Formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources
Abstract Extreme weather events that are increasing in frequency and impact can cause extended disruptions to power grids. To increase the resilience of power grids, focus is shifting from infrastructure hardening to quickening the restoration of distribution systems after a disaster. One method to...
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Wiley
2021
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oai:doaj.org-article:e56d8522b5c2425796b7943c048eefcc2021-11-19T06:50:34ZFormation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources2051-330510.1049/tje2.12057https://doaj.org/article/e56d8522b5c2425796b7943c048eefcc2021-11-01T00:00:00Zhttps://doi.org/10.1049/tje2.12057https://doaj.org/toc/2051-3305Abstract Extreme weather events that are increasing in frequency and impact can cause extended disruptions to power grids. To increase the resilience of power grids, focus is shifting from infrastructure hardening to quickening the restoration of distribution systems after a disaster. One method to achieve this is through the use of microgrids leveraging distributed generation in islanded mode. While much work has been done in using microgrids for system restoration, the stochastic nature of distributed energy resources (DERs) have so far been neglected. Here, a data‐driven approach to leverage stochastic DERs to form ad hoc microgrids to supply local critical loads prior to wide‐scale system restoration is presented. The proposed method is tested on a modified IEEE European LV Test Feeder. Results show that considering the stochastic nature of the resources during microgrid formation greatly affects their supply adequacy confidence levels.Jun‐Xing ChinGabriela HugWileyarticleEngineering (General). Civil engineering (General)TA1-2040ENThe Journal of Engineering, Vol 2021, Iss 11, Pp 705-714 (2021) |
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Engineering (General). Civil engineering (General) TA1-2040 Jun‐Xing Chin Gabriela Hug Formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources |
description |
Abstract Extreme weather events that are increasing in frequency and impact can cause extended disruptions to power grids. To increase the resilience of power grids, focus is shifting from infrastructure hardening to quickening the restoration of distribution systems after a disaster. One method to achieve this is through the use of microgrids leveraging distributed generation in islanded mode. While much work has been done in using microgrids for system restoration, the stochastic nature of distributed energy resources (DERs) have so far been neglected. Here, a data‐driven approach to leverage stochastic DERs to form ad hoc microgrids to supply local critical loads prior to wide‐scale system restoration is presented. The proposed method is tested on a modified IEEE European LV Test Feeder. Results show that considering the stochastic nature of the resources during microgrid formation greatly affects their supply adequacy confidence levels. |
format |
article |
author |
Jun‐Xing Chin Gabriela Hug |
author_facet |
Jun‐Xing Chin Gabriela Hug |
author_sort |
Jun‐Xing Chin |
title |
Formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources |
title_short |
Formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources |
title_full |
Formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources |
title_fullStr |
Formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources |
title_full_unstemmed |
Formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources |
title_sort |
formation of ad hoc microgrids for prompt critical load pickup during blackouts by leveraging stochastic distributed energy resources |
publisher |
Wiley |
publishDate |
2021 |
url |
https://doaj.org/article/e56d8522b5c2425796b7943c048eefcc |
work_keys_str_mv |
AT junxingchin formationofadhocmicrogridsforpromptcriticalloadpickupduringblackoutsbyleveragingstochasticdistributedenergyresources AT gabrielahug formationofadhocmicrogridsforpromptcriticalloadpickupduringblackoutsbyleveragingstochasticdistributedenergyresources |
_version_ |
1718420347068350464 |