{"id":"https://openalex.org/W4382468019","doi":"https://doi.org/10.1109/access.2023.3290316","title":"Enhanced Photovoltaic Systems Performance: Anti-Windup PI Controller in ANN-Based ARV MPPT Method","display_name":"Enhanced Photovoltaic Systems Performance: Anti-Windup PI Controller in ANN-Based ARV MPPT Method","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382468019","doi":"https://doi.org/10.1109/access.2023.3290316"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3290316","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290316","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10167656.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10167656.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058600834","display_name":"Musa Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-2306-6008"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]},{"id":"https://openalex.org/I32481161","display_name":"Batman University","ror":"https://ror.org/051tsqh55","country_code":"TR","type":"education","lineage":["https://openalex.org/I32481161"]}],"countries":["TR","US"],"is_corresponding":false,"raw_author_name":"Musa Yilmaz","raw_affiliation_strings":["Bourns College of Engineering, Center for Environmental Research and Technology, University of California at Riverside, Riverside, CA, USA","Engineering Faculty, Electrical and Electronics Engineering, Batman University, Batman, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-2306-6008","affiliations":[{"raw_affiliation_string":"Bourns College of Engineering, Center for Environmental Research and Technology, University of California at Riverside, Riverside, CA, USA","institution_ids":["https://openalex.org/I103635307"]},{"raw_affiliation_string":"Engineering Faculty, Electrical and Electronics Engineering, Batman University, Batman, Turkey","institution_ids":["https://openalex.org/I32481161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068704905","display_name":"Re\u015fat \u00c7elikel","orcid":"https://orcid.org/0000-0002-9169-6466"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Resat Celikel","raw_affiliation_strings":["Department of Mechatronics, Faculty of Technology, Firat University, Elazig, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-9169-6466","affiliations":[{"raw_affiliation_string":"Department of Mechatronics, Faculty of Technology, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040418556","display_name":"Ahmet G\u00fcndo\u011fdu","orcid":"https://orcid.org/0000-0002-8333-3083"},"institutions":[{"id":"https://openalex.org/I32481161","display_name":"Batman University","ror":"https://ror.org/051tsqh55","country_code":"TR","type":"education","lineage":["https://openalex.org/I32481161"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ahmet Gundogdu","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Batman University, Batman, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-8333-3083","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering and Architecture, Batman University, Batman, Turkey","institution_ids":["https://openalex.org/I32481161"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.9509,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.86030901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"90498","last_page":"90509"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12309","display_name":"solar cell performance optimization","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.8048473000526428},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7654564380645752},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6802829504013062},{"id":"https://openalex.org/keywords/maximum-power-point-tracking","display_name":"Maximum power point tracking","score":0.6323143243789673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6282376646995544},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.6193764209747314},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.6093732118606567},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.5299901366233826},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5023658275604248},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.17919552326202393},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15292766690254211},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.13361433148384094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13144639134407043},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.11056739091873169},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10784876346588135}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.8048473000526428},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7654564380645752},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6802829504013062},{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.6323143243789673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6282376646995544},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.6193764209747314},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.6093732118606567},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.5299901366233826},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5023658275604248},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.17919552326202393},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15292766690254211},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.13361433148384094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13144639134407043},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.11056739091873169},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10784876346588135},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3290316","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290316","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10167656.