A Convex Approximation for the Tertiary Control of Unbalanced Microgrids
•An OPF algorithm taylored for tertiary control in microgrids is proposed.•This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations.•Power flow equations are simplified using a recently developed approximation based on Wirtinger’s ca...
Gespeichert in:
Veröffentlicht in: | Electric power systems research 2021-10, Vol.199, p.107423, Article 107423 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | 107423 |
container_title | Electric power systems research |
container_volume | 199 |
creator | Ramirez, Diego-Alejandro Garcés, Alejandro Mora-Flórez, Juan-José |
description | •An OPF algorithm taylored for tertiary control in microgrids is proposed.•This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations.•Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus•Simulation results demonstrate the algorithm is suitable for tertiary control.
This article presents an optimization model for tertiary control in three-phase unbalanced microgrids. This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations. Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus. The proposed model is evaluated both theoretically and practically. From the theoretical point of view, the model is suitable for tertiary control since it is convex; hence, global optimum, uniqueness of the solution, and convergence of the interior point method are guaranteed. From the practical point of view, the model is simple enough to be implemented in a small single-board computer with low time calculation. The latter is evaluated by implementing the model in a Raspberry-Pi board with the CIGRE low voltage benchmark; the model is also evaluated in the IEEE 123-nodes test system for power distribution networks. |
doi_str_mv | 10.1016/j.epsr.2021.107423 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2581068800</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0378779621004041</els_id><sourcerecordid>2581068800</sourcerecordid><originalsourceid>FETCH-LOGICAL-c328t-8190fc665a9f514ea589f638c07717f3bb7ad57016d7935395159dd35f48cefa3</originalsourceid><addsrcrecordid>eNp9kM1KAzEUhYMoWKsv4CrgemoymfyBm1LUChU37TpkMolmqJMxmZb27c0wrl1duJxz7zkfAPcYLTDC7LFd2D7FRYlKnBe8KskFmGHBSVGiil2CGSJcFJxLdg1uUmoRQkxyOgPrJVyF7mhPcNn3MZz8tx586KALEQ5fFm5tHLyO51E1xLCHwcFdV-u97oxt4Ls3MXxG36RbcOX0Ptm7vzkHu5fn7WpdbD5e31bLTWFIKYZCYImcYYxq6SiurKZCOkaEQZxj7khdc91Qnjs1XBJKJMVUNg2hrhLGOk3m4GG6m9P-HGwaVBsOscsvVUkFRkwIhLKqnFQ5XkrROtXHXC2eFUZqJKZaNRJTIzE1Ecump8lkc_6jt1El4-3Y00drBtUE_5_9Fw2jc3I</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2581068800</pqid></control><display><type>article</type><title>A Convex Approximation for the Tertiary Control of Unbalanced Microgrids</title><source>Access via ScienceDirect (Elsevier)</source><creator>Ramirez, Diego-Alejandro ; Garcés, Alejandro ; Mora-Flórez, Juan-José</creator><creatorcontrib>Ramirez, Diego-Alejandro ; Garcés, Alejandro ; Mora-Flórez, Juan-José</creatorcontrib><description>•An OPF algorithm taylored for tertiary control in microgrids is proposed.•This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations.•Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus•Simulation results demonstrate the algorithm is suitable for tertiary control.
