Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN
The increasing application of voltage source converter (VSC) based high voltage direct current (VSC-HVDC) technology in power grids has raised the importance of incorporating DC grids and converters into the existing transmission network. This poses significant challenges in dealing with the resulti...
Gespeichert in:
| Veröffentlicht in: | IEEE transactions on power systems 2022-11, Vol.37 (6), p.4861-4873 |
|---|---|
| Hauptverfasser: | , , , , , , |
| Format: | Artikel |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 4873 |
|---|---|
| container_issue | 6 |
| container_start_page | 4861 |
| container_title | IEEE transactions on power systems |
| container_volume | 37 |
| creator | Zhai, Junyi Dai, Xinliang Jiang, Yuning Xue, Ying Hagenmeyer, Veit Jones, Colin N. Zhang, Xiao-Ping |
| description | The increasing application of voltage source converter (VSC) based high voltage direct current (VSC-HVDC) technology in power grids has raised the importance of incorporating DC grids and converters into the existing transmission network. This poses significant challenges in dealing with the resulting optimal power flow (OPF) problem. In this paper, a recently proposed nonconvex distributed optimization algorithm-Augmented Lagrangian based Alternating Direction Inexact Newton method ( aladin ), is tailored to solve the nonconvex AC/DC OPF problem for emerging voltage source converter (VSC) based multiterminal high voltage direct current (VSC-MTDC) meshed AC/DC hybrid systems. The proposed scheme decomposes this AC/DC hybrid OPF problem and handles it in a fully distributed way. Compared to the existing state-of-art Alternating Direction Method of Multipliers ( admm ), which is in general, not applicable for nonconvex problems, aladin has a theoretical convergence guarantee. Applying these two approaches to VSC-MTDC coupled with an IEEE benchmark AC power system illustrates that the tailored aladin outperforms admm in convergence speed and numerical robustness. |
| doi_str_mv | 10.1109/TPWRS.2022.3155866 |
| format | Article |
| fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_proquest_journals_2727048146</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9726913</ieee_id><sourcerecordid>2727048146</sourcerecordid><originalsourceid>FETCH-LOGICAL-c339t-923863d09763ba5c038a9009720045654193cca7b555c7207e0e64e2a14036fd3</originalsourceid><addsrcrecordid>eNo9UE1PAjEQbYwmIvoH9NLE88K03Xbb42YRJIIQAT02-9HVJchCu4T47-0K8TTzZt6bj4fQPYEeIaD6y_nH26JHgdIeI5xLIS5Qp00CEJG6RB2QkgdScbhGN86tAUD4Rge9DCrX2Co7NKbAs11TfacbPK-PxuLhpj7isrb4fZEE0-UgwVPjvjwtTvoejGxVOLxy1fYTx5N4MH69RVdlunHm7hy7aDV8WibPwWQ2GifxJMgZU02gKJOCFaAiwbKU58BkqsBDChBywUOiWJ6nUcY5z30xMmBEaGhKQmCiLFgXPZ7m7my9PxjX6HV9sFu_UtOIRhBKEgrPoidWbmvnrCn1zvrv7I8moFvT9J9pujVNn03zooeTqDLG_Av8aUIRxn4BAuVkBA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2727048146</pqid></control><display><type>article</type><title>Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN</title><source>IEEE Electronic Library (IEL)</source><creator>Zhai, Junyi ; Dai, Xinliang ; Jiang, Yuning ; Xue, Ying ; Hagenmeyer, Veit ; Jones, Colin N. ; Zhang, Xiao-Ping</creator><creatorcontrib>Zhai, Junyi ; Dai, Xinliang ; Jiang, Yuning ; Xue, Ying ; Hagenmeyer, Veit ; Jones, Colin N. ; Zhang, Xiao-Ping</creatorcontrib><description>The increasing application of voltage source converter (VSC) based high voltage direct current (VSC-HVDC) technology in power grids has raised the importance of incorporating DC grids and converters into the existing transmission network. This poses significant challenges in dealing with the resulting optimal power flow (OPF) problem. In this paper, a recently proposed nonconvex distributed optimization algorithm-Augmented Lagrangian based Alternating Direction Inexact Newton method ( aladin ), is tailored to solve the nonconvex AC/DC OPF problem for emerging