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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
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.
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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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