Economic power dispatch optimization

With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a...

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Main Author: Ng, Chi Ting
Other Authors: Ponnuthurai Nagaratnam Suganthan
Format: Final Year Project
Language:English
Published: 2017
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Online Access:http://hdl.handle.net/10356/71643
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-716432023-07-07T17:18:42Z Economic power dispatch optimization Ng, Chi Ting Ponnuthurai Nagaratnam Suganthan School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a given set of constraints. With equality and inequality constraints, the power dispatch problem is a highly non-linear optimization problem that requires powerful evolutionary algorithms to solve. In this paper, a form of evolutionary algorithm known as differential evolution is used to minimize the transmission loss in a power system. Variations of the standard differential evolution, such as SHADE, L-SHADE and L-SHADE EpSin, are also applied. Bachelor of Engineering 2017-05-18T03:28:54Z 2017-05-18T03:28:54Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/71643 en Nanyang Technological University 46 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Ng, Chi Ting
Economic power dispatch optimization
description With increasing demands for power and increasing energy scarcity, it is essential that power generation should be as efficient as possible. The power dispatch problem is a real-world power system problem that aims to schedule a given set of generators to meet the power load demand while fulfilling a given set of constraints. With equality and inequality constraints, the power dispatch problem is a highly non-linear optimization problem that requires powerful evolutionary algorithms to solve. In this paper, a form of evolutionary algorithm known as differential evolution is used to minimize the transmission loss in a power system. Variations of the standard differential evolution, such as SHADE, L-SHADE and L-SHADE EpSin, are also applied.
author2 Ponnuthurai Nagaratnam Suganthan
author_facet Ponnuthurai Nagaratnam Suganthan
Ng, Chi Ting
format Final Year Project
author Ng, Chi Ting
author_sort Ng, Chi Ting
title Economic power dispatch optimization
title_short Economic power dispatch optimization
title_full Economic power dispatch optimization
title_fullStr Economic power dispatch optimization
title_full_unstemmed Economic power dispatch optimization
title_sort economic power dispatch optimization
publishDate 2017
url http://hdl.handle.net/10356/71643
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