Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization

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 approache...

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Main Authors: Hery Teguh Setiawan, Arrizka Asyriati Adipradana
Format: Article
Language:English
Published: Khairun University, Faculty of Engineering, Department of Electrical Engineering 2021-09-01
Series:Protek: Jurnal Ilmiah Teknik Elektro
Subjects:
Online Access:https://ejournal.unkhair.ac.id/index.php/protk/article/view/2664
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author Hery Teguh Setiawan
Arrizka Asyriati Adipradana
author_facet Hery Teguh Setiawan
Arrizka Asyriati Adipradana
author_sort Hery Teguh Setiawan
collection DOAJ
description 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.
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publisher Khairun University, Faculty of Engineering, Department of Electrical Engineering
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spelling doaj.art-179a3be4788548eba8babaefec8f23492023-01-03T10:33:45ZengKhairun University, Faculty of Engineering, Department of Electrical EngineeringProtek: Jurnal Ilmiah Teknik Elektro2354-89242527-95722021-09-0182646710.33387/protk.v8i2.26641946Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm OptimizationHery Teguh Setiawan0Arrizka Asyriati Adipradana1Universitas TidarProgram Studi Teknik Sipil Universitas TidarHydraulically, 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.https://ejournal.unkhair.ac.id/index.php/protk/article/view/2664optimizationnumerical methodpso.
spellingShingle Hery Teguh Setiawan
Arrizka Asyriati Adipradana
Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization
Protek: Jurnal Ilmiah Teknik Elektro
optimization
numerical method
pso.
title Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization
title_full Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization
title_fullStr Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization
title_full_unstemmed Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization
title_short Prediksi Perilaku Aliran di Belokan Saluran menggunakan Particle Swarm Optimization
title_sort prediksi perilaku aliran di belokan saluran menggunakan particle swarm optimization
topic optimization
numerical method
pso.
url https://ejournal.unkhair.ac.id/index.php/protk/article/view/2664
work_keys_str_mv AT heryteguhsetiawan prediksiperilakualirandibelokansaluranmenggunakanparticleswarmoptimization
AT arrizkaasyriatiadipradana prediksiperilakualirandibelokansaluranmenggunakanparticleswarmoptimization