Electric vehicle charging measurements in the Nordic environment - charging profile dependence on ambient temperature
Year of publication
2023
Authors
Tikka Ville; Räisänen Otto; Haapaniemi Jouni; Mendes Gonçalo; Lassila Jukka; Honkapuro Samuli
Abstract
This paper aims at providing further understanding of electric vehicle (EV) charging in a cold environment by providing an overview of laboratory tests conducted for several EVs. The paper describes the laboratory test process and the main findings of the laboratory mea- surements. The measurement results and stochastic load modeling show that the energy demand increases signif- icantly over wintertime charging sessions. The increased energy demand also increases peak loads in the distribu- tion networks. In Nordic distribution grids, EV charging peak loads often overlap baseload peaks, creating incen- tives to manage charging in a smart way. The increased energy content and additional preheating power cause a need to rethink smart charging applications. As the main outcome of the paper, the laboratory routine is described with the measurement results of four EVs and one plug- in hybrid electric vehicle (PHEV). As the main result, the study shows that the temperature dependence is among the key variables to be added to the stochastic EV charging load modeling in cold environment areas.
Show moreOrganizations and authors
LUT University
Haapaniemi Jouni
Publication type
Publication format
Article
Parent publication type
Conference
Article type
Other article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A4 Article in conference proceedingsPublication channel information
Parent publication name
27th International Conference on Electricity Distribution (CIRED 2023)
Conference
Article number
11183
Pages
3240-3244
ISBN
Publication forum
Publication forum level
1
Open access
Open access in the publisher’s service
No
Open access of publication channel
Partially open publication channel
Self-archived
Yes
Other information
Fields of science
Electronic, automation and communications engineering, electronics
Keywords
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Internationality of the publisher
International
International co-publication
No
Co-publication with a company
No
DOI
10.1049/icp.2023.0873
The publication is included in the Ministry of Education and Culture’s Publication data collection
Yes