Precise performance diagnosis of photovoltaic string by operation voltage and current: Experimental verification

•Characterization of PV string performance by temperature-correcting the Vmp and Imp.•Temperature correction formulas of Vmp and Imp of PV strings under MPPT were verified.•Partial shading and activation of bypass diodes etc. can be sensitively detected.•Applicable to most kinds of crystalline silic...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Solar energy 2021-12, Vol.230, p.704-713
Hauptverfasser: Hishikawa, Yoshihiro, Yoshita, Masahiro, Chiba, Yasuo, Seapan, Manit, Okajima, Keiichi
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 713
container_issue
container_start_page 704
container_title Solar energy
container_volume 230
creator Hishikawa, Yoshihiro
Yoshita, Masahiro
Chiba, Yasuo
Seapan, Manit
Okajima, Keiichi
description •Characterization of PV string performance by temperature-correcting the Vmp and Imp.•Temperature correction formulas of Vmp and Imp of PV strings under MPPT were verified.•Partial shading and activation of bypass diodes etc. can be sensitively detected.•Applicable to most kinds of crystalline silicon PV strings without modification. Improvement of the quantitative performance characterization of photovoltaic (PV) strings was investigated, based on their monitoring data during maximum power point tracking (MPPT) operation. The maximum power voltage Vmp and current Imp of the PV strings under MPPT were continuously monitored, and corrected to standard temperature of 25 °C by using the temperature correction formulas, which were recently developed for PV modules. The irradiance G was measured by using a PV module irradiance sensor. It was verified that the formulas are applicable to PV strings, enabling reproducible temperature correction of Vmp and Imp with relative standard deviation (σ) of about 0.4–0.9% under various weather conditions. Comparison of the outdoor results with indoor current–voltage curve measurements of the constituent modules in the strings showed that the maximum output power Pmax under the standard test conditions STC, i.e. 25 °C and 1 kWm−2, estimated from the temperature-corrected Vmp and Imp, agreed with the indoor result typically within ±1.5%. The experimental results also showed that other information of the string such as partial shading and activation of bypass diodes can be also sensitively detected by analyzing the temperature-corrected Vmp and Imp. The outdoor measurements and data analysis of this study can be carried out without stopping the MPPT operation of the string. The analysis is performed by using the real-time data. The present method is expected to be applicable to most kinds of crystalline silicon PV strings without modification.
doi_str_mv 10.1016/j.solener.2021.10.044
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2621588840</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0038092X21009002</els_id><sourcerecordid>2621588840</sourcerecordid><originalsourceid>FETCH-LOGICAL-c337t-1e40d465da82875fcf9e80177ac38ffca6f0222f6c02919af584e0aaf48145793</originalsourceid><addsrcrecordid>eNqFkEtPAyEUhYnRxFr9CSYkrmcEhhkYN8Y09ZE00YUm7ggyUJlMYQTa2H8vfexdcXPPOfdePgCuMSoxws1tX0Y_aKdDSRDBuVciSk_ABFOGC0xqdgomCFW8QC35PAcXMfYIYYY5m4DxLWhlo4ajDsaHlXRKw87KpfPRRugNHL998hs_JGkVjClYt4RfW-hzQCbrHdxrSw2l66Bah6BduoPz36zbVa7lADe5NFbt7ZfgzMgh6qvjOwUfj_P32XOxeH16mT0sClVVLBVYU9TRpu4kJ5zVRplW83w0k6rixijZGEQIMY1CpMWtNDWnGklpKMe0Zm01BTeHuWPwP2sdk-j9Ori8UpCG4JpzTlF21QeXCj7GoI0Y89UybAVGYgdX9OIIV-zg7toZbs7dH3I6f2FjsxqV1ZldZzPPJDpv_5nwB0KQiE0</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2621588840</pqid></control><display><type>article</type><title>Precise performance diagnosis of photovoltaic string by operation voltage and current: Experimental verification</title><source>Elsevier ScienceDirect Journals</source><creator>Hishikawa, Yoshihiro ; Yoshita, Masahiro ; Chiba, Yasuo ; Seapan, Manit ; Okajima, Keiichi</creator><creatorcontrib>Hishikawa, Yoshihiro ; Yoshita, Masahiro ; Chiba, Yasuo ; Seapan, Manit ; Okajima, Keiichi</creatorcontrib><description>•Characterization of PV string performance by temperature-correcting the Vmp and Imp.