基于SEP 2.0和SAE标准的电动汽车智能充电系统

Takayuki Shimizu, Akihisa Yokoyama, Kazuma Sato, Kunihiko Kumita
{"title":"基于SEP 2.0和SAE标准的电动汽车智能充电系统","authors":"Takayuki Shimizu, Akihisa Yokoyama, Kazuma Sato, Kunihiko Kumita","doi":"10.1109/SmartGridComm.2014.7007728","DOIUrl":null,"url":null,"abstract":"In this paper, we consider smart charging systems for plug-in electric vehicles. We formulate an optimization problem of smart charging scheduling in which the charging schedule is optimized so that it supplies sufficient electricity for the next trip and also minimizes the charging cost under given time-of-use (TOU) rate structures while it follows demand response (DR) events requested by a utility, and we also present an algorithm to solve the optimization problem. To validate the effectiveness of our smart charging system, we first developed and implemented a smart charging system using SEP 2.0 and SAE J2836/2847/J2931 and conducted demonstration experiments in which a total of 10 customers of Duke Energy regularly used our developed system for approximately one year with simulated TOU rate structures and DR events. We also present the results of the experiments for our developed smart charging system to show the cost benefits for users without forcing their patience and the impact on peak demand shift by the user-friendly system.","PeriodicalId":6499,"journal":{"name":"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)","volume":"77 1","pages":"692-697"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Smart charging system for PEV based on SEP 2.0 and SAE standards\",\"authors\":\"Takayuki Shimizu, Akihisa Yokoyama, Kazuma Sato, Kunihiko Kumita\",\"doi\":\"10.1109/SmartGridComm.2014.7007728\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we consider smart charging systems for plug-in electric vehicles. We formulate an optimization problem of smart charging scheduling in which the charging schedule is optimized so that it supplies sufficient electricity for the next trip and also minimizes the charging cost under given time-of-use (TOU) rate structures while it follows demand response (DR) events requested by a utility, and we also present an algorithm to solve the optimization problem. To validate the effectiveness of our smart charging system, we first developed and implemented a smart charging system using SEP 2.0 and SAE J2836/2847/J2931 and conducted demonstration experiments in which a total of 10 customers of Duke Energy regularly used our developed system for approximately one year with simulated TOU rate structures and DR events. We also present the results of the experiments for our developed smart charging system to show the cost benefits for users without forcing their patience and the impact on peak demand shift by the user-friendly system.\",\"PeriodicalId\":6499,\"journal\":{\"name\":\"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)\",\"volume\":\"77 1\",\"pages\":\"692-697\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SmartGridComm.2014.7007728\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE International Conference on Smart Grid Communications (SmartGridComm)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SmartGridComm.2014.7007728","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

本文主要研究插电式电动汽车的智能充电系统。提出了智能充电调度优化问题,即在给定的分时电价(TOU)费率结构下,在满足电力公司的需求响应(DR)事件的同时,优化充电调度,使充电成本最小化,并给出了求解优化问题的算法。为了验证我们的智能充电系统的有效性,我们首先使用SEP 2.0和SAE J2836/2847/J2931开发并实现了一个智能充电系统,并进行了演示实验,在实验中,共有10个杜克能源公司的客户定期使用我们开发的系统大约一年,模拟了分时电价结构和DR事件。我们还介绍了我们开发的智能充电系统的实验结果,以显示用户在不强迫他们耐心的情况下获得的成本效益以及用户友好型系统对高峰需求转移的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Smart charging system for PEV based on SEP 2.0 and SAE standards
In this paper, we consider smart charging systems for plug-in electric vehicles. We formulate an optimization problem of smart charging scheduling in which the charging schedule is optimized so that it supplies sufficient electricity for the next trip and also minimizes the charging cost under given time-of-use (TOU) rate structures while it follows demand response (DR) events requested by a utility, and we also present an algorithm to solve the optimization problem. To validate the effectiveness of our smart charging system, we first developed and implemented a smart charging system using SEP 2.0 and SAE J2836/2847/J2931 and conducted demonstration experiments in which a total of 10 customers of Duke Energy regularly used our developed system for approximately one year with simulated TOU rate structures and DR events. We also present the results of the experiments for our developed smart charging system to show the cost benefits for users without forcing their patience and the impact on peak demand shift by the user-friendly system.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Household Level Electricity Load Forecasting Using Echo State Network Roaming electric vehicle charging and billing: An anonymous multi-user protocol Generating realistic Smart Grid communication topologies based on real-data Cooperative closed-loop MIMO selective transmissions in a HV environment Integration of V2H/V2G hybrid system for demand response in distribution network
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1