Filtered Repetitive MPC applied to DFIG Grid Side Converter frequency support in microgrids during island operation

As the trend towards the decentralization of grids continues, new typologies such as microgrids have gained popularity in recent years. Microgrids offer greater reliability as they can operate both connected to the main grid and in islanded mode. However, the transition to island mode can be even mo...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE access 2023-01, Vol.11, p.1-1
Hauptverfasser: Rodrigues, Lucas L., Velasquez, Omar C., Normandia Lourenco, Luis F., Vilcanqui, Omar A. C., Salles, Mauricio B. C., Sguarezi Filho, Alfeu J.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1
container_issue
container_start_page 1
container_title IEEE access
container_volume 11
creator Rodrigues, Lucas L.
Velasquez, Omar C.
Normandia Lourenco, Luis F.
Vilcanqui, Omar A. C.
Salles, Mauricio B. C.
Sguarezi Filho, Alfeu J.
description As the trend towards the decentralization of grids continues, new typologies such as microgrids have gained popularity in recent years. Microgrids offer greater reliability as they can operate both connected to the main grid and in islanded mode. However, the transition to island mode can be even more challenging when a microgrid has a high penetration of intermittent sources like Doubly-Fed Induction Generators (DFIGs). In this context, designing new controller algorithms is essential to improve frequency support in microgrids with DFIGs. Therefore, this paper proposes a novel Filtered Repetitive Model Predictive Control (FR-MPC) applied to the frequency support in a microgrid. The control structure is applied to the Grid Side Converter (GSC) of a DFIG, while the DC bus voltage is supplied by a Battery Energy Storage System (BESS). The FR-MPC prediction model uses a state-space model with an embedded repetitive action, which has the capacity to mitigate harmonics of the microgrid. However, the inclusion of the repetitive loop degrades the closed-loop robustness. To overcome this limitation, the prediction model features a robustness low pass filter. repetitive loop. Furthermore, this paper presents an analysis of the frequency response and pole map of the key components of the controller: the ZP-FIR, the repetitive loop, and the control law. Finally, simulation results demonstrate that the proposed controller outperforms both the pure Repetitive MPC (R-MPC) and the Generalized Predictive Control (GPC) in terms of performance.
doi_str_mv 10.1109/ACCESS.2023.3300661
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_crossref_primary_10_1109_ACCESS_2023_3300661</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>10198426</ieee_id><doaj_id>oai_doaj_org_article_081104c929be4fbbbef13a354bc57e76</doaj_id><sourcerecordid>2847967477</sourcerecordid><originalsourceid>FETCH-LOGICAL-c359t-867c6994ee9cd255ec0468cd7e6be2884a762c357f5a82bd8519c33bcad277663</originalsourceid><addsrcrecordid>eNpNUU1rGzEUXEIDCWl-QXsQ9GxX3x_HsI1dQ0pL3J6FVnprZDarrbQO5N9H7oYSXSSGmXlPM03zieA1Idh8vWvb-_1-TTFla8YwlpJcNNeUSLNigskP795XzW0pR1yPrpBQ103ZxGGGDAE9wgRznOMzoB-_WuSmaYgVnhP6ttlt0TbHgPYxAGrT-Ay5ilCf4e8JRv-CymmaUp5RHNFT9DkdKrugcMpxPKBYBjcGlCbIbo5p_Nhc9m4ocPt23zR_Nve_2--rh5_bXXv3sPJMmHmlpfLSGA5gfKBCgMdcah8UyA6o1twpSStV9cJp2gUtiPGMdd4FqpSU7KbZLb4huaOdcnxy-cUmF-0_IOWDdXmOfgBb8yCYe0NNB7zvug56whwTvPNCgTp7fVm8ppzqn8tsj-mUx7q-pZorIxVXqrLYwqoRlJKh_z-VYHsuyy5l2XNZ9q2sqvq8qCIAvFMQozmV7BWY2ZDw</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2847967477</pqid></control><display><type>article</type><title>Filtered Repetitive MPC applied to DFIG Grid Side Converter frequency support in microgrids during island operation</title><source>IEEE Open Access Journals</source><source>DOAJ Directory of Open Access Journals</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Rodrigues, Lucas L. ; Velasquez, Omar C. ; Normandia Lourenco, Luis F. ; Vilcanqui, Omar A. C. ; Salles, Mauricio B. C. ; Sguarezi Filho, Alfeu J.</creator><creatorcontrib>Rodrigues, Lucas L. ; Velasquez, Omar C. ; Normandia Lourenco, Luis F. ; Vilcanqui, Omar A. C. ; Salles, Mauricio B. C. ; Sguarezi Filho, Alfeu J.