Microgrid Sizing and Operation

Anindita Golder, F. Bouffard
{"title":"Microgrid Sizing and Operation","authors":"Anindita Golder, F. Bouffard","doi":"10.1109/EPEC52095.2021.9621352","DOIUrl":null,"url":null,"abstract":"The increasing penetration of renewable energy sources and electric vehicles introduce challenges to the methods used in the design and operation of conventional power systems. One major problem is the inherent variability present in them as it introduces supply and demand imbalance. To ensure efficient usage of all resources in the microgrid, it is important that the microgrid is sized appropriately with a proper energy management system to ensure meeting the supply and demand balance. This paper proposes the sizing and operation of microgrid in three steps. In the first step, typical days representing the annual profiles are generated which is then used in a linear optimization problem to select and size the microgrid assets (second step). The results of the design formulation are then used to develop a decision tree-based energy management system (third step). The proposed methods are then used for a remote mine as a case study.","PeriodicalId":102311,"journal":{"name":"2021 IEEE Electrical Power and Energy Conference (EPEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE Electrical Power and Energy Conference (EPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EPEC52095.2021.9621352","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The increasing penetration of renewable energy sources and electric vehicles introduce challenges to the methods used in the design and operation of conventional power systems. One major problem is the inherent variability present in them as it introduces supply and demand imbalance. To ensure efficient usage of all resources in the microgrid, it is important that the microgrid is sized appropriately with a proper energy management system to ensure meeting the supply and demand balance. This paper proposes the sizing and operation of microgrid in three steps. In the first step, typical days representing the annual profiles are generated which is then used in a linear optimization problem to select and size the microgrid assets (second step). The results of the design formulation are then used to develop a decision tree-based energy management system (third step). The proposed methods are then used for a remote mine as a case study.
微电网的规模和运行
可再生能源和电动汽车的日益普及给传统电力系统的设计和运行方法带来了挑战。其中一个主要问题是,它们存在固有的可变性,因为它引入了供需失衡。为了确保微电网中所有资源的有效利用,重要的是微电网的规模适当,并有适当的能源管理系统,以确保满足供需平衡。本文提出了微电网的规模和运行分三步进行。在第一步中,生成代表年度概况的典型日,然后将其用于线性优化问题,以选择和确定微电网资产的大小(第二步)。然后将设计公式的结果用于开发基于决策树的能源管理系统(第三步)。然后将提出的方法用于一个偏远矿山作为案例研究。
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:604180095
Book学术官方微信
小红书