STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM

The need of thermal generation on fossil fuels with the amount of available dwindling and increasingly expensive, making the cost of production of electrical energy is increasing. Optimal power flow is one of solution to optimize the production costs while maintaining system security constraints. Th...

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Main Author: ABIDIN, ZAINAL
Format: Theses and Dissertations NonPeerReviewed
Published: [Yogyakarta] : Universitas Gadjah Mada 2015
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Online Access:https://repository.ugm.ac.id/134517/
http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=77196
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Institution: Universitas Gadjah Mada
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spelling id-ugm-repo.1345172016-04-18T02:42:11Z https://repository.ugm.ac.id/134517/ STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM ABIDIN, ZAINAL Electrical and Electronic Engineering Engineering The need of thermal generation on fossil fuels with the amount of available dwindling and increasingly expensive, making the cost of production of electrical energy is increasing. Optimal power flow is one of solution to optimize the production costs while maintaining system security constraints. This study applies bat algorithm (BA) to solve OPF’s problem with active power generator, generator bus voltages, transformator tap ratio and capacitors injection is used as control variables. The effetiveness of the method is tested on IEEE 30 bus system case. Simulation results of IEEE 30 bus system with 2 injection capacitor (2 Q shunt) show that the proposed method can reduce the generation cost of 0.42 $/hour or by 0.05% compared with the genetic algorithm-tournament selection. Simulation results on the IEEE 30 bus system with 9 inejction capacitor (9 Q shunt) show that the proposed method can reduce the generation cost of 0.7 $/hour compared with genetic algorithm-design of experiment (GA-DOE). The simulation results on the Java-Bali 500 kV power system show that the proposed method is able to reduce the generation cost of Rp. 1,370,309,639.00/h or 19.73% compared with the prior optimization using operation data of PT. PLN (Persero). [Yogyakarta] : Universitas Gadjah Mada 2015 Thesis NonPeerReviewed ABIDIN, ZAINAL (2015) STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM. Masters thesis, UGM. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=77196
institution Universitas Gadjah Mada
building UGM Library
country Indonesia
collection Repository Civitas UGM
topic Electrical and Electronic Engineering
Engineering
spellingShingle Electrical and Electronic Engineering
Engineering
ABIDIN, ZAINAL
STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM
description The need of thermal generation on fossil fuels with the amount of available dwindling and increasingly expensive, making the cost of production of electrical energy is increasing. Optimal power flow is one of solution to optimize the production costs while maintaining system security constraints. This study applies bat algorithm (BA) to solve OPF’s problem with active power generator, generator bus voltages, transformator tap ratio and capacitors injection is used as control variables. The effetiveness of the method is tested on IEEE 30 bus system case. Simulation results of IEEE 30 bus system with 2 injection capacitor (2 Q shunt) show that the proposed method can reduce the generation cost of 0.42 $/hour or by 0.05% compared with the genetic algorithm-tournament selection. Simulation results on the IEEE 30 bus system with 9 inejction capacitor (9 Q shunt) show that the proposed method can reduce the generation cost of 0.7 $/hour compared with genetic algorithm-design of experiment (GA-DOE). The simulation results on the Java-Bali 500 kV power system show that the proposed method is able to reduce the generation cost of Rp. 1,370,309,639.00/h or 19.73% compared with the prior optimization using operation data of PT. PLN (Persero).
format Theses and Dissertations
NonPeerReviewed
author ABIDIN, ZAINAL
author_facet ABIDIN, ZAINAL
author_sort ABIDIN, ZAINAL
title STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM
title_short STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM
title_full STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM
title_fullStr STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM
title_full_unstemmed STUDI OPTIMAL POWER FLOW MENGGUNAKAN METODE BAT ALGORITHM
title_sort studi optimal power flow menggunakan metode bat algorithm
publisher [Yogyakarta] : Universitas Gadjah Mada
publishDate 2015
url https://repository.ugm.ac.id/134517/
http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=77196
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