</creatorcontrib><description>As the trend towards the decentralization of grids continues, new typologies such as microgrids have gained popularity in recent years. Microgrids offer greater reliability as they can operate both connected to the main grid and in islanded mode. However, the transition to island mode can be even more challenging when a microgrid has a high penetration of intermittent sources like Doubly-Fed Induction Generators (DFIGs). In this context, designing new controller algorithms is essential to improve frequency support in microgrids with DFIGs. Therefore, this paper proposes a novel Filtered Repetitive Model Predictive Control (FR-MPC) applied to the frequency support in a microgrid. The control structure is applied to the Grid Side Converter (GSC) of a DFIG, while the DC bus voltage is supplied by a Battery Energy Storage System (BESS). The FR-MPC prediction model uses a state-space model with an embedded repetitive action, which has the capacity to mitigate harmonics of the microgrid. However, the inclusion of the repetitive loop degrades the closed-loop robustness. To overcome this limitation, the prediction model features a robustness low pass filter. repetitive loop. Furthermore, this paper presents an analysis of the frequency response and pole map of the key components of the controller: the ZP-FIR, the repetitive loop, and the control law. Finally, simulation results demonstrate that the proposed controller outperforms both the pure Repetitive MPC (R-MPC) and the Generalized Predictive Control (GPC) in terms of performance.</description><identifier>ISSN: 2169-3536</identifier><identifier>EISSN: 2169-3536</identifier><identifier>DOI: 10.1109/ACCESS.2023.3300661</identifier><identifier>CODEN: IAECCG</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Algorithms ; Battery energy storage system ; Battery management systems ; Closed loops ; Control systems design ; Control theory ; Controllers ; Distributed generation ; Doubly fed induction generators ; doubly-fed induction generator ; Energy storage ; Frequency control ; Frequency response ; frequency support ; Induction generators ; island operation ; Low pass filters ; microgrid ; Microgrids ; model predictive control ; Optimized production technology ; Prediction models ; Predictive control ; Predictive models ; repetitive control ; Robust control ; Robustness ; robustness filter ; Rotors ; State space models ; Stators</subject><ispartof>IEEE access, 2023-01, Vol.11, p.1-1</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c359t-867c6994ee9cd255ec0468cd7e6be2884a762c357f5a82bd8519c33bcad277663</cites><orcidid>0000-0002-3233-6778 ; 0000-0001-9981-436X ; 0000-0002-2350-7416</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10198426$$EHTML$$P50$$Gieee$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,864,2102,27633,27924,27925,54933</link.rule.ids></links><search><creatorcontrib>Rodrigues, Lucas L.</creatorcontrib><creatorcontrib>Velasquez, Omar C.</creatorcontrib><creatorcontrib>Normandia Lourenco, Luis F.</creatorcontrib><creatorcontrib>Vilcanqui, Omar A. C.</creatorcontrib><creatorcontrib>Salles, Mauricio B. C.</creatorcontrib><creatorcontrib>Sguarezi Filho, Alfeu J.</creatorcontrib><title>Filtered Repetitive MPC applied to DFIG Grid Side Converter frequency support in microgrids during island operation</title><title>IEEE access</title><addtitle>Access</addtitle><description>As the trend towards the decentralization of grids continues, new typologies such as microgrids have gained popularity in recent years. Microgrids offer greater reliability as they can operate both connected to the main grid and in islanded mode. However, the transition to island mode can be even more challenging when a microgrid has a high penetration of intermittent sources like Doubly-Fed Induction Generators (DFIGs). In this context, designing new controller algorithms is essential to improve frequency support in microgrids with DFIGs. Therefore, this paper proposes a novel Filtered Repetitive Model Predictive Control (FR-MPC) applied to the frequency support in a microgrid. The control structure is applied to the Grid Side Converter (GSC) of a DFIG, while the DC bus voltage is supplied by a Battery Energy Storage System (BESS). The FR-MPC prediction model uses a state-space model with an embedded repetitive action, which has the capacity to mitigate harmonics of the microgrid. However, the inclusion of the repetitive loop degrades the closed-loop robustness. To overcome this limitation, the prediction model features a robustness low pass filter. repetitive loop. Furthermore, this paper presents an analysis of the frequency response and pole map of the key components of the controller: the ZP-FIR, the repetitive loop, and the control law. Finally, simulation results demonstrate that the proposed controller outperforms both the pure Repetitive MPC (R-MPC) and the Generalized Predictive Control (GPC) in terms of performance.