DISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION

Consumer demands of natural gas as energy sources is expected to be increase. Gas distributor companies have to ensure gas distribution is going properly. Gas was distributed by pipeline network which consists of nodes that represent points of consumer, suppliers and junctions connected by pipe,...

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Main Author: Setya Pratama, Choiryaldi
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/41734
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:41734
spelling id-itb.:417342019-08-30T14:09:15ZDISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION Setya Pratama, Choiryaldi Indonesia Theses gas distribution pressure, complex pipelines network, steady-state flow, Broyden method, Differential Evolution Algorithm (DE) INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/41734 Consumer demands of natural gas as energy sources is expected to be increase. Gas distributor companies have to ensure gas distribution is going properly. Gas was distributed by pipeline network which consists of nodes that represent points of consumer, suppliers and junctions connected by pipe, valve and regulator. Assuming the gas flow is in steady-state and the system model consists of set non-linear continuous equations. The iterative method is widely used to solving non-linear equation system problem such as Newton and Broyden method. However, many iterative methods has a drawback which is depend on initial approximation in order to get convergence solution. Metaheuristic method such as Differential Evolution Algorithm is able to combined to get a close approximation solution that continue as initial approximation. Based on testing with both method Broyden and Hybrid using simple network pipelines has given good result that reached percentage of success is 100% form several tests. But, in using complex pipelines network problem the Hybrid method significantly has given better results than only use Broyden method of success percentage and convergence iteration total, respectively is 83.34% and 2732 iteration. Whereas, only using Broyden method has the results respectively is 60% and 3840 iteration. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Consumer demands of natural gas as energy sources is expected to be increase. Gas distributor companies have to ensure gas distribution is going properly. Gas was distributed by pipeline network which consists of nodes that represent points of consumer, suppliers and junctions connected by pipe, valve and regulator. Assuming the gas flow is in steady-state and the system model consists of set non-linear continuous equations. The iterative method is widely used to solving non-linear equation system problem such as Newton and Broyden method. However, many iterative methods has a drawback which is depend on initial approximation in order to get convergence solution. Metaheuristic method such as Differential Evolution Algorithm is able to combined to get a close approximation solution that continue as initial approximation. Based on testing with both method Broyden and Hybrid using simple network pipelines has given good result that reached percentage of success is 100% form several tests. But, in using complex pipelines network problem the Hybrid method significantly has given better results than only use Broyden method of success percentage and convergence iteration total, respectively is 83.34% and 2732 iteration. Whereas, only using Broyden method has the results respectively is 60% and 3840 iteration.
format Theses
author Setya Pratama, Choiryaldi
spellingShingle Setya Pratama, Choiryaldi
DISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION
author_facet Setya Pratama, Choiryaldi
author_sort Setya Pratama, Choiryaldi
title DISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION
title_short DISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION
title_full DISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION
title_fullStr DISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION
title_full_unstemmed DISTRIBUSI TEKANAN GAS PADA JARINGAN PIPA MENGGUNAKAN METODE HYBRID BROYDEN DAN ALGORITMA DIFFERENTIAL EVOLUTION
title_sort distribusi tekanan gas pada jaringan pipa menggunakan metode hybrid broyden dan algoritma differential evolution
url https://digilib.itb.ac.id/gdl/view/41734
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