Adaptive Voltage Control to Coordinate Multiple PV Inverters as a Cluster
Dynamic voltage support is a critical ancillary service in electric power networks, and with the increasing penetration of inverter-based renewable energy resources such as solar photovoltaics (PV), utilizing their idle capacity to provide dynamic voltage support is becoming indispensable. This pape...
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Veröffentlicht in: | IEEE transactions on smart grid 2024-11, Vol.15 (6), p.5526-5538 |
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description | Dynamic voltage support is a critical ancillary service in electric power networks, and with the increasing penetration of inverter-based renewable energy resources such as solar photovoltaics (PV), utilizing their idle capacity to provide dynamic voltage support is becoming indispensable. This paper proposes an adaptive voltage control method to coordinate multiple PV inverters as a cluster, realizing dynamic voltage support without relying on accurate system model parameters. Based solely on the measured input/output data of the controlled system, the proposed method dynamically linearizes the controlled system through online identification. Subsequently, a data-driven cooperative adaptive controller is designed to coordinate multiple PV inverters as a cluster. The method can effectively regulate the voltage at the point of common coupling (PCC) of the controlled PV cluster with adaptability to system changes. The stability of the proposed control method is theoretically clarified. Numerical simulation using MATLAB/Simulink shows the effectiveness of the proposed method. |
doi_str_mv | 10.1109/TSG.2024.3422381 |
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This paper proposes an adaptive voltage control method to coordinate multiple PV inverters as a cluster, realizing dynamic voltage support without relying on accurate system model parameters. Based solely on the measured input/output data of the controlled system, the proposed method dynamically linearizes the controlled system through online identification. Subsequently, a data-driven cooperative adaptive controller is designed to coordinate multiple PV inverters as a cluster. The method can effectively regulate the voltage at the point of common coupling (PCC) of the controlled PV cluster with adaptability to system changes. The stability of the proposed control method is theoretically clarified. Numerical simulation using MATLAB/Simulink shows the effectiveness of the proposed method.</description><identifier>ISSN: 1949-3053</identifier><identifier>EISSN: 1949-3061</identifier><identifier>DOI: 10.1109/TSG.2024.3422381</identifier><identifier>CODEN: ITSGBQ</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Adaptation models ; Adaptive control ; Adaptive systems ; Ancillary services ; Clusters ; Control methods ; Control stability ; Cooperative control ; dynamic voltage support ; Electric potential ; Energy sources ; inverter-based energy resources ; Inverters ; Parameter identification ; Photovoltaic cells ; PI control ; Power system dynamics ; Reactive power ; Voltage ; Voltage control ; Voltage measurement</subject><ispartof>IEEE transactions on smart grid, 2024-11, Vol.15 (6), p.5526-5538</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c175t-477d229570c0510c33079a0cd35e6edb2b6278c7e1ece267558c7948fed8249a3</cites><orcidid>0000-0002-8154-2412 ; 0000-0001-9850-0633</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10582911$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,778,782,794,27911,27912,54745</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10582911$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Li, Siyun</creatorcontrib><creatorcontrib>Wu, Wenchuan</creatorcontrib><title>Adaptive Voltage Control to Coordinate Multiple PV Inverters as a Cluster</title><title>IEEE transactions on smart grid</title><addtitle>TSG</addtitle><description>Dynamic voltage support is a critical ancillary service in electric power networks, and with the increasing penetration of inverter-based renewable energy resources such as solar photovoltaics (PV), utilizing their idle capacity to provide dynamic voltage support is becoming indispensable. This paper proposes an adaptive voltage control method to coordinate multiple PV inverters as a cluster, realizing dynamic voltage support without relying on accurate system model parameters. Based solely on the measured input/output data of the controlled system, the proposed method dynamically linearizes the controlled system through online identification. Subsequently, a data-driven cooperative adaptive controller is designed to coordinate multiple PV inverters as a cluster. The method can effectively regulate the voltage at the point of common coupling (PCC) of the controlled PV cluster with adaptability to system changes. The stability of the proposed control method is theoretically clarified. Numerical simulation using MATLAB/Simulink shows the effectiveness of the proposed method.