This article presents an optimization model for tertiary control in three-phase unbalanced microgrids. This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations. Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus. The proposed model is evaluated both theoretically and practically. From the theoretical point of view, the model is suitable for tertiary control since it is convex; hence, global optimum, uniqueness of the solution, and convergence of the interior point method are guaranteed. From the practical point of view, the model is simple enough to be implemented in a small single-board computer with low time calculation. The latter is evaluated by implementing the model in a Raspberry-Pi board with the CIGRE low voltage benchmark; the model is also evaluated in the IEEE 123-nodes test system for power distribution networks.</description><identifier>ISSN: 0378-7796</identifier><identifier>EISSN: 1873-2046</identifier><identifier>DOI: 10.1016/j.epsr.2021.107423</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Approximation ; Convex optimization ; Distributed generation ; Electric power distribution ; Electricity distribution ; Energy storage ; Flow equations ; Linear power flow ; Low voltage ; Mathematical analysis ; Optimal power flow ; Optimization ; Power flow ; Renewable energy sources ; Studies ; Tertiary control ; Unbalance ; Wirtinger calculus</subject><ispartof>Electric power systems research, 2021-10, Vol.199, p.107423, Article 107423</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright Elsevier Science Ltd. Oct 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c328t-8190fc665a9f514ea589f638c07717f3bb7ad57016d7935395159dd35f48cefa3</citedby><cites>FETCH-LOGICAL-c328t-8190fc665a9f514ea589f638c07717f3bb7ad57016d7935395159dd35f48cefa3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.epsr.2021.107423$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>Ramirez, Diego-Alejandro</creatorcontrib><creatorcontrib>Garcés, Alejandro</creatorcontrib><creatorcontrib>Mora-Flórez, Juan-José</creatorcontrib><title>A Convex Approximation for the Tertiary Control of Unbalanced Microgrids</title><title>Electric power systems research</title><description>•An OPF algorithm taylored for tertiary control in microgrids is proposed.•This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations.•Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus•Simulation results demonstrate the algorithm is suitable for tertiary control.
This article presents an optimization model for tertiary control in three-phase unbalanced microgrids. This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations. Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus. The proposed model is evaluated both theoretically and practically. From the theoretical point of view, the model is suitable for tertiary control since it is convex; hence, global optimum, uniqueness of the solution, and convergence of the interior point method are guaranteed. From the practical point of view, the model is simple enough to be implemented in a small single-board computer with low time calculation. The latter is evaluated by implementing the model in a Raspberry-Pi board with the CIGRE low voltage benchmark; the model is also evaluated in the IEEE 123-nodes test system for power distribution networks.</description><subject>Approximation</subject><subject>Convex optimization</subject><subject>Distributed generation</subject><subject>Electric power distribution</subject><subject>Electricity distribution</subject><subject>Energy storage</subject><subject>Flow equations</subject><subject>Linear power flow</subject><subject>Low voltage</subject><subject>Mathematical analysis</subject><subject>Optimal power flow</subject><subject>Optimization</subject><subject>Power flow</subject><subject>Renewable energy sources</subject><subject>Studies</subject><subject>Tertiary control</subject><subject>Unbalance</subject><subject>Wirtinger calculus</subject><issn>0378-7796</issn><issn>1873-2046</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kM1KAzEUhYMoWKsv4CrgemoymfyBm1LUChU37TpkMolmqJMxmZb27c0wrl1duJxz7zkfAPcYLTDC7LFd2D7FRYlKnBe8KskFmGHBSVGiil2CGSJcFJxLdg1uUmoRQkxyOgPrJVyF7mhPcNn3MZz8tx586KALEQ5fFm5tHLyO51E1xLCHwcFdV-u97oxt4Ls3MXxG36RbcOX0Ptm7vzkHu5fn7WpdbD5e31bLTWFIKYZCYImcYYxq6SiurKZCOkaEQZxj7khdc91Qnjs1XBJKJMVUNg2hrhLGOk3m4GG6m9P-HGwaVBsOscsvVUkFRkwIhLKqnFQ5XkrROtXHXC2eFUZqJKZaNRJTIzE1Ecump8lkc_6jt1El4-3Y00drBtUE_5_9Fw2jc3I</recordid><startdate>202110</startdate><enddate>202110</enddate><creator>Ramirez, Diego-Alejandro</creator><creator>Garcés, Alejandro</creator><creator>Mora-Flórez, Juan-José</creator><general>Elsevier