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Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems
Renewable portfolio standards are targeting high levels of variable solar photovoltaics (PV) in electric distribution systems, which makes reliability more challenging to maintain for distribution system operators (DSOs). Distributed energy resources (DERs), including smart, connected appliances and...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9706594/ https://www.ncbi.nlm.nih.gov/pubmed/36452268 http://dx.doi.org/10.3390/en13236399 |
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author | Almassalkhi, Mads Brahma, Sarnaduti Nazir, Nawaf Ossareh, Hamid Racherla, Pavan Kundu, Soumya Nandanoori, Sai Pushpak Ramachandran, Thiagarajan Singhal, Ankit Gayme, Dennice Ji, Chengda Mallada, Enrique Shen, Yue You, Pengcheng Anand, Dhananjay |
author_facet | Almassalkhi, Mads Brahma, Sarnaduti Nazir, Nawaf Ossareh, Hamid Racherla, Pavan Kundu, Soumya Nandanoori, Sai Pushpak Ramachandran, Thiagarajan Singhal, Ankit Gayme, Dennice Ji, Chengda Mallada, Enrique Shen, Yue You, Pengcheng Anand, Dhananjay |
author_sort | Almassalkhi, Mads |
collection | PubMed |
description | Renewable portfolio standards are targeting high levels of variable solar photovoltaics (PV) in electric distribution systems, which makes reliability more challenging to maintain for distribution system operators (DSOs). Distributed energy resources (DERs), including smart, connected appliances and PV inverters, represent responsive grid resources that can provide flexibility to support the DSO in actively managing their networks to facilitate reliability under extreme levels of solar PV. This flexibility can also be used to optimize system operations with respect to economic signals from wholesale energy and ancillary service markets. Here, we present a novel hierarchical scheme that actively controls behind-the-meter DERs to reliably manage each unbalanced distribution feeder and exploits the available flexibility to ensure reliable operation and economically optimizes the entire distribution network. Each layer of the scheme employs advanced optimization methods at different timescales to ensure that the system operates within both grid and device limits. The hierarchy is validated in a large-scale realistic simulation based on data from the industry. Simulation results show that coordination of flexibility improves both system reliability and economics, and enables greater penetration of solar PV. Discussion is also provided on the practical viability of the required communications and controls to implement the presented scheme within a large DSO. |
format | Online Article Text |
id | pubmed-9706594 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
spelling | pubmed-97065942022-11-29 Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems Almassalkhi, Mads Brahma, Sarnaduti Nazir, Nawaf Ossareh, Hamid Racherla, Pavan Kundu, Soumya Nandanoori, Sai Pushpak Ramachandran, Thiagarajan Singhal, Ankit Gayme, Dennice Ji, Chengda Mallada, Enrique Shen, Yue You, Pengcheng Anand, Dhananjay Energies (Basel) Article Renewable portfolio standards are targeting high levels of variable solar photovoltaics (PV) in electric distribution systems, which makes reliability more challenging to maintain for distribution system operators (DSOs). Distributed energy resources (DERs), including smart, connected appliances and PV inverters, represent responsive grid resources that can provide flexibility to support the DSO in actively managing their networks to facilitate reliability under extreme levels of solar PV. This flexibility can also be used to optimize system operations with respect to economic signals from wholesale energy and ancillary service markets. Here, we present a novel hierarchical scheme that actively controls behind-the-meter DERs to reliably manage each unbalanced distribution feeder and exploits the available flexibility to ensure reliable operation and economically optimizes the entire distribution network. Each layer of the scheme employs advanced optimization methods at different timescales to ensure that the system operates within both grid and device limits. The hierarchy is validated in a large-scale realistic simulation based on data from the industry. Simulation results show that coordination of flexibility improves both system reliability and economics, and enables greater penetration of solar PV. Discussion is also provided on the practical viability of the required communications and controls to implement the presented scheme within a large DSO. 2022 /pmc/articles/PMC9706594/ /pubmed/36452268 http://dx.doi.org/10.3390/en13236399 Text en https://creativecommons.org/licenses/by/4.0/This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ). |
spellingShingle | Article Almassalkhi, Mads Brahma, Sarnaduti Nazir, Nawaf Ossareh, Hamid Racherla, Pavan Kundu, Soumya Nandanoori, Sai Pushpak Ramachandran, Thiagarajan Singhal, Ankit Gayme, Dennice Ji, Chengda Mallada, Enrique Shen, Yue You, Pengcheng Anand, Dhananjay Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems |
title | Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems |
title_full | Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems |
title_fullStr | Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems |
title_full_unstemmed | Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems |
title_short | Hierarchical, Grid-Aware, and Economically Optimal Coordination of Distributed Energy Resources in Realistic Distribution Systems |
title_sort | hierarchical, grid-aware, and economically optimal coordination of distributed energy resources in realistic distribution systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9706594/ https://www.ncbi.nlm.nih.gov/pubmed/36452268 http://dx.doi.org/10.3390/en13236399 |
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