Dynamic Aggregate Equivalent Modeling of Solar Parks Considering Irradiation Levels and Fault Scenarios
With the high integration of solar photovoltaic parks (SPPs) in the power system, there is a growing necessity for detailed modeling of SPPs to perform dynamic security assessment. The detailed modeling of these SPPs is complex and demands significantly high computational resources. Therefore, there...
Gespeichert in:
Veröffentlicht in: | IEEE transactions on industry applications 2024-09, Vol.60 (5), p.7291-7302 |
---|---|
Hauptverfasser: | , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 7302 |
---|---|
container_issue | 5 |
container_start_page | 7291 |
container_title | IEEE transactions on industry applications |
container_volume | 60 |
creator | Mishra, Ankit Mir, Abdul Saleem Padhy, Narayana Prasad |
description | With the high integration of solar photovoltaic parks (SPPs) in the power system, there is a growing necessity for detailed modeling of SPPs to perform dynamic security assessment. The detailed modeling of these SPPs is complex and demands significantly high computational resources. Therefore, there is a need for an equivalent SPP model having the same dynamics as that of the detailed SPP model with lesser computational requirements. This paper presents a dynamic aggregate equivalent model of SPP to conduct dynamic security assessment. The dynamics of SPP in fault scenarios are not solely dependent on its control strategy but also on factors such as irradiation levels and the severity of faults. Thus, a clustering methodology is proposed based on irradiation levels and the severity of fault cases. Subsequently, a dynamic aggregate equivalent SPP model is introduced for each clustered solar photovoltaic unit (SPU). Then, a dynamic ramp recovery rate is proposed for the clusters having active power ramp recovery. Furthermore, extensive simulation studies have been performed in the MATLAB/Simulink platform to evaluate the accuracy and performance of the dynamic aggregate equivalent model of SPP. Additionally, simulations have been conducted on the OPAL-RT platform to assess the real-time feasibility of the proposed SPP modeling approach. |
doi_str_mv | 10.1109/TIA.2024.3425576 |
format | Article |
fullrecord | <record><control><sourceid>crossref_RIE</sourceid><recordid>TN_cdi_ieee_primary_10591440</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>10591440</ieee_id><sourcerecordid>10_1109_TIA_2024_3425576</sourcerecordid><originalsourceid>FETCH-LOGICAL-c147t-9b75dbd489d003a1d79605c521625a9023c1072b7ba7dd2fc9d6483fd653fc43</originalsourceid><addsrcrecordid>eNpNkD1PwzAURS0EEqWwMzD4D6Q8f8X1WJUWKgWB1O7Ri-1EhjQBO63Uf0-rdmC6w73nDoeQRwYTxsA8b1azCQcuJ0JypXR-RUbMCJMZketrMgIwIjPGyFtyl9IXAJOKyRFpXg4dboOls6aJvsHB08XvLuyx9d1A33vn29A1tK_pum8x0k-M34nO-y4F5-OpWsWILuAQ-o4Wfu_bRLFzdIm7dqBr6zuMoU_35KbGNvmHS47JZrnYzN-y4uN1NZ8VmWVSD5mptHKVk1PjAAQyp00OyirOcq7QABeWgeaVrlA7x2trXC6nona5ErWVYkzgfGtjn1L0dfkTwxbjoWRQnjyVR0_lyVN58XREns5I8N7_myvDpATxB2paZRU</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Dynamic Aggregate Equivalent Modeling of Solar Parks Considering Irradiation Levels and Fault Scenarios</title><source>IEEE Electronic Library (IEL)</source><creator>Mishra, Ankit ; Mir, Abdul Saleem ; Padhy, Narayana Prasad</creator><creatorcontrib>Mishra, Ankit ; Mir, Abdul Saleem ; Padhy, Narayana Prasad</creatorcontrib><description>With the high integration of solar photovoltaic parks (SPPs) in the power system, there is a growing necessity for detailed modeling of SPPs to perform dynamic security assessment. The detailed modeling of these SPPs is complex and demands significantly high computational resources. Therefore, there is a need for an equivalent SPP model having the same dynamics as that of the detailed SPP model with lesser computational requirements. This paper presents a dynamic aggregate equivalent model of SPP to conduct dynamic security assessment. The dynamics of SPP in fault scenarios are not solely dependent on its control strategy but also on factors such as irradiation levels and the severity of faults. Thus, a clustering methodology is proposed based on irradiation levels and the severity of fault cases. Subsequently, a dynamic aggregate equivalent SPP model is introduced for each clustered solar photovoltaic unit (SPU). Then, a dynamic ramp recovery rate is proposed for the clusters having active power ramp recovery. Furthermore, extensive simulation studies have been performed in the MATLAB/Simulink platform to evaluate the accuracy and performance of the dynamic aggregate equivalent model of SPP. Additionally, simulations have been conducted on the OPAL-RT platform to assess the real-time feasibility of the proposed SPP modeling approach.