Mismatched Series-Parallel Photovoltaic Generator Modeling: An Implicit Current-Voltage Approach
Models of series-parallel (SP) photovoltaic (PV) generators under nonhomogeneous conditions commonly represent each submodule with the single-diode model. However, most of those models require high calculation burdens because they need to evaluate the LambertW function for each submodule in the gene...
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description | Models of series-parallel (SP) photovoltaic (PV) generators under nonhomogeneous conditions commonly represent each submodule with the single-diode model. However, most of those models require high calculation burdens because they need to evaluate the LambertW function for each submodule in the generator to calculate the submodule current as a function of its voltage. This paper proposes a model for SP generators, operating under nonhomogeneous conditions, which uses the implicit current-voltage relation of each submodule to propose a system of nonlinear equations that describes the electrical behavior of an SP generator. The generator can be divided into strings, which are analyzed independently since they are parallel connected. Each string is composed of N submodules and one blocking diode connected in series; hence, the model has N+2 unknown: N+1 voltages of the submodules and the blocking diode, and the string current. The system of N+2 nonlinear equations is formed by the N implicit current-voltage relationships of the submodules, the blocking diode model, and the Kirchhoff's voltage law applied to the string. The system of nonlinear equations can be solved with the same numerical methods used by traditional models. The main advantage of the proposed model is the avoidance of evaluating the LambertW function, which reduces the computational burden and the calculation time. Moreover, simulation and experimental results show the feasibility of using implicit submodules' current-voltage relationships for models of PV generators, since it significantly reduces the calculation time with the same errors provided by traditional models. |
doi_str_mv | 10.1109/JPHOTOV.2019.2898208 |
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However, most of those models require high calculation burdens because they need to evaluate the LambertW function for each submodule in the generator to calculate the submodule current as a function of its voltage. This paper proposes a model for SP generators, operating under nonhomogeneous conditions, which uses the implicit current-voltage relation of each submodule to propose a system of nonlinear equations that describes the electrical behavior of an SP generator. The generator can be divided into strings, which are analyzed independently since they are parallel connected. Each string is composed of <inline-formula><tex-math notation="LaTeX">N</tex-math></inline-formula> submodules and one blocking diode connected in series; hence, the model has <inline-formula><tex-math notation="LaTeX">N+2</tex-math></inline-formula> unknown: <inline-formula><tex-math notation="LaTeX">N+1</tex-math></inline-formula> voltages of the submodules and the blocking diode, and the string current. The system of <inline-formula><tex-math notation="LaTeX">N+2</tex-math></inline-formula> nonlinear equations is formed by the <inline-formula><tex-math notation="LaTeX">N</tex-math></inline-formula> implicit current-voltage relationships of the submodules, the blocking diode model, and the Kirchhoff's voltage law applied to the string. The system of nonlinear equations can be solved with the same numerical methods used by traditional models. The main advantage of the proposed model is the avoidance of evaluating the LambertW function, which reduces the computational burden and the calculation time. Moreover, simulation and experimental results show the feasibility of using implicit submodules' current-voltage relationships for models of PV generators, since it significantly reduces the calculation time with the same errors provided by traditional models.]]></description><identifier>ISSN: 2156-3381</identifier><identifier>EISSN: 2156-3403</identifier><identifier>DOI: 10.1109/JPHOTOV.2019.2898208</identifier><identifier>CODEN: IJPEG8</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Computational modeling ; Computer simulation ; Electric potential ; Formulas (mathematics) ; Generators ; implicit equations ; Mathematical model ; Mathematical models ; mismatching ; nonhomogeneous conditions ; Nonlinear equations ; Numerical methods ; Parallel connected ; partial shading ; photovoltaic (PV) ; Photovoltaic cells ; Photovoltaic systems ; Semiconductor diodes ; series–parallel (SP) ; Solar cells ; Strings</subject><ispartof>IEEE journal of photovoltaics, 2019-05, Vol.9 (3), p.768-774</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2019</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c299t-7bf7e7668ec98954e700910d42acd2f75fc86af16cb095a61fbb0c57168fac2c3</citedby><cites>FETCH-LOGICAL-c299t-7bf7e7668ec98954e700910d42acd2f75fc86af16cb095a61fbb0c57168fac2c3</cites><orcidid>0000-0002-4634-2642 ; 0000-0003-4494-7864 ; 0000-0002-8477-4219</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/8664565$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27923,27924,54757</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/8664565$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Bastidas-Rodriguez, Juan D.