•Temperature correction formulas of Vmp and Imp of PV strings under MPPT were verified.•Partial shading and activation of bypass diodes etc. can be sensitively detected.•Applicable to most kinds of crystalline silicon PV strings without modification. Improvement of the quantitative performance characterization of photovoltaic (PV) strings was investigated, based on their monitoring data during maximum power point tracking (MPPT) operation. The maximum power voltage Vmp and current Imp of the PV strings under MPPT were continuously monitored, and corrected to standard temperature of 25 °C by using the temperature correction formulas, which were recently developed for PV modules. The irradiance G was measured by using a PV module irradiance sensor. It was verified that the formulas are applicable to PV strings, enabling reproducible temperature correction of Vmp and Imp with relative standard deviation (σ) of about 0.4–0.9% under various weather conditions. Comparison of the outdoor results with indoor current–voltage curve measurements of the constituent modules in the strings showed that the maximum output power Pmax under the standard test conditions STC, i.e. 25 °C and 1 kWm−2, estimated from the temperature-corrected Vmp and Imp, agreed with the indoor result typically within ±1.5%. The experimental results also showed that other information of the string such as partial shading and activation of bypass diodes can be also sensitively detected by analyzing the temperature-corrected Vmp and Imp. The outdoor measurements and data analysis of this study can be carried out without stopping the MPPT operation of the string. The analysis is performed by using the real-time data. The present method is expected to be applicable to most kinds of crystalline silicon PV strings without modification.</description><identifier>ISSN: 0038-092X</identifier><identifier>EISSN: 1471-1257</identifier><identifier>DOI: 10.1016/j.solener.2021.10.044</identifier><language>eng</language><publisher>New York: Elsevier Ltd</publisher><subject>Data analysis ; Electric potential ; Irradiance ; Maximum power current ; Maximum power tracking ; Maximum power voltage ; Modules ; Monitoring ; Outdoor ; Photovoltaic cells ; Photovoltaics ; Solar energy ; Strings ; Temperature correction ; Voltage ; Weather</subject><ispartof>Solar energy, 2021-12, Vol.230, p.704-713</ispartof><rights>2021 International Solar Energy Society</rights><rights>Copyright Pergamon Press Inc. Dec 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c337t-1e40d465da82875fcf9e80177ac38ffca6f0222f6c02919af584e0aaf48145793</citedby><cites>FETCH-LOGICAL-c337t-1e40d465da82875fcf9e80177ac38ffca6f0222f6c02919af584e0aaf48145793</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0038092X21009002$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids></links><search><creatorcontrib>Hishikawa, Yoshihiro</creatorcontrib><creatorcontrib>Yoshita, Masahiro</creatorcontrib><creatorcontrib>Chiba, Yasuo</creatorcontrib><creatorcontrib>Seapan, Manit</creatorcontrib><creatorcontrib>Okajima, Keiichi</creatorcontrib><title>Precise performance diagnosis of photovoltaic string by operation voltage and current: Experimental verification</title><title>Solar energy</title><description>•Characterization of PV string performance by temperature-correcting the Vmp and Imp.•Temperature correction formulas of Vmp and Imp of PV strings under MPPT were verified.•Partial shading and activation of bypass diodes etc. can be sensitively detected.