{"title":"Analyzing the Impact of Electric Vehicles on Local Energy Systems using Digital Twins","authors":"Daniel René Bayer, Marco Pruckner","doi":"arxiv-2408.10763","DOIUrl":null,"url":null,"abstract":"The electrification of the transportation and heating sector, the so-called\nsector coupling, is one of the core elements to achieve independence from\nfossil fuels. As it highly affects the electricity demand, especially on the\nlocal level, the integrated modeling and simulation of all sectors is a\npromising approach for analyzing design decisions or complex control\nstrategies. This paper analyzes the increase in electricity demand resulting\nfrom sector coupling, mainly due to integrating electric vehicles into urban\nenergy systems. Therefore, we utilize a digital twin of an existing local\nenergy system and extend it with a mobility simulation model to evaluate the\nimpact of electric vehicles on the distribution grid level. Our findings\nindicate a significant rise in annual electricity consumption attributed to\nelectric vehicles, with home charging alone resulting in a 78% increase.\nHowever, we demonstrate that integrating photovoltaic and battery energy\nstorage systems can effectively mitigate this rise.","PeriodicalId":501315,"journal":{"name":"arXiv - CS - Multiagent Systems","volume":"19 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Multiagent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2408.10763","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 electrification of the transportation and heating sector, the so-called
sector coupling, is one of the core elements to achieve independence from
fossil fuels. As it highly affects the electricity demand, especially on the
local level, the integrated modeling and simulation of all sectors is a
promising approach for analyzing design decisions or complex control
strategies. This paper analyzes the increase in electricity demand resulting
from sector coupling, mainly due to integrating electric vehicles into urban
energy systems. Therefore, we utilize a digital twin of an existing local
energy system and extend it with a mobility simulation model to evaluate the
impact of electric vehicles on the distribution grid level. Our findings
indicate a significant rise in annual electricity consumption attributed to
electric vehicles, with home charging alone resulting in a 78% increase.
However, we demonstrate that integrating photovoltaic and battery energy
storage systems can effectively mitigate this rise.