, no. May, 2019, doi: 10.1016/j.jhydrol.2019.123981.

I. K. Marchevskii and V. V Puzikova, “Numerical simulation of the flow around two circular airfoils positioned across the stream using the LS-STAG method,†J. Mach. Manuf, 2017, [Online]. Available: https://link.springer.com/article/10.3103/S105261881702011X.

A. Shahbazi, A. M. A. Ali, and F. Radmanesh, “Ensemble Stream Flow Prediction (ESP) Using Hybrid Rainfall Runoff Model (Case study: Roud Zard Basin).†(JISE) (SCIENTIFIC JOURNAL OF. 2017.

W. Chong, Z. Lin-Jing, W. Qing, C. Lian-Hai, “Estimation of landscape pattern change on stream flow using SWAT-VRR,†Eur. J, 2020, [Online]. Available: https://www.tandfonline.com/doi/abs/10.1080/22797254.2020.1790994.

A. Varughese, “Modelling stream flow using swat model: A case study of Thuthapuzha river Basin, Kerala,†Int. J. Farm Sci., 2020, [Online]. Available: https://www.indianjournals.com/ijor.aspx?target=ijor:ijfs&volume=10&issue=2&article=016.

F. Naseri, M. Azari, and M. T. Dastoorani, “Simulation of stream flow and sediment yield in Fariman dam watershed using SWAT model and genetic algorithm.†J. Water Soil, 2018, [Online]. Available: https://www.cabdirect.org/cabdirect/abstract/20193051141.




DOI: https://doi.org/10.33387/protk.v8i2.2664

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.



Editorial Office :
Protek : Jurnal Ilmiah Teknik Elektro
Department of Electrical Engineering. Faculty of Engineering. Universitas Khairun.
Address: Jusuf Abdulrahman 53 Gambesi, Ternate City, Indonesia.
Email: protek@unkhair.ac.id, WhatsApp: +6282292852552
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

View Stat Protek

https://revistas.unilasalle.edu.br/

https://e-journal.unmas.ac.id/jia/

https://revue.umc.edu.dz/

https://pcient.uner.edu.ar/

https://www.showmanfurniture.com/contact-us/

https://www.sprinklersystemsofsanantonio.com/backflow-testing/

https://realestateofyubasutter.com/

https://www.michaelsmithmusic.com/

POSTOTO787

Slot777

POSTOTO787

POSTOTO787

POSTOTO787

POSTOTO787

POSTOTO787

mega888 android

mega888 ios

mega888 login

mega

pussy888

mega888

mega888

mega888 apk

mega888 ios

mega888 android

mega888 game

mega888 download

mega888 free credit

mega888 free test id

mega888 original

918kiss

pussy888

ntc33

joker123

xe88

ace333

mega888

mega888 download

mega888 ios

mega888 original

mega888 online casino

mega888 games

mega888

mega888

pussy888

918kiss

xe88

joker123

ntc33

mega888

918kiss

pussy888

joker123

xe88

ntc33

mega888

mega888 game

mega888 apk

mega888 apk

mega888

mega888

mega888 malaysia

mega888

mega888

mega888

mega888

mega888

mega888

mega888

pussy888

mega888 game

kiss918

kiss918

mega888 download

SLOT GACOR

BANDAR SLOT

SLOT QRIS

SLOT TERPERCAYA

GAMPANG MAXWIN

RTP GACOR

Slot777

Slot88

SITUS GACOR

12SPIN

12BET

12WIN

mega888

slot malaysia

CASINO JR

12SPIN

12SPIN

12SPIN

BANDAR SLOT

AGEN SLOT

BRI303

BRI303