</description><identifier>ISSN: 0093-9994</identifier><identifier>EISSN: 1939-9367</identifier><identifier>DOI: 10.1109/TIA.2024.3425576</identifier><identifier>CODEN: ITIACR</identifier><language>eng</language><publisher>IEEE</publisher><subject>Aggregate model ; Aggregates ; Biological system modeling ; Computational modeling ; dynamic studies ; equivalent modeling ; fault ride through (FRT) ; Inverters ; Mathematical models ; Power system dynamics ; Power system stability ; solar photovoltaic park (SPP) ; solar photovoltaic unit (SPU)</subject><ispartof>IEEE transactions on industry applications, 2024-09, Vol.60 (5), p.7291-7302</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c147t-9b75dbd489d003a1d79605c521625a9023c1072b7ba7dd2fc9d6483fd653fc43</cites><orcidid>0000-0002-8523-6826 ; 0000-0002-2178-9966 ; 0000-0003-4652-4275</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10591440$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10591440$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Mishra, Ankit</creatorcontrib><creatorcontrib>Mir, Abdul Saleem</creatorcontrib><creatorcontrib>Padhy, Narayana Prasad</creatorcontrib><title>Dynamic Aggregate Equivalent Modeling of Solar Parks Considering Irradiation Levels and Fault Scenarios</title><title>IEEE transactions on industry applications</title><addtitle>TIA</addtitle><description>With the high integration of solar photovoltaic parks (SPPs) in the power system, there is a growing necessity for detailed modeling of SPPs to perform dynamic security assessment. The detailed modeling of these SPPs is complex and demands significantly high computational resources. Therefore, there is a need for an equivalent SPP model having the same dynamics as that of the detailed SPP model with lesser computational requirements. This paper presents a dynamic aggregate equivalent model of SPP to conduct dynamic security assessment. The dynamics of SPP in fault scenarios are not solely dependent on its control strategy but also on factors such as irradiation levels and the severity of faults. Thus, a clustering methodology is proposed based on irradiation levels and the severity of fault cases. Subsequently, a dynamic aggregate equivalent SPP model is introduced for each clustered solar photovoltaic unit (SPU). Then, a dynamic ramp recovery rate is proposed for the clusters having active power ramp recovery. Furthermore, extensive simulation studies have been performed in the MATLAB/Simulink platform to evaluate the accuracy and performance of the dynamic aggregate equivalent model of SPP. Additionally, simulations have been conducted on the OPAL-RT platform to assess the real-time feasibility of the proposed SPP modeling approach.</description><subject>Aggregate model</subject><subject>Aggregates</subject><subject>Biological system modeling</subject><subject>Computational modeling</subject><subject>dynamic studies</subject><subject>equivalent modeling</subject><subject>fault ride through (FRT)</subject><subject>Inverters</subject><subject>Mathematical models</subject><subject>Power system dynamics</subject><subject>Power system stability</subject><subject>solar photovoltaic park (SPP)</subject><subject>solar photovoltaic unit (SPU)</subject><issn>0093-9994</issn><issn>1939-9367</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkD1PwzAURS0EEqWwMzD4D6Q8f8X1WJUWKgWB1O7Ri-1EhjQBO63Uf0-rdmC6w73nDoeQRwYTxsA8b1azCQcuJ0JypXR-RUbMCJMZketrMgIwIjPGyFtyl9IXAJOKyRFpXg4dboOls6aJvsHB08XvLuyx9d1A33vn29A1tK_pum8x0k-M34nO-y4F5-OpWsWILuAQ-o4Wfu_bRLFzdIm7dqBr6zuMoU_35KbGNvmHS47JZrnYzN-y4uN1NZ8VmWVSD5mptHKVk1PjAAQyp00OyirOcq7QABeWgeaVrlA7x2trXC6nona5ErWVYkzgfGtjn1L0dfkTwxbjoWRQnjyVR0_lyVN58XREns5I8N7_myvDpATxB2paZRU</recordid><startdate>202409</startdate><enddate>202409</enddate><creator>Mishra, Ankit</creator><creator>Mir, Abdul Saleem</creator><creator>Padhy, Narayana Prasad</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-8523-6826</orcidid><orcidid>https://orcid.org/0000-0002-2178-9966</orcidid><orcidid>https://orcid.org/0000-0003-4652-4275</orcidid></search><sort><creationdate>202409</creationdate><title>Dynamic Aggregate Equivalent Modeling of Solar Parks Considering Irradiation Levels and Fault