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Using EV charging control to provide building load flexibility
Buildings are responsible for a significant fraction of the overall electrical load. Given the increasing penetration of renewables into the generation mix, it is important to make building loads flexible, to better match the variability in generation. Of course, building loads can be made arbitrari...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10014656/ https://www.ncbi.nlm.nih.gov/pubmed/36936407 http://dx.doi.org/10.1186/s42162-023-00261-8 |
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author | Bhundar, Harsimrat Singh Golab, Lukasz Keshav, Srinivasan |
author_facet | Bhundar, Harsimrat Singh Golab, Lukasz Keshav, Srinivasan |
author_sort | Bhundar, Harsimrat Singh |
collection | PubMed |
description | Buildings are responsible for a significant fraction of the overall electrical load. Given the increasing penetration of renewables into the generation mix, it is important to make building loads flexible, to better match the variability in generation. Of course, building loads can be made arbitrarily flexible using sufficient stationary storage, but this comes at considerable cost. In this paper, we investigate how to reduce this cost by exploiting electric vehicle (EV) charging control for unidirectional and bidirectional charging. Specifically, we design a model-predictive control algorithm to reshape building load to match a specified load shape. In realistic settings and for two use cases, we investigate the degree to which the amount of stationary storage is reduced using EV charging control. In both cases, we find that our controller reduces the need for stationary storage compared to existing solutions. Moreover, bidirectional EV charging control substantially reduces the required amount of stationary storage. |
format | Online Article Text |
id | pubmed-10014656 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-100146562023-03-16 Using EV charging control to provide building load flexibility Bhundar, Harsimrat Singh Golab, Lukasz Keshav, Srinivasan Energy Inform Research Buildings are responsible for a significant fraction of the overall electrical load. Given the increasing penetration of renewables into the generation mix, it is important to make building loads flexible, to better match the variability in generation. Of course, building loads can be made arbitrarily flexible using sufficient stationary storage, but this comes at considerable cost. In this paper, we investigate how to reduce this cost by exploiting electric vehicle (EV) charging control for unidirectional and bidirectional charging. Specifically, we design a model-predictive control algorithm to reshape building load to match a specified load shape. In realistic settings and for two use cases, we investigate the degree to which the amount of stationary storage is reduced using EV charging control. In both cases, we find that our controller reduces the need for stationary storage compared to existing solutions. Moreover, bidirectional EV charging control substantially reduces the required amount of stationary storage. Springer International Publishing 2023-03-14 2023 /pmc/articles/PMC10014656/ /pubmed/36936407 http://dx.doi.org/10.1186/s42162-023-00261-8 Text en © The Author(s) 2023, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Bhundar, Harsimrat Singh Golab, Lukasz Keshav, Srinivasan Using EV charging control to provide building load flexibility |
title | Using EV charging control to provide building load flexibility |
title_full | Using EV charging control to provide building load flexibility |
title_fullStr | Using EV charging control to provide building load flexibility |
title_full_unstemmed | Using EV charging control to provide building load flexibility |
title_short | Using EV charging control to provide building load flexibility |
title_sort | using ev charging control to provide building load flexibility |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10014656/ https://www.ncbi.nlm.nih.gov/pubmed/36936407 http://dx.doi.org/10.1186/s42162-023-00261-8 |
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