voltage source converter (VSC) based multiterminal high voltage direct current (VSC-MTDC) meshed AC/DC hybrid systems. The proposed scheme decomposes this AC/DC hybrid OPF problem and handles it in a fully distributed way. Compared to the existing state-of-art Alternating Direction Method of Multipliers ( admm ), which is in general, not applicable for nonconvex problems, aladin has a theoretical convergence guarantee. Applying these two approaches to VSC-MTDC coupled with an IEEE benchmark AC power system illustrates that the tailored aladin outperforms admm in convergence speed and numerical robustness.</description><identifier>ISSN: 0885-8950</identifier><identifier>EISSN: 1558-0679</identifier><identifier>DOI: 10.1109/TPWRS.2022.3155866</identifier><identifier>CODEN: ITPSEG</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>AC/DC OPF ; Algorithms ; Alternating current ; Alternating Direction Method of Multipliers (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">admm ) ; Augmented Lagrangian based Alternating Direction Inexact Newton method (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">aladin ) ; Convergence ; Converters ; Convex functions ; Direct current ; distributed optimization ; Electric power grids ; Electric power systems ; Electric power transmission ; High voltages ; HVDC transmission ; Hybrid systems ; Lagrangian functions ; Newton method ; Newton methods ; Optimization ; Power flow ; Robustness (mathematics) ; VSC-MTDC meshed AC/DC grids</subject><ispartof>IEEE transactions on power systems, 2022-11, Vol.37 (6), p.4861-4873</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c339t-923863d09763ba5c038a9009720045654193cca7b555c7207e0e64e2a14036fd3</citedby><cites>FETCH-LOGICAL-c339t-923863d09763ba5c038a9009720045654193cca7b555c7207e0e64e2a14036fd3</cites><orcidid>0000-0001-8669-7942 ; 0000-0001-8533-7515 ; 0000-0002-7145-0995 ; 0000-0001-7239-4799 ; 0000-0002-3572-9083 ; 0000-0003-0995-4989 ; 0000-0003-4765-1540</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9726913$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/9726913$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Zhai, Junyi</creatorcontrib><creatorcontrib>Dai, Xinliang</creatorcontrib><creatorcontrib>Jiang, Yuning</creatorcontrib><creatorcontrib>Xue, Ying</creatorcontrib><creatorcontrib>Hagenmeyer, Veit</creatorcontrib><creatorcontrib>Jones, Colin N.</creatorcontrib><creatorcontrib>Zhang, Xiao-Ping</creatorcontrib><title>Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN</title><title>IEEE transactions on power systems</title><addtitle>TPWRS</addtitle><description>The increasing application of voltage source converter (VSC) based high voltage direct current (VSC-HVDC) technology in power grids has raised the importance of incorporating DC grids and converters into the existing transmission network. This poses significant challenges in dealing with the resulting optimal power flow (OPF) problem. In this paper, a recently proposed nonconvex distributed optimization algorithm-Augmented Lagrangian based Alternating Direction Inexact Newton method ( aladin ), is tailored to solve the nonconvex AC/DC OPF problem for emerging voltage source converter (VSC) based multiterminal high voltage direct current (VSC-MTDC) meshed AC/DC hybrid systems. The proposed scheme decomposes this AC/DC hybrid OPF problem and handles it in a fully distributed way. Compared to the existing state-of-art Alternating Direction Method of Multipliers ( admm ), which is in general, not applicable for nonconvex problems, aladin has a theoretical convergence guarantee. Applying these two approaches to VSC-MTDC coupled with an IEEE benchmark AC power system illustrates that the tailored aladin outperforms admm in convergence speed and numerical robustness.