B.V</general><general>Elsevier Science Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope></search><sort><creationdate>202110</creationdate><title>A Convex Approximation for the Tertiary Control of Unbalanced Microgrids</title><author>Ramirez, Diego-Alejandro ; Garcés, Alejandro ; Mora-Flórez, Juan-José</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c328t-8190fc665a9f514ea589f638c07717f3bb7ad57016d7935395159dd35f48cefa3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Approximation</topic><topic>Convex optimization</topic><topic>Distributed generation</topic><topic>Electric power distribution</topic><topic>Electricity distribution</topic><topic>Energy storage</topic><topic>Flow equations</topic><topic>Linear power flow</topic><topic>Low voltage</topic><topic>Mathematical analysis</topic><topic>Optimal power flow</topic><topic>Optimization</topic><topic>Power flow</topic><topic>Renewable energy sources</topic><topic>Studies</topic><topic>Tertiary control</topic><topic>Unbalance</topic><topic>Wirtinger calculus</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ramirez, Diego-Alejandro</creatorcontrib><creatorcontrib>Garcés, Alejandro</creatorcontrib><creatorcontrib>Mora-Flórez, Juan-José</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Electric power systems research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ramirez, Diego-Alejandro</au><au>Garcés, Alejandro</au><au>Mora-Flórez, Juan-José</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Convex Approximation for the Tertiary Control of Unbalanced Microgrids</atitle><jtitle>Electric power systems research</jtitle><date>2021-10</date><risdate>2021</risdate><volume>199</volume><spage>107423</spage><pages>107423-</pages><artnum>107423</artnum><issn>0378-7796</issn><eissn>1873-2046</eissn><abstract>•An OPF algorithm taylored for tertiary control in microgrids is proposed.•This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations.•Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus•Simulation results demonstrate the algorithm is suitable for tertiary control.
This article presents an optimization model for tertiary control in three-phase unbalanced microgrids. This model considers 24h operation and includes renewable energy sources, energy storage devices, and grid code limitations. Power flow equations are simplified using a recently developed approximation based on Wirtinger’s calculus. The proposed model is evaluated both theoretically and practically. From the theoretical point of view, the model is suitable for tertiary control since it is convex; hence, global optimum, uniqueness of the solution, and convergence of the interior point method are guaranteed. From the practical point of view, the model is simple enough to be implemented in a small single-board computer with low time calculation. The latter is evaluated by implementing the model in a Raspberry-Pi board with the CIGRE low voltage benchmark; the model is also evaluated in the IEEE 123-nodes test system for power distribution networks.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.epsr.2021.107423</doi></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0378-7796 |
ispartof | Electric power systems research, 2021-10, Vol.199, p.107423, Article 107423 |
issn | 0378-7796 1873-2046 |
language | eng |
recordid | cdi_proquest_journals_2581068800 |
source | Access via ScienceDirect (Elsevier) |
subjects | Approximation Convex optimization Distributed generation Electric power distribution Electricity distribution Energy storage Flow equations Linear power flow Low voltage Mathematical analysis Optimal power flow Optimization Power flow Renewable energy sources Studies Tertiary control Unbalance Wirtinger calculus |
title | A Convex Approximation for the Tertiary Control of Unbalanced Microgrids |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-21T15%3A09%3A53IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Convex%20Approximation%20for%20the%20Tertiary%20Control%20of%20Unbalanced%20Microgrids&rft.jtitle=Electric%20power%20systems%20research&rft.au=Ramirez,%20Diego-Alejandro&rft.date=2021-10&rft.volume=199&rft.spage=107423&rft.pages=107423-&rft.artnum=107423&rft.issn=0378-7796&rft.eissn=1873-2046&rft_id=info:doi/10.1016/j.epsr.2021.107423&rft_dat=%3Cproquest_cross%3E2581068800%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2581068800&rft_id=info:pmid/&rft_els_id=S0378779621004041&rfr_iscdi=true |