</creatorcontrib><creatorcontrib>Cruz-Duarte, Jorge M.</creatorcontrib><creatorcontrib>Correa, Rodrigo</creatorcontrib><title>Mismatched Series-Parallel Photovoltaic Generator Modeling: An Implicit Current-Voltage Approach</title><title>IEEE journal of photovoltaics</title><addtitle>JPHOTOV</addtitle><description><![CDATA[Models of series-parallel (SP) photovoltaic (PV) generators under nonhomogeneous conditions commonly represent each submodule with the single-diode model. However, most of those models require high calculation burdens because they need to evaluate the LambertW function for each submodule in the generator to calculate the submodule current as a function of its voltage. This paper proposes a model for SP generators, operating under nonhomogeneous conditions, which uses the implicit current-voltage relation of each submodule to propose a system of nonlinear equations that describes the electrical behavior of an SP generator. The generator can be divided into strings, which are analyzed independently since they are parallel connected. Each string is composed of <inline-formula><tex-math notation="LaTeX">N</tex-math></inline-formula> submodules and one blocking diode connected in series; hence, the model has <inline-formula><tex-math notation="LaTeX">N+2</tex-math></inline-formula> unknown: <inline-formula><tex-math notation="LaTeX">N+1</tex-math></inline-formula> voltages of the submodules and the blocking diode, and the string current. The system of <inline-formula><tex-math notation="LaTeX">N+2</tex-math></inline-formula> nonlinear equations is formed by the <inline-formula><tex-math notation="LaTeX">N</tex-math></inline-formula> implicit current-voltage relationships of the submodules, the blocking diode model, and the Kirchhoff's voltage law applied to the string. The system of nonlinear equations can be solved with the same numerical methods used by traditional models. The main advantage of the proposed model is the avoidance of evaluating the LambertW function, which reduces the computational burden and the calculation time. Moreover, simulation and experimental results show the feasibility of using implicit submodules' current-voltage relationships for models of PV generators, since it significantly reduces the calculation time with the same errors provided by traditional models.]]></description><subject>Computational modeling</subject><subject>Computer simulation</subject><subject>Electric potential</subject><subject>Formulas (mathematics)</subject><subject>Generators</subject><subject>implicit equations</subject><subject>Mathematical model</subject><subject>Mathematical models</subject><subject>mismatching</subject><subject>nonhomogeneous conditions</subject><subject>Nonlinear equations</subject><subject>Numerical methods</subject><subject>Parallel connected</subject><subject>partial shading</subject><subject>photovoltaic (PV)</subject><subject>Photovoltaic cells</subject><subject>Photovoltaic systems</subject><subject>Semiconductor diodes</subject><subject>series–parallel (SP)</subject><subject>Solar cells</subject><subject>Strings</subject><issn>2156-3381</issn><issn>2156-3403</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kNFOwjAUhhujiQR5Ar1o4vWw7dau9Y4QBQwEEpHb2nWnMDK22Q4T394R0HNzzsX3nz_5EHqgZEgpUU9vq-lyvdwMGaFqyKSSjMgr1GOUiyhOSHz9d8eS3qJBCHvSjSBciKSHPhdFOJjW7iDH7-ALCNHKeFOWUOLVrm7r77psTWHxBCrwpq09XtQ5lEW1fcajCs8OTVnYosXjo_dQtdHmxG8Bj5rG18bu7tCNM2WAwWX30cfry3o8jebLyWw8mkeWKdVGaeZSSIWQYJVUPIGUEEVJnjBjc-ZS7qwUxlFhM6K4EdRlGbE8pUI6Y5mN--jx_Ler_TpCaPW-Pvqqq9SM0SRhJJGyo5IzZX0dggenG18cjP_RlOiTTn3RqU869UVnF7s_xwoA-I_IziAXPP4FQhFyfw</recordid><startdate>20190501</startdate><enddate>20190501</enddate><creator>Bastidas-Rodriguez, Juan D.</creator><creator>Cruz-Duarte, Jorge M.