</description><subject>AC/DC OPF</subject><subject>Algorithms</subject><subject>Alternating current</subject><subject>Alternating Direction Method of Multipliers (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">admm )</subject><subject>Augmented Lagrangian based Alternating Direction Inexact Newton method (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">aladin )</subject><subject>Convergence</subject><subject>Converters</subject><subject>Convex functions</subject><subject>Direct current</subject><subject>distributed optimization</subject><subject>Electric power grids</subject><subject>Electric power systems</subject><subject>Electric power transmission</subject><subject>High voltages</subject><subject>HVDC transmission</subject><subject>Hybrid systems</subject><subject>Lagrangian functions</subject><subject>Newton method</subject><subject>Newton methods</subject><subject>Optimization</subject><subject>Power flow</subject><subject>Robustness (mathematics)</subject><subject>VSC-MTDC meshed AC/DC grids</subject><issn>0885-8950</issn><issn>1558-0679</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9UE1PAjEQbYwmIvoH9NLE88K03Xbb42YRJIIQAT02-9HVJchCu4T47-0K8TTzZt6bj4fQPYEeIaD6y_nH26JHgdIeI5xLIS5Qp00CEJG6RB2QkgdScbhGN86tAUD4Rge9DCrX2Co7NKbAs11TfacbPK-PxuLhpj7isrb4fZEE0-UgwVPjvjwtTvoejGxVOLxy1fYTx5N4MH69RVdlunHm7hy7aDV8WibPwWQ2GifxJMgZU02gKJOCFaAiwbKU58BkqsBDChBywUOiWJ6nUcY5z30xMmBEaGhKQmCiLFgXPZ7m7my9PxjX6HV9sFu_UtOIRhBKEgrPoidWbmvnrCn1zvrv7I8moFvT9J9pujVNn03zooeTqDLG_Av8aUIRxn4BAuVkBA</recordid><startdate>202211</startdate><enddate>202211</enddate><creator>Zhai, Junyi</creator><creator>Dai, Xinliang</creator><creator>Jiang, Yuning</creator><creator>Xue, Ying</creator><creator>Hagenmeyer, Veit</creator><creator>Jones, Colin N.</creator><creator>Zhang, Xiao-Ping</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0001-8669-7942</orcidid><orcidid>https://orcid.org/0000-0001-8533-7515</orcidid><orcidid>https://orcid.org/0000-0002-7145-0995</orcidid><orcidid>https://orcid.org/0000-0001-7239-4799</orcidid><orcidid>https://orcid.org/0000-0002-3572-9083</orcidid><orcidid>https://orcid.org/0000-0003-0995-4989</orcidid><orcidid>https://orcid.org/0000-0003-4765-1540</orcidid></search><sort><creationdate>202211</creationdate><title>Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN</title><author>Zhai, Junyi ; Dai, Xinliang ; Jiang, Yuning ; Xue, Ying ; Hagenmeyer, Veit ; Jones, Colin N. ; Zhang, Xiao-Ping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c339t-923863d09763ba5c038a9009720045654193cca7b555c7207e0e64e2a14036fd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>AC/DC OPF</topic><topic>Algorithms</topic><topic>Alternating current</topic><topic>Alternating Direction Method of Multipliers (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">admm )</topic><topic>Augmented Lagrangian based Alternating Direction Inexact Newton method (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">aladin )</topic><topic>Convergence</topic><topic>Converters</topic><topic>Convex functions</topic><topic>Direct current</topic><topic>distributed optimization</topic><topic>Electric power grids</topic><topic>Electric power systems</topic><topic>Electric power transmission</topic><topic>High voltages</topic><topic>HVDC transmission</topic><topic>Hybrid systems</topic><topic>Lagrangian functions</topic><topic>Newton method</topic><topic>Newton methods</topic><topic>Optimization</topic><topic>Power flow</topic><topic>Robustness (mathematics)</topic><topic>VSC-MTDC meshed AC/DC grids</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhai, Junyi</creatorcontrib><creatorcontrib>Dai, Xinliang</creatorcontrib><creatorcontrib>Jiang, Yuning</creatorcontrib><creatorcontrib>Xue, Ying</creatorcontrib><creatorcontrib>Hagenmeyer, Veit</creatorcontrib><creatorcontrib>Jones, Colin N.