</description><subject>Adaptation models</subject><subject>Adaptive control</subject><subject>Adaptive systems</subject><subject>Ancillary services</subject><subject>Clusters</subject><subject>Control methods</subject><subject>Control stability</subject><subject>Cooperative control</subject><subject>dynamic voltage support</subject><subject>Electric potential</subject><subject>Energy sources</subject><subject>inverter-based energy resources</subject><subject>Inverters</subject><subject>Parameter identification</subject><subject>Photovoltaic cells</subject><subject>PI control</subject><subject>Power system dynamics</subject><subject>Reactive power</subject><subject>Voltage</subject><subject>Voltage control</subject><subject>Voltage measurement</subject><issn>1949-3053</issn><issn>1949-3061</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkM1Lw0AQxRdRsNTePXhY8Jy4n9nssQSthYqCtddlm0wlJWbj7qbgf--WFnEYmPfgzQz8ELqlJKeU6If1-yJnhImcC8Z4SS_QhGqhM04KevmnJb9GsxD2JBXnvGB6gpbzxg6xPQDeuC7aT8CV66N3HY4uSeebtrcR8MvYxXboAL9t8LI_gI_gA7apcdWNIbkbdLWzXYDZeU7Rx9PjunrOVq-LZTVfZTVVMmZCqYYxLRWpiaSk5pwobUndcAkFNFu2LZgqawUUamCFkjIZLcodNCUT2vIpuj_dHbz7HiFEs3ej79NLwykjhSgYFSlFTqnauxA87Mzg2y_rfwwl5sjMJGbmyMycmaWVu9NKCwD_4rJkmlL-C19SZgc</recordid><startdate>20241101</startdate><enddate>20241101</enddate><creator>Li, Siyun</creator><creator>Wu, Wenchuan</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/0000-0002-8154-2412</orcidid><orcidid>https://orcid.org/0000-0001-9850-0633</orcidid></search><sort><creationdate>20241101</creationdate><title>Adaptive Voltage Control to Coordinate Multiple PV Inverters as a Cluster</title><author>Li, Siyun ; Wu, Wenchuan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c175t-477d229570c0510c33079a0cd35e6edb2b6278c7e1ece267558c7948fed8249a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adaptation models</topic><topic>Adaptive control</topic><topic>Adaptive systems</topic><topic>Ancillary services</topic><topic>Clusters</topic><topic>Control methods</topic><topic>Control stability</topic><topic>Cooperative control</topic><topic>dynamic voltage support</topic><topic>Electric potential</topic><topic>Energy sources</topic><topic>inverter-based energy resources</topic><topic>Inverters</topic><topic>Parameter identification</topic><topic>Photovoltaic cells</topic><topic>PI control</topic><topic>Power system dynamics</topic><topic>Reactive power</topic><topic>Voltage</topic><topic>Voltage control</topic><topic>Voltage measurement</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Siyun</creatorcontrib><creatorcontrib>Wu, Wenchuan</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 smart grid</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Li, Siyun</au><au>Wu, Wenchuan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adaptive Voltage Control to Coordinate Multiple PV Inverters as a Cluster</atitle><jtitle>IEEE transactions on smart grid</jtitle><stitle>TSG</stitle><date>2024-11-01</date><risdate>2024</risdate><volume>15</volume><issue>6</issue><spage>5526</spage><epage>5538</epage><pages>5526-5538</pages><issn>1949-3053</issn><eissn>1949-3061</eissn><coden>ITSGBQ</coden><abstract>Dynamic voltage support is a critical ancillary service in electric power networks, and with the increasing penetration of inverter-based renewable energy resources such as solar photovoltaics (PV), utilizing their idle capacity to provide dynamic voltage support is becoming indispensable. This paper proposes an adaptive voltage control method to coordinate multiple PV inverters as a cluster, realizing dynamic voltage support without relying on accurate system model parameters. Based solely on the measured input/output data of the controlled system, the proposed method dynamically linearizes the controlled system through online identification. Subsequently, a data-driven cooperative adaptive controller is designed to coordinate multiple PV inverters as a cluster. The method can effectively regulate the voltage at the point of common coupling (PCC) of the controlled PV cluster with adaptability to system changes. The stability of the proposed control method is theoretically clarified. 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subjects | Adaptation models Adaptive control Adaptive systems Ancillary services Clusters Control methods Control stability Cooperative control dynamic voltage support Electric potential Energy sources inverter-based energy resources Inverters Parameter identification Photovoltaic cells PI control Power system dynamics Reactive power Voltage Voltage control Voltage measurement |
title | Adaptive Voltage Control to Coordinate Multiple PV Inverters as a Cluster |
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