•Applicable to most kinds of crystalline silicon PV strings without modification. Improvement of the quantitative performance characterization of photovoltaic (PV) strings was investigated, based on their monitoring data during maximum power point tracking (MPPT) operation. The maximum power voltage Vmp and current Imp of the PV strings under MPPT were continuously monitored, and corrected to standard temperature of 25 °C by using the temperature correction formulas, which were recently developed for PV modules. The irradiance G was measured by using a PV module irradiance sensor. It was verified that the formulas are applicable to PV strings, enabling reproducible temperature correction of Vmp and Imp with relative standard deviation (σ) of about 0.4–0.9% under various weather conditions. Comparison of the outdoor results with indoor current–voltage curve measurements of the constituent modules in the strings showed that the maximum output power Pmax under the standard test conditions STC, i.e. 25 °C and 1 kWm−2, estimated from the temperature-corrected Vmp and Imp, agreed with the indoor result typically within ±1.5%. The experimental results also showed that other information of the string such as partial shading and activation of bypass diodes can be also sensitively detected by analyzing the temperature-corrected Vmp and Imp. The outdoor measurements and data analysis of this study can be carried out without stopping the MPPT operation of the string. The analysis is performed by using the real-time data. The present method is expected to be applicable to most kinds of crystalline silicon PV strings without modification.</description><subject>Data analysis</subject><subject>Electric potential</subject><subject>Irradiance</subject><subject>Maximum power current</subject><subject>Maximum power tracking</subject><subject>Maximum power voltage</subject><subject>Modules</subject><subject>Monitoring</subject><subject>Outdoor</subject><subject>Photovoltaic cells</subject><subject>Photovoltaics</subject><subject>Solar energy</subject><subject>Strings</subject><subject>Temperature correction</subject><subject>Voltage</subject><subject>Weather</subject><issn>0038-092X</issn><issn>1471-1257</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkEtPAyEUhYnRxFr9CSYkrmcEhhkYN8Y09ZE00YUm7ggyUJlMYQTa2H8vfexdcXPPOfdePgCuMSoxws1tX0Y_aKdDSRDBuVciSk_ABFOGC0xqdgomCFW8QC35PAcXMfYIYYY5m4DxLWhlo4ajDsaHlXRKw87KpfPRRugNHL998hs_JGkVjClYt4RfW-hzQCbrHdxrSw2l66Bah6BduoPz36zbVa7lADe5NFbt7ZfgzMgh6qvjOwUfj_P32XOxeH16mT0sClVVLBVYU9TRpu4kJ5zVRplW83w0k6rixijZGEQIMY1CpMWtNDWnGklpKMe0Zm01BTeHuWPwP2sdk-j9Ori8UpCG4JpzTlF21QeXCj7GoI0Y89UybAVGYgdX9OIIV-zg7toZbs7dH3I6f2FjsxqV1ZldZzPPJDpv_5nwB0KQiE0</recordid><startdate>202112</startdate><enddate>202112</enddate><creator>Hishikawa, Yoshihiro</creator><creator>Yoshita, Masahiro</creator><creator>Chiba, Yasuo</creator><creator>Seapan, Manit</creator><creator>Okajima, Keiichi</creator><general>Elsevier Ltd</general><general>Pergamon Press Inc</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope></search><sort><creationdate>202112</creationdate><title>Precise performance diagnosis of photovoltaic string by operation voltage and current: Experimental verification</title><author>Hishikawa, Yoshihiro ; Yoshita, Masahiro ; Chiba, Yasuo ; Seapan, Manit ; Okajima, Keiichi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c337t-1e40d465da82875fcf9e80177ac38ffca6f0222f6c02919af584e0aaf48145793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Data analysis</topic><topic>Electric potential</topic><topic>Irradiance</topic><topic>Maximum power current</topic><topic>Maximum power tracking</topic><topic>Maximum power voltage</topic><topic>Modules</topic><topic>Monitoring</topic><topic>Outdoor</topic><topic>Photovoltaic cells</topic><topic>Photovoltaics</topic><topic>Solar energy</topic><topic>Strings</topic><topic>Temperature correction</topic><topic>Voltage</topic><topic>Weather</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hishikawa, Yoshihiro</creatorcontrib><creatorcontrib>Yoshita, Masahiro</creatorcontrib><creatorcontrib>Chiba, Yasuo</creatorcontrib><creatorcontrib>Seapan, Manit</creatorcontrib><creatorcontrib>Okajima, Keiichi</creatorcontrib><collection>CrossRef</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Solar