Scenarios</title><author>Mishra, Ankit ; Mir, Abdul Saleem ; Padhy, Narayana Prasad</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c147t-9b75dbd489d003a1d79605c521625a9023c1072b7ba7dd2fc9d6483fd653fc43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Aggregate model</topic><topic>Aggregates</topic><topic>Biological system modeling</topic><topic>Computational modeling</topic><topic>dynamic studies</topic><topic>equivalent modeling</topic><topic>fault ride through (FRT)</topic><topic>Inverters</topic><topic>Mathematical models</topic><topic>Power system dynamics</topic><topic>Power system stability</topic><topic>solar photovoltaic park (SPP)</topic><topic>solar photovoltaic unit (SPU)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mishra, Ankit</creatorcontrib><creatorcontrib>Mir, Abdul Saleem</creatorcontrib><creatorcontrib>Padhy, Narayana Prasad</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><jtitle>IEEE transactions on industry applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Mishra, Ankit</au><au>Mir, Abdul Saleem</au><au>Padhy, Narayana Prasad</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dynamic Aggregate Equivalent Modeling of Solar Parks Considering Irradiation Levels and Fault Scenarios</atitle><jtitle>IEEE transactions on industry applications</jtitle><stitle>TIA</stitle><date>2024-09</date><risdate>2024</risdate><volume>60</volume><issue>5</issue><spage>7291</spage><epage>7302</epage><pages>7291-7302</pages><issn>0093-9994</issn><eissn>1939-9367</eissn><coden>ITIACR</coden><abstract>With the high integration of solar photovoltaic parks (SPPs) in the power system, there is a growing necessity for detailed modeling of SPPs to perform dynamic security assessment. The detailed modeling of these SPPs is complex and demands significantly high computational resources. Therefore, there is a need for an equivalent SPP model having the same dynamics as that of the detailed SPP model with lesser computational requirements. This paper presents a dynamic aggregate equivalent model of SPP to conduct dynamic security assessment. The dynamics of SPP in fault scenarios are not solely dependent on its control strategy but also on factors such as irradiation levels and the severity of faults. Thus, a clustering methodology is proposed based on irradiation levels and the severity of fault cases. Subsequently, a dynamic aggregate equivalent SPP model is introduced for each clustered solar photovoltaic unit (SPU). Then, a dynamic ramp recovery rate is proposed for the clusters having active power ramp recovery. Furthermore, extensive simulation studies have been performed in the MATLAB/Simulink platform to evaluate the accuracy and performance of the dynamic aggregate equivalent model of SPP. Additionally, simulations have been conducted on the OPAL-RT platform to assess the real-time feasibility of the proposed SPP modeling approach.</abstract><pub>IEEE</pub><doi>10.1109/TIA.2024.3425576</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-8523-6826</orcidid><orcidid>https://orcid.org/0000-0002-2178-9966</orcidid><orcidid>https://orcid.org/0000-0003-4652-4275</orcidid></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 0093-9994 |
ispartof | IEEE transactions on industry applications, 2024-09, Vol.60 (5), p.7291-7302 |
issn | 0093-9994 1939-9367 |
language | eng |
recordid | cdi_ieee_primary_10591440 |
source | IEEE Electronic Library (IEL) |
subjects | Aggregate model Aggregates Biological system modeling Computational modeling dynamic studies equivalent modeling fault ride through (FRT) Inverters Mathematical models Power system dynamics Power system stability solar photovoltaic park (SPP) solar photovoltaic unit (SPU) |
title | Dynamic Aggregate Equivalent Modeling of Solar Parks Considering Irradiation Levels and Fault Scenarios |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-23T12%3A14%3A40IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Dynamic%20Aggregate%20Equivalent%20Modeling%20of%20Solar%20Parks%20Considering%20Irradiation%20Levels%20and%20Fault%20Scenarios&rft.jtitle=IEEE%20transactions%20on%20industry%20applications&rft.au=Mishra,%20Ankit&rft.date=2024-09&rft.volume=60&rft.issue=5&rft.spage=7291&rft.epage=7302&rft.pages=7291-7302&rft.issn=0093-9994&rft.eissn=1939-9367&rft.coden=ITIACR&rft_id=info:doi/10.1109/TIA.2024.3425576&rft_dat=%3Ccrossref_RIE%3E10_1109_TIA_2024_3425576%3C/crossref_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=10591440&rfr_iscdi=true |