</description><subject>Algorithms</subject><subject>Battery energy storage system</subject><subject>Battery management systems</subject><subject>Closed loops</subject><subject>Control systems design</subject><subject>Control theory</subject><subject>Controllers</subject><subject>Distributed generation</subject><subject>Doubly fed induction generators</subject><subject>doubly-fed induction generator</subject><subject>Energy storage</subject><subject>Frequency control</subject><subject>Frequency response</subject><subject>frequency support</subject><subject>Induction generators</subject><subject>island operation</subject><subject>Low pass filters</subject><subject>microgrid</subject><subject>Microgrids</subject><subject>model predictive control</subject><subject>Optimized production technology</subject><subject>Prediction models</subject><subject>Predictive control</subject><subject>Predictive models</subject><subject>repetitive control</subject><subject>Robust control</subject><subject>Robustness</subject><subject>robustness filter</subject><subject>Rotors</subject><subject>State space models</subject><subject>Stators</subject><issn>2169-3536</issn><issn>2169-3536</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><sourceid>DOA</sourceid><recordid>eNpNUU1rGzEUXEIDCWl-QXsQ9GxX3x_HsI1dQ0pL3J6FVnprZDarrbQO5N9H7oYSXSSGmXlPM03zieA1Idh8vWvb-_1-TTFla8YwlpJcNNeUSLNigskP795XzW0pR1yPrpBQ103ZxGGGDAE9wgRznOMzoB-_WuSmaYgVnhP6ttlt0TbHgPYxAGrT-Ay5ilCf4e8JRv-CymmaUp5RHNFT9DkdKrugcMpxPKBYBjcGlCbIbo5p_Nhc9m4ocPt23zR_Nve_2--rh5_bXXv3sPJMmHmlpfLSGA5gfKBCgMdcah8UyA6o1twpSStV9cJp2gUtiPGMdd4FqpSU7KbZLb4huaOdcnxy-cUmF-0_IOWDdXmOfgBb8yCYe0NNB7zvug56whwTvPNCgTp7fVm8ppzqn8tsj-mUx7q-pZorIxVXqrLYwqoRlJKh_z-VYHsuyy5l2XNZ9q2sqvq8qCIAvFMQozmV7BWY2ZDw</recordid><startdate>20230101</startdate><enddate>20230101</enddate><creator>Rodrigues, Lucas L.</creator><creator>Velasquez, Omar C.</creator><creator>Normandia Lourenco, Luis F.</creator><creator>Vilcanqui, Omar A. C.</creator><creator>Salles, Mauricio B. C.</creator><creator>Sguarezi Filho, Alfeu J.</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3233-6778</orcidid><orcidid>https://orcid.org/0000-0001-9981-436X</orcidid><orcidid>https://orcid.org/0000-0002-2350-7416</orcidid></search><sort><creationdate>20230101</creationdate><title>Filtered Repetitive MPC applied to DFIG Grid Side Converter frequency support in microgrids during island operation</title><author>Rodrigues, Lucas L. ; Velasquez, Omar C. ; Normandia Lourenco, Luis F. ; Vilcanqui, Omar A. C. ; Salles, Mauricio B. C. ; Sguarezi Filho, Alfeu J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c359t-867c6994ee9cd255ec0468cd7e6be2884a762c357f5a82bd8519c33bcad277663</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Algorithms</topic><topic>Battery energy storage system</topic><topic>Battery management systems</topic><topic>Closed loops</topic><topic>Control systems design</topic><topic>Control theory</topic><topic>Controllers</topic><topic>Distributed generation</topic><topic>Doubly fed induction generators</topic><topic>doubly-fed induction generator</topic><topic>Energy storage</topic><topic>Frequency control</topic><topic>Frequency response</topic><topic>frequency support</topic><topic>Induction generators</topic><topic>island operation</topic><topic>Low pass filters</topic><topic>microgrid</topic><topic>Microgrids</topic><topic>model predictive control</topic><topic>Optimized production technology</topic><topic>Prediction models</topic><topic>Predictive control</topic><topic>Predictive models</topic><topic>repetitive control</topic><topic>Robust control</topic><topic>Robustness</topic><topic>robustness filter</topic><topic>Rotors</topic><topic>State space models</topic><topic>Stators</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rodrigues, Lucas L.</creatorcontrib><creatorcontrib>Velasquez, Omar C.</creatorcontrib><creatorcontrib>Normandia Lourenco, Luis F.</creatorcontrib><creatorcontrib>Vilcanqui, Omar A. C.