energy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hishikawa, Yoshihiro</au><au>Yoshita, Masahiro</au><au>Chiba, Yasuo</au><au>Seapan, Manit</au><au>Okajima, Keiichi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Precise performance diagnosis of photovoltaic string by operation voltage and current: Experimental verification</atitle><jtitle>Solar energy</jtitle><date>2021-12</date><risdate>2021</risdate><volume>230</volume><spage>704</spage><epage>713</epage><pages>704-713</pages><issn>0038-092X</issn><eissn>1471-1257</eissn><abstract>•Characterization of PV string performance by temperature-correcting the Vmp and Imp.•Temperature correction formulas of Vmp and Imp of PV strings under MPPT were verified.•Partial shading and activation of bypass diodes etc. can be sensitively detected.•Applicable to most kinds of crystalline silicon PV strings without modification. Improvement of the quantitative performance characterization of photovoltaic (PV) strings was investigated, based on their monitoring data during maximum power point tracking (MPPT) operation. The maximum power voltage Vmp and current Imp of the PV strings under MPPT were continuously monitored, and corrected to standard temperature of 25 °C by using the temperature correction formulas, which were recently developed for PV modules. The irradiance G was measured by using a PV module irradiance sensor. It was verified that the formulas are applicable to PV strings, enabling reproducible temperature correction of Vmp and Imp with relative standard deviation (σ) of about 0.4–0.9% under various weather conditions. Comparison of the outdoor results with indoor current–voltage curve measurements of the constituent modules in the strings showed that the maximum output power Pmax under the standard test conditions STC, i.e. 25 °C and 1 kWm−2, estimated from the temperature-corrected Vmp and Imp, agreed with the indoor result typically within ±1.5%. The experimental results also showed that other information of the string such as partial shading and activation of bypass diodes can be also sensitively detected by analyzing the temperature-corrected Vmp and Imp. The outdoor measurements and data analysis of this study can be carried out without stopping the MPPT operation of the string. The analysis is performed by using the real-time data. The present method is expected to be applicable to most kinds of crystalline silicon PV strings without modification.</abstract><cop>New York</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.solener.2021.10.044</doi><tpages>10</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0038-092X
ispartof Solar energy, 2021-12, Vol.230, p.704-713
issn 0038-092X
1471-1257
language eng
recordid cdi_proquest_journals_2621588840
source Elsevier ScienceDirect Journals
subjects Data analysis
Electric potential
Irradiance
Maximum power current
Maximum power tracking
Maximum power voltage
Modules
Monitoring
Outdoor
Photovoltaic cells
Photovoltaics
Solar energy
Strings
Temperature correction
Voltage
Weather
title Precise performance diagnosis of photovoltaic string by operation voltage and current: Experimental verification
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-15T01%3A10%3A26IST&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=Precise%20performance%20diagnosis%20of%20photovoltaic%20string%20by%20operation%20voltage%20and%20current:%20Experimental%20verification&rft.jtitle=Solar%20energy&rft.au=Hishikawa,%20Yoshihiro&rft.date=2021-12&rft.volume=230&rft.spage=704&rft.epage=713&rft.pages=704-713&rft.issn=0038-092X&rft.eissn=1471-1257&rft_id=info:doi/10.1016/j.solener.2021.10.044&rft_dat=%3Cproquest_cross%3E2621588840%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=2621588840&rft_id=info:pmid/&rft_els_id=S0038092X21009002&rfr_iscdi=true