Load Balancing in Smart Grids using Multi-Objective Evolutionary Optimization

M. Bouaraki, F. Z. Dekhandji, Lina Amel Abdi, Aem Recioui
{"title":"Load Balancing in Smart Grids using Multi-Objective Evolutionary Optimization","authors":"M. Bouaraki, F. Z. Dekhandji, Lina Amel Abdi, Aem Recioui","doi":"10.51485/AJSS.V6I3.138","DOIUrl":null,"url":null,"abstract":"The work deals with the balance between the supplied and consumed power in a residential area. An optimization task is formulated and solved. The extension of the optimization task formulation to include renewable sources is also provided. It is shown in the results that using the deployed optimization technique, a significant reduction in the energy usage cost and the waiting time of the appliances (delay) for residential consumers can be achieved. This work can be used in smart home and smart cities applications.","PeriodicalId":153848,"journal":{"name":"Algerian Journal of Signals and Systems","volume":"83 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Algerian Journal of Signals and Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.51485/AJSS.V6I3.138","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

The work deals with the balance between the supplied and consumed power in a residential area. An optimization task is formulated and solved. The extension of the optimization task formulation to include renewable sources is also provided. It is shown in the results that using the deployed optimization technique, a significant reduction in the energy usage cost and the waiting time of the appliances (delay) for residential consumers can be achieved. This work can be used in smart home and smart cities applications.
基于多目标进化优化的智能电网负载均衡
这项工作涉及住宅区供用电和用电之间的平衡。制定并求解了优化任务。还提供了优化任务公式的扩展以包括可再生能源。结果表明,使用部署的优化技术,可以显著降低住宅消费者的能源使用成本和电器等待时间(延迟)。这项工作可用于智能家居和智能城市应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信