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d1632738ab5a4937a60fa20b63fef68a","is_oa":true,"landing_page_url":"https://doaj.org/article/d1632738ab5a4937a60fa20b63fef68a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 90498-90509 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3290316","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290316","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10167656.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.6800000071525574,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382468019.pdf","grobid_xml":"https://content.openalex.org/works/W4382468019.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1432360758","https://openalex.org/W1547939489","https://openalex.org/W1884863497","https://openalex.org/W1970875652","https://openalex.org/W1972582217","https://openalex.org/W1982441552","https://openalex.org/W1987253138","https://openalex.org/W2011884942","https://openalex.org/W2012060170","https://openalex.org/W2016034404","https://openalex.org/W2041763650","https://openalex.org/W2048193168","https://openalex.org/W2065072230","https://openalex.org/W2080598396","https://openalex.org/W2086436265","https://openalex.org/W2119221149","https://openalex.org/W2156042520","https://openalex.org/W2261732262","https://openalex.org/W2270481686","https://openalex.org/W2335599025","https://openalex.org/W2344102889","https://openalex.org/W2345588124","https://openalex.org/W2469607378","https://openalex.org/W2550109469","https://openalex.org/W2582946787","https://openalex.org/W2621033456","https://openalex.org/W2750966536","https://openalex.org/W2774187023","https://openalex.org/W2775687697","https://openalex.org/W2799785103","https://openalex.org/W2810257713","https://openalex.org/W2890134085","https://openalex.org/W2901393892","https://openalex.org/W2924189842","https://openalex.org/W2936626301","https://openalex.org/W2954032504","https://openalex.org/W2964655700","https://openalex.org/W2966171063","https://openalex.org/W2977707077","https://openalex.org/W2982196448","https://openalex.org/W2990400243","https://openalex.org/W2991717940","https://openalex.org/W3000525815","https://openalex.org/W3003677894","https://openalex.org/W3005617679","https://openalex.org/W3006667311","https://openalex.org/W3007993740","https://openalex.org/W3019719119","https://openalex.org/W3020264187","https://openalex.org/W3023065127","https://openalex.org/W3023485356","https://openalex.org/W3024415328","https://openalex.org/W3028105585","https://openalex.org/W3036531161","https://openalex.org/W3042514952","https://openalex.org/W3049230930","https://openalex.org/W3081069227","https://openalex.org/W3088709624","https://openalex.org/W3094007451","https://openalex.org/W3109458876","https://openalex.org/W3161006041","https://openalex.org/W4246197941","https://openalex.org/W4294766143","https://openalex.org/W4313289083","https://openalex.org/W4319166467","https://openalex.org/W6671266820","https://openalex.org/W6704419741"],"related_works":["https://openalex.org/W2093748482","https://openalex.org/W2090575600","https://openalex.org/W2366001104","https://openalex.org/W2366644717","https://openalex.org/W2367445858","https://openalex.org/W2351307261","https://openalex.org/W2026423993","https://openalex.org/W2381993707","https://openalex.org/W2392812934","https://openalex.org/W2348289076"],"abstract_inverted_index":{"Photovoltaic":[0],"(PV)":[1],"panels":[2],"exhibit":[3],"a":[4,9,62,82],"non-linear":[5],"current-voltage":[6],"characteristic":[7],"with":[8,96,118,132],"Maximum":[10],"Power":[11],"Point":[12],"(MPP)":[13],"that":[14,65],"varies":[15],"due":[16],"to":[17,47,68,123],"environmental":[18],"factors":[19],"such":[20],"as":[21],"solar":[22],"radiation":[23,120],"and":[24,87,101,104,138,145],"ambient":[25],"temperature.":[26],"In":[27],"this":[28],"study,":[29],"an":[30,88],"Artificial":[31],"Neural":[32],"Network":[33],"(ANN)-based":[34],"MPPT":[35],"method,":[36,44],"called":[37],"the":[38,49,54,75,97,110,150],"ANN-based":[39,58],"Adaptive":[40],"Reference":[41],"Voltage":[42],"(ARV)":[43],"is":[45,61,78,94],"proposed":[46,76,127,151],"determine":[48],"optimal":[50],"operating":[51],"point":[52],"of":[53,74,135],"PV":[55],"panel.":[56],"The":[57,72,126],"ARV":[59],"method":[60,77,128,152],"voltage-controlled":[63],"approach":[64],"can":[66],"adapt":[67],"changing":[69,158],"atmospheric":[70,116,159],"conditions.":[71,160],"performance":[73],"evaluated":[79],"using":[80],"both":[81],"normal":[83],"Proportional-Integral":[84],"(PI)":[85],"controller":[86],"anti-windup":[89],"PI":[90],"controller.":[91],"Comparative":[92],"analysis":[93],"conducted":[95],"widely":[98],"used":[99],"Perturb":[100],"Observe":[102],"(P&O)":[103],"Incremental":[105],"Conductance":[106],"(INC)":[107],"methods":[108],"in":[109,140,156],"MATLAB/Simulink":[111],"environment,":[112],"considering":[113],"three":[114],"different":[115],"scenarios":[117],"varying":[119],"levels":[121],"according":[122],"EN50530":[124],"standards.":[125],"demonstrates":[129],"superior":[130],"efficiency":[131],"overall":[133],"results":[134],"99.4%,":[136],"95.9%,":[137],"96%":[139],"scenario":[141,143,146],"1,":[142],"2,":[144],"3,":[147],"respectively.":[148],"Particularly,":[149],"exhibits":[153],"notable":[154],"superiority":[155],"rapidly":[157]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
