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Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings
The optimal management of flexible loads and generation sources such as battery storage systems in buildings is often concerned with minimizing electricity costs. There is an increasing need to managed flexible resources in a way that minimises both costs and carbon emissions. Minimising emissions o...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328010/ https://www.ncbi.nlm.nih.gov/pubmed/35915732 http://dx.doi.org/10.1186/s42162-022-00216-5 |
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author | Aryai, Vahid Goldsworthy, Mark |
author_facet | Aryai, Vahid Goldsworthy, Mark |
author_sort | Aryai, Vahid |
collection | PubMed |
description | The optimal management of flexible loads and generation sources such as battery storage systems in buildings is often concerned with minimizing electricity costs. There is an increasing need to managed flexible resources in a way that minimises both costs and carbon emissions. Minimising emissions of grid consumed electricity requires quantification of the carbon emissions intensity of the electricity grid, so first we develop a real-time emission intensity model of the Australian National Energy Market using a power-flow tracing approach. This model reveals that electricity price signals currently do not drive consumers toward using electricity at times of lower emissions. For example, the mean and peak emissions intensity during low electricity tariff periods are the same or slightly higher than those during high tariff periods, while the 30-min wholesale electricity price in each region has no significant correlation with the emissions intensity of electricity consumed in that region. The emissions model is then used to investigate the extent to which controlling a battery storage system to minimise costs under existing electricity tariff structures also leads to minimisation of greenhouse gas emissions for a case study commercial office building. Results show that reducing emissions does indeed come at the expense of increasing costs. For example, annual operating cost savings reduced from 31% to 20% when the battery control was changed from minimising costs to minimising emissions. This has important implications for buildings seeking to reduce emissions as well as for the design of electricity tariffs. |
format | Online Article Text |
id | pubmed-9328010 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-93280102022-07-28 Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings Aryai, Vahid Goldsworthy, Mark Energy Inform Research The optimal management of flexible loads and generation sources such as battery storage systems in buildings is often concerned with minimizing electricity costs. There is an increasing need to managed flexible resources in a way that minimises both costs and carbon emissions. Minimising emissions of grid consumed electricity requires quantification of the carbon emissions intensity of the electricity grid, so first we develop a real-time emission intensity model of the Australian National Energy Market using a power-flow tracing approach. This model reveals that electricity price signals currently do not drive consumers toward using electricity at times of lower emissions. For example, the mean and peak emissions intensity during low electricity tariff periods are the same or slightly higher than those during high tariff periods, while the 30-min wholesale electricity price in each region has no significant correlation with the emissions intensity of electricity consumed in that region. The emissions model is then used to investigate the extent to which controlling a battery storage system to minimise costs under existing electricity tariff structures also leads to minimisation of greenhouse gas emissions for a case study commercial office building. Results show that reducing emissions does indeed come at the expense of increasing costs. For example, annual operating cost savings reduced from 31% to 20% when the battery control was changed from minimising costs to minimising emissions. This has important implications for buildings seeking to reduce emissions as well as for the design of electricity tariffs. Springer International Publishing 2022-07-27 2022 /pmc/articles/PMC9328010/ /pubmed/35915732 http://dx.doi.org/10.1186/s42162-022-00216-5 Text en © The Author(s) 2022 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 Aryai, Vahid Goldsworthy, Mark Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings |
title | Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings |
title_full | Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings |
title_fullStr | Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings |
title_full_unstemmed | Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings |
title_short | Controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings |
title_sort | controlling electricity storage to balance electricity costs and greenhouse gas emissions in buildings |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9328010/ https://www.ncbi.nlm.nih.gov/pubmed/35915732 http://dx.doi.org/10.1186/s42162-022-00216-5 |
work_keys_str_mv | AT aryaivahid controllingelectricitystoragetobalanceelectricitycostsandgreenhousegasemissionsinbuildings AT goldsworthymark controllingelectricitystoragetobalanceelectricitycostsandgreenhousegasemissionsinbuildings |