ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm

This paper presents load shifting strategy for cost reduction on manufacturing electricity demand side, by which a real test load profile had been used to prove the concept. Superior bio-inspired algorithm, Ant Colony Optimization (ACO) had been implemented to optimize the upright load profile of lo...

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Published in:Bulletin of Electrical Engineering and Informatics
Main Author: Sulaima M.F.; Dahlan N.Y.; Isa M.H.; Othman M.N.; Yasin Z.M.; Kasdirin H.A.
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2019
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065595087&doi=10.11591%2feei.v8i1.1438&partnerID=40&md5=04ea2d9fd9654dd07c0d74eb3614adcc
id 2-s2.0-85065595087
spelling 2-s2.0-85065595087
Sulaima M.F.; Dahlan N.Y.; Isa M.H.; Othman M.N.; Yasin Z.M.; Kasdirin H.A.
ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
2019
Bulletin of Electrical Engineering and Informatics
8
1
10.11591/eei.v8i1.1438
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065595087&doi=10.11591%2feei.v8i1.1438&partnerID=40&md5=04ea2d9fd9654dd07c0d74eb3614adcc
This paper presents load shifting strategy for cost reduction on manufacturing electricity demand side, by which a real test load profile had been used to prove the concept. Superior bio-inspired algorithm, Ant Colony Optimization (ACO) had been implemented to optimize the upright load profile of load shifting strategy in the Malaysia Enhance Time of Use (ETOU) tariff condition. Subsequently, significant simulation results of operation profit gain through 24 hours electricity consumption had been analyzed properly. The proposed method had shown reduction of approximately 6% of the electricity cost at peak and mid peak zones, when 20%, 40%, 60%, 80% and 100% load shifting weightages were applied to the identified 10% controlled loads consequently. It is hoped that the finding of this study can help poise the manufacturers to switch to ETOU tariff as well as support the national Demand Side Management (DSM) program. © 2019 Institute of Advanced Engineering and Science.
Institute of Advanced Engineering and Science
20893191
English
Article
All Open Access; Gold Open Access
author Sulaima M.F.; Dahlan N.Y.; Isa M.H.; Othman M.N.; Yasin Z.M.; Kasdirin H.A.
spellingShingle Sulaima M.F.; Dahlan N.Y.; Isa M.H.; Othman M.N.; Yasin Z.M.; Kasdirin H.A.
ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
author_facet Sulaima M.F.; Dahlan N.Y.; Isa M.H.; Othman M.N.; Yasin Z.M.; Kasdirin H.A.
author_sort Sulaima M.F.; Dahlan N.Y.; Isa M.H.; Othman M.N.; Yasin Z.M.; Kasdirin H.A.
title ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
title_short ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
title_full ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
title_fullStr ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
title_full_unstemmed ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
title_sort ETOU electricity tariff for manufacturing load shifting strategy using ACO algorithm
publishDate 2019
container_title Bulletin of Electrical Engineering and Informatics
container_volume 8
container_issue 1
doi_str_mv 10.11591/eei.v8i1.1438
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065595087&doi=10.11591%2feei.v8i1.1438&partnerID=40&md5=04ea2d9fd9654dd07c0d74eb3614adcc
description This paper presents load shifting strategy for cost reduction on manufacturing electricity demand side, by which a real test load profile had been used to prove the concept. Superior bio-inspired algorithm, Ant Colony Optimization (ACO) had been implemented to optimize the upright load profile of load shifting strategy in the Malaysia Enhance Time of Use (ETOU) tariff condition. Subsequently, significant simulation results of operation profit gain through 24 hours electricity consumption had been analyzed properly. The proposed method had shown reduction of approximately 6% of the electricity cost at peak and mid peak zones, when 20%, 40%, 60%, 80% and 100% load shifting weightages were applied to the identified 10% controlled loads consequently. It is hoped that the finding of this study can help poise the manufacturers to switch to ETOU tariff as well as support the national Demand Side Management (DSM) program. © 2019 Institute of Advanced Engineering and Science.
publisher Institute of Advanced Engineering and Science
issn 20893191
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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