</creatorcontrib><creatorcontrib>Salles, Mauricio B. C.</creatorcontrib><creatorcontrib>Sguarezi Filho, Alfeu J.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE access</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rodrigues, Lucas L.</au><au>Velasquez, Omar C.</au><au>Normandia Lourenco, Luis F.</au><au>Vilcanqui, Omar A. C.</au><au>Salles, Mauricio B. C.</au><au>Sguarezi Filho, Alfeu J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Filtered Repetitive MPC applied to DFIG Grid Side Converter frequency support in microgrids during island operation</atitle><jtitle>IEEE access</jtitle><stitle>Access</stitle><date>2023-01-01</date><risdate>2023</risdate><volume>11</volume><spage>1</spage><epage>1</epage><pages>1-1</pages><issn>2169-3536</issn><eissn>2169-3536</eissn><coden>IAECCG</coden><abstract>As the trend towards the decentralization of grids continues, new typologies such as microgrids have gained popularity in recent years. Microgrids offer greater reliability as they can operate both connected to the main grid and in islanded mode. However, the transition to island mode can be even more challenging when a microgrid has a high penetration of intermittent sources like Doubly-Fed Induction Generators (DFIGs). In this context, designing new controller algorithms is essential to improve frequency support in microgrids with DFIGs. Therefore, this paper proposes a novel Filtered Repetitive Model Predictive Control (FR-MPC) applied to the frequency support in a microgrid. The control structure is applied to the Grid Side Converter (GSC) of a DFIG, while the DC bus voltage is supplied by a Battery Energy Storage System (BESS). The FR-MPC prediction model uses a state-space model with an embedded repetitive action, which has the capacity to mitigate harmonics of the microgrid. However, the inclusion of the repetitive loop degrades the closed-loop robustness. To overcome this limitation, the prediction model features a robustness low pass filter. repetitive loop. Furthermore, this paper presents an analysis of the frequency response and pole map of the key components of the controller: the ZP-FIR, the repetitive loop, and the control law. Finally, simulation results demonstrate that the proposed controller outperforms both the pure Repetitive MPC (R-MPC) and the Generalized Predictive Control (GPC) in terms of performance.</abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/ACCESS.2023.3300661</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-3233-6778</orcidid><orcidid>https://orcid.org/0000-0001-9981-436X</orcidid><orcidid>https://orcid.org/0000-0002-2350-7416</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2169-3536
ispartof IEEE access, 2023-01, Vol.11, p.1-1
issn 2169-3536
2169-3536
language eng
recordid cdi_crossref_primary_10_1109_ACCESS_2023_3300661
source IEEE Open Access Journals; DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals
subjects Algorithms
Battery energy storage system
Battery management systems
Closed loops
Control systems design
Control theory
Controllers
Distributed generation
Doubly fed induction generators
doubly-fed induction generator
Energy storage
Frequency control
Frequency response
frequency support
Induction generators
island operation
Low pass filters
microgrid
Microgrids
model predictive control
Optimized production technology
Prediction models
Predictive control
Predictive models
repetitive control
Robust control
Robustness
robustness filter
Rotors
State space models
Stators
title Filtered Repetitive MPC applied to DFIG Grid Side Converter frequency support in microgrids during island operation
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-27T17%3A58%3A31IST&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=Filtered%20Repetitive%20MPC%20applied%20to%20DFIG%20Grid%20Side%20Converter%20frequency%20support%20in%20microgrids%20during%20island%20operation&rft.jtitle=IEEE%20access&rft.au=Rodrigues,%20Lucas%20L.&rft.date=2023-01-01&rft.volume=11&rft.spage=1&rft.epage=1&rft.pages=1-1&rft.issn=2169-3536&rft.eissn=2169-3536&rft.coden=IAECCG&rft_id=info:doi/10.1109/ACCESS.2023.3300661&rft_dat=%3Cproquest_cross%3E2847967477%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=2847967477&rft_id=info:pmid/&rft_ieee_id=10198426&rft_doaj_id=oai_doaj_org_article_081104c929be4fbbbef13a354bc57e76&rfr_iscdi=true