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Pump scheduling optimization model for water supply system using AWGA

The water supply system has a high operational cost associated with its operations. This is characteristically due to the operations of the pumps that consume significantly high amount of electric energy. In order to minimize the electric energy consumption and reduce the maintenance cost of the sys...

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Main Authors: Folorunso, Taliha Abiodun, Ismail, Fatimah Sham
Format: Conference or Workshop Item
Published: 2013
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/51264/
http://ieeexplore.ieee.org/document/6612367/
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spelling my.utm.512642017-09-04T16:16:34Z http://eprints.utm.my/id/eprint/51264/ Pump scheduling optimization model for water supply system using AWGA Folorunso, Taliha Abiodun Ismail, Fatimah Sham TK Electrical engineering. Electronics Nuclear engineering The water supply system has a high operational cost associated with its operations. This is characteristically due to the operations of the pumps that consume significantly high amount of electric energy. In order to minimize the electric energy consumption and reduce the maintenance cost of the system, this paper proposes the use of an Adaptive Weighted sum Genetic Algorithm (AWGA) in creating an optimal pump schedule, which can minimize the cost of electricity and satisfy the constraint of the maximum and minimum levels of water in the reservoir as well. The Adaptive weighted sum GA is based on popular weighted sum approach GA for multi-objective optimization problem wherein the weights multipliers of the individual fitness functions are adaptively selected. The algorithm has been tested using a hypothetical case study and promising results have been obtained and presented. 2013 Conference or Workshop Item PeerReviewed Folorunso, Taliha Abiodun and Ismail, Fatimah Sham (2013) Pump scheduling optimization model for water supply system using AWGA. In: 2013 IEEE Symposium on Computers & Informatics (ISCI), 7th-9th April 2013, Langkawi, Malaysia. http://ieeexplore.ieee.org/document/6612367/
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Folorunso, Taliha Abiodun
Ismail, Fatimah Sham
Pump scheduling optimization model for water supply system using AWGA
description The water supply system has a high operational cost associated with its operations. This is characteristically due to the operations of the pumps that consume significantly high amount of electric energy. In order to minimize the electric energy consumption and reduce the maintenance cost of the system, this paper proposes the use of an Adaptive Weighted sum Genetic Algorithm (AWGA) in creating an optimal pump schedule, which can minimize the cost of electricity and satisfy the constraint of the maximum and minimum levels of water in the reservoir as well. The Adaptive weighted sum GA is based on popular weighted sum approach GA for multi-objective optimization problem wherein the weights multipliers of the individual fitness functions are adaptively selected. The algorithm has been tested using a hypothetical case study and promising results have been obtained and presented.
format Conference or Workshop Item
author Folorunso, Taliha Abiodun
Ismail, Fatimah Sham
author_facet Folorunso, Taliha Abiodun
Ismail, Fatimah Sham
author_sort Folorunso, Taliha Abiodun
title Pump scheduling optimization model for water supply system using AWGA
title_short Pump scheduling optimization model for water supply system using AWGA
title_full Pump scheduling optimization model for water supply system using AWGA
title_fullStr Pump scheduling optimization model for water supply system using AWGA
title_full_unstemmed Pump scheduling optimization model for water supply system using AWGA
title_sort pump scheduling optimization model for water supply system using awga
publishDate 2013
url http://eprints.utm.my/id/eprint/51264/
http://ieeexplore.ieee.org/document/6612367/
_version_ 1643652988440412160
score 13.211869

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