</creator><creator>Correa, Rodrigo</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>8FD</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-4634-2642</orcidid><orcidid>https://orcid.org/0000-0003-4494-7864</orcidid><orcidid>https://orcid.org/0000-0002-8477-4219</orcidid></search><sort><creationdate>20190501</creationdate><title>Mismatched Series-Parallel Photovoltaic Generator Modeling: An Implicit Current-Voltage Approach</title><author>Bastidas-Rodriguez, Juan D. ; Cruz-Duarte, Jorge M. ; Correa, Rodrigo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c299t-7bf7e7668ec98954e700910d42acd2f75fc86af16cb095a61fbb0c57168fac2c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Computational modeling</topic><topic>Computer simulation</topic><topic>Electric potential</topic><topic>Formulas (mathematics)</topic><topic>Generators</topic><topic>implicit equations</topic><topic>Mathematical model</topic><topic>Mathematical models</topic><topic>mismatching</topic><topic>nonhomogeneous conditions</topic><topic>Nonlinear equations</topic><topic>Numerical methods</topic><topic>Parallel connected</topic><topic>partial shading</topic><topic>photovoltaic (PV)</topic><topic>Photovoltaic cells</topic><topic>Photovoltaic systems</topic><topic>Semiconductor diodes</topic><topic>series–parallel (SP)</topic><topic>Solar cells</topic><topic>Strings</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bastidas-Rodriguez, Juan D.</creatorcontrib><creatorcontrib>Cruz-Duarte, Jorge M.</creatorcontrib><creatorcontrib>Correa, Rodrigo</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>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>IEEE journal of photovoltaics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Bastidas-Rodriguez, Juan D.</au><au>Cruz-Duarte, Jorge M.</au><au>Correa, Rodrigo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mismatched Series-Parallel Photovoltaic Generator Modeling: An Implicit Current-Voltage Approach</atitle><jtitle>IEEE journal of photovoltaics</jtitle><stitle>JPHOTOV</stitle><date>2019-05-01</date><risdate>2019</risdate><volume>9</volume><issue>3</issue><spage>768</spage><epage>774</epage><pages>768-774</pages><issn>2156-3381</issn><eissn>2156-3403</eissn><coden>IJPEG8</coden><abstract><![CDATA[Models of series-parallel (SP) photovoltaic (PV) generators under nonhomogeneous conditions commonly represent each submodule with the single-diode model. However, most of those models require high calculation burdens because they need to evaluate the LambertW function for each submodule in the generator to calculate the submodule current as a function of its voltage. This paper proposes a model for SP generators, operating under nonhomogeneous conditions, which uses the implicit current-voltage relation of each submodule to propose a system of nonlinear equations that describes the electrical behavior of an SP generator. The generator can be divided into strings, which are analyzed independently since they are parallel connected. Each string is composed of <inline-formula><tex-math notation="LaTeX">N</tex-math></inline-formula> submodules and one blocking diode connected in series; hence, the model has <inline-formula><tex-math notation="LaTeX">N+2</tex-math></inline-formula> unknown: <inline-formula><tex-math notation="LaTeX">N+1</tex-math></inline-formula> voltages of the submodules and the blocking diode, and the string current. The system of <inline-formula><tex-math notation="LaTeX">N+2</tex-math></inline-formula> nonlinear equations is formed by the <inline-formula><tex-math notation="LaTeX">N</tex-math></inline-formula> implicit current-voltage relationships of the submodules, the blocking diode model, and the Kirchhoff's voltage law applied to the string. The system of nonlinear equations can be solved with the same numerical methods used by traditional models. The main advantage of the proposed model is the avoidance of evaluating the LambertW function, which reduces the computational burden and the calculation time. Moreover, simulation and experimental results show the feasibility of using implicit submodules' current-voltage relationships for models of PV generators, since it significantly reduces the calculation time with the same errors provided by traditional models.]]></abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/JPHOTOV.2019.2898208</doi><tpages>7</tpages><orcidid>https://orcid.org/0000-0002-4634-2642</orcidid><orcidid>https://orcid.org/0000-0003-4494-7864</orcidid><orcidid>https://orcid.org/0000-0002-8477-4219</orcidid></addata></record> |
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subjects | Computational modeling Computer simulation Electric potential Formulas (mathematics) Generators implicit equations Mathematical model Mathematical models mismatching nonhomogeneous conditions Nonlinear equations Numerical methods Parallel connected partial shading photovoltaic (PV) Photovoltaic cells Photovoltaic systems Semiconductor diodes series–parallel (SP) Solar cells Strings |
title | Mismatched Series-Parallel Photovoltaic Generator Modeling: An Implicit Current-Voltage Approach |
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