Reducing energy costs in data centres using renewable energy sources and energy storage

Ariel Oleksiak, Wojciech Piątek, K. Kuczynski, Franciszek Sidorski
{"title":"Reducing energy costs in data centres using renewable energy sources and energy storage","authors":"Ariel Oleksiak, Wojciech Piątek, K. Kuczynski, Franciszek Sidorski","doi":"10.1145/2940679.2940684","DOIUrl":null,"url":null,"abstract":"Data centers consume large amounts of energy. In parallel, power grid operators are struggling with reduction of peak energy demands. To cope with this problem automated demand response (ADR) techniques are developed. As data centers are precisely monitored and controlled they are well suited to the participation in ADR programmes. However, shapes of loads in data centres may be variable and not fitting the energy supply. We propose to apply ADR to data centers by adequate scheduling of workloads and the partial use of renewable energy sources (RES) especially during peak hours. As the energy produced by renewable sources may be very variable we investigate the use of energy storage. We present a model, heuristics that minimize overall energy cost and experimental results. We discuss profits for data centers that may come from participation in the demand response programme and the use of renewables energy sources.","PeriodicalId":268208,"journal":{"name":"Proceedings of the 5th International Workshop on Energy Efficient Data Centres","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 5th International Workshop on Energy Efficient Data Centres","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2940679.2940684","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

Data centers consume large amounts of energy. In parallel, power grid operators are struggling with reduction of peak energy demands. To cope with this problem automated demand response (ADR) techniques are developed. As data centers are precisely monitored and controlled they are well suited to the participation in ADR programmes. However, shapes of loads in data centres may be variable and not fitting the energy supply. We propose to apply ADR to data centers by adequate scheduling of workloads and the partial use of renewable energy sources (RES) especially during peak hours. As the energy produced by renewable sources may be very variable we investigate the use of energy storage. We present a model, heuristics that minimize overall energy cost and experimental results. We discuss profits for data centers that may come from participation in the demand response programme and the use of renewables energy sources.
使用可再生能源和能源存储降低数据中心的能源成本
数据中心消耗大量的能源。与此同时,电网运营商正在努力减少高峰能源需求。为了解决这一问题,开发了自动化需求响应(ADR)技术。由于数据中心受到精确的监测和控制,因此非常适合参与ADR方案。然而,数据中心负载的形状可能是可变的,不适合能源供应。我们建议通过适当的工作负载调度和部分使用可再生能源(RES),特别是在高峰时段,将ADR应用于数据中心。由于可再生能源产生的能源可能非常多变,我们研究了能源储存的使用。我们提出了一个模型,启发式最小化总体能源成本和实验结果。我们讨论了数据中心的利润可能来自参与需求响应计划和使用可再生能源。
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