</creatorcontrib><creatorcontrib>Zhang, Xiao-Ping</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998–Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering 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>IEEE transactions on power systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Zhai, Junyi</au><au>Dai, Xinliang</au><au>Jiang, Yuning</au><au>Xue, Ying</au><au>Hagenmeyer, Veit</au><au>Jones, Colin N.</au><au>Zhang, Xiao-Ping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN</atitle><jtitle>IEEE transactions on power systems</jtitle><stitle>TPWRS</stitle><date>2022-11</date><risdate>2022</risdate><volume>37</volume><issue>6</issue><spage>4861</spage><epage>4873</epage><pages>4861-4873</pages><issn>0885-8950</issn><eissn>1558-0679</eissn><coden>ITPSEG</coden><abstract>The increasing application of voltage source converter (VSC) based high voltage direct current (VSC-HVDC) technology in power grids has raised the importance of incorporating DC grids and converters into the existing transmission network. This poses significant challenges in dealing with the resulting optimal power flow (OPF) problem. In this paper, a recently proposed nonconvex distributed optimization algorithm-Augmented Lagrangian based Alternating Direction Inexact Newton method ( aladin ), is tailored to solve the nonconvex AC/DC OPF problem for emerging voltage source converter (VSC) based multiterminal high voltage direct current (VSC-MTDC) meshed AC/DC hybrid systems. The proposed scheme decomposes this AC/DC hybrid OPF problem and handles it in a fully distributed way. Compared to the existing state-of-art Alternating Direction Method of Multipliers ( admm ), which is in general, not applicable for nonconvex problems, aladin has a theoretical convergence guarantee. Applying these two approaches to VSC-MTDC coupled with an IEEE benchmark AC power system illustrates that the tailored aladin outperforms admm in convergence speed and numerical robustness.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TPWRS.2022.3155866</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0001-8669-7942</orcidid><orcidid>https://orcid.org/0000-0001-8533-7515</orcidid><orcidid>https://orcid.org/0000-0002-7145-0995</orcidid><orcidid>https://orcid.org/0000-0001-7239-4799</orcidid><orcidid>https://orcid.org/0000-0002-3572-9083</orcidid><orcidid>https://orcid.org/0000-0003-0995-4989</orcidid><orcidid>https://orcid.org/0000-0003-4765-1540</orcidid><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | ISSN: 0885-8950 |
| ispartof | IEEE transactions on power systems, 2022-11, Vol.37 (6), p.4861-4873 |
| issn | 0885-8950 1558-0679 |
| language | eng |
| recordid | cdi_proquest_journals_2727048146 |
| source | IEEE Electronic Library (IEL) |
| subjects | AC/DC OPF Algorithms Alternating current Alternating Direction Method of Multipliers (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">admm ) Augmented Lagrangian based Alternating Direction Inexact Newton method (<sc xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">aladin ) Convergence Converters Convex functions Direct current distributed optimization Electric power grids Electric power systems Electric power transmission High voltages HVDC transmission Hybrid systems Lagrangian functions Newton method Newton methods Optimization Power flow Robustness (mathematics) VSC-MTDC meshed AC/DC grids |
| title | Distributed Optimal Power Flow for VSC-MTDC Meshed AC/DC Grids Using ALADIN |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-29T14%3A34%3A05IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Distributed%20Optimal%20Power%20Flow%20for%20VSC-MTDC%20Meshed%20AC/DC%20Grids%20Using%20ALADIN&rft.jtitle=IEEE%20transactions%20on%20power%20systems&rft.au=Zhai,%20Junyi&rft.date=2022-11&rft.volume=37&rft.issue=6&rft.spage=4861&rft.epage=4873&rft.pages=4861-4873&rft.issn=0885-8950&rft.eissn=1558-0679&rft.coden=ITPSEG&rft_id=info:doi/10.1109/TPWRS.2022.3155866&rft_dat=%3Cproquest_RIE%3E2727048146%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2727048146&rft_id=info:pmid/&rft_ieee_id=9726913&rfr_iscdi=true |