Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif
This thesis presents a solution for solving Hydrothermal Coordination (HTC) problems using Particle Swarm Optimization (PSO). Scheduling the Hydro and Thermal energy in the most economic manner has become an important task in modern power systems because of the increasing competition in power market...
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2012
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my-uitm-ir.670822023-01-05T03:43:09Z Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif 2012 Abd Latif, Amirul Asraf Production of electric energy or power. Powerplants. Central stations Electric power distribution. Electric power transmission This thesis presents a solution for solving Hydrothermal Coordination (HTC) problems using Particle Swarm Optimization (PSO). Scheduling the Hydro and Thermal energy in the most economic manner has become an important task in modern power systems because of the increasing competition in power market. An important objective in the operation of such a power system is to generate and transmit power to meet the system load demand at minimum fuel cost by an optimal mix of various types of plants. Particle swarm optimization (PSO) algorithm is developed to give the economical cost for hydrothermal generation while fulfill the constraint of thermal and hydro unit. Total generation must meet the demand of the power system. The algorithm is developed using MATLAB program and tested on a system comprising or the one thermal unit and one hydro unit. The results are also compared with those obtained by using Lagrange Multiplier method. This comparison shows that PSO is able give better cost in solving HTC problem. 2012 Thesis https://ir.uitm.edu.my/id/eprint/67082/ https://ir.uitm.edu.my/id/eprint/67082/2/67082.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Electrical Engineering Sheikh Rahimullah, Bibi Norasiqin |
institution |
Universiti Teknologi MARA |
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UiTM Institutional Repository |
language |
English |
advisor |
Sheikh Rahimullah, Bibi Norasiqin |
topic |
Production of electric energy or power Powerplants Central stations Production of electric energy or power Powerplants Central stations |
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Production of electric energy or power Powerplants Central stations Production of electric energy or power Powerplants Central stations Abd Latif, Amirul Asraf Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif |
description |
This thesis presents a solution for solving Hydrothermal Coordination (HTC) problems using Particle Swarm Optimization (PSO). Scheduling the Hydro and Thermal energy in the most economic manner has become an important task in modern power systems because of the increasing competition in power market. An important objective in the operation of such a power system is to generate and transmit power to meet the system load demand at minimum fuel cost by an optimal mix of various types of plants. Particle swarm optimization (PSO) algorithm is developed to give the economical cost for hydrothermal generation while fulfill the constraint of thermal and hydro unit. Total generation must meet the demand of the power system. The algorithm is developed using MATLAB program and tested on a system comprising or the one thermal unit and one hydro unit. The results are also compared with those obtained by using Lagrange Multiplier method. This comparison shows that PSO is able give better cost in solving HTC problem. |
format |
Thesis |
qualification_level |
Bachelor degree |
author |
Abd Latif, Amirul Asraf |
author_facet |
Abd Latif, Amirul Asraf |
author_sort |
Abd Latif, Amirul Asraf |
title |
Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif |
title_short |
Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif |
title_full |
Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif |
title_fullStr |
Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif |
title_full_unstemmed |
Hydro thermal coordination using particle swarm optimization / Amirul Asraf Abd Latif |
title_sort |
hydro thermal coordination using particle swarm optimization / amirul asraf abd latif |
granting_institution |
Universiti Teknologi MARA (UiTM) |
granting_department |
Faculty of Electrical Engineering |
publishDate |
2012 |
url |
https://ir.uitm.edu.my/id/eprint/67082/2/67082.pdf |
_version_ |
1783735658031874048 |