{"id":"https://openalex.org/W4221055791","doi":"https://doi.org/10.1109/access.2022.3161467","title":"An Effective Optimization Algorithm for Parameters Identification of Photovoltaic Models","display_name":"An Effective Optimization Algorithm for Parameters Identification of Photovoltaic Models","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4221055791","doi":"https://doi.org/10.1109/access.2022.3161467"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3161467","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3161467","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09739682.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/9668973/09739682.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018798516","display_name":"Behdad Arandian","orcid":"https://orcid.org/0000-0002-4984-7224"},"institutions":[{"id":"https://openalex.org/I2799282979","display_name":"Islamic Azad University, Isfahan","ror":"https://ror.org/039zhhm92","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2799282979"]},{"id":"https://openalex.org/I4210140966","display_name":"Islamic Azad University Dolatabad","ror":"https://ror.org/049g0t365","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210140966"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Behdad Arandian","raw_affiliation_strings":["1Department of Electrical Engineering, Dolatabad Branch, Islamic Azad University, Isfahan, Iran"],"raw_orcid":"https://orcid.org/0000-0002-4984-7224","affiliations":[{"raw_affiliation_string":"1Department of Electrical Engineering, Dolatabad Branch, Islamic Azad University, Isfahan, Iran","institution_ids":["https://openalex.org/I4210140966","https://openalex.org/I2799282979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014015962","display_name":"Mahdiyeh Eslami","orcid":"https://orcid.org/0000-0003-1174-1595"},"institutions":[{"id":"https://openalex.org/I4210152146","display_name":"Islamic Azad University Kerman","ror":"https://ror.org/04ywz9252","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I4210152146"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahdiyeh Eslami","raw_affiliation_strings":["Department of Electrical Engineering, Kerman Branch, Islamic Azad University, Kerman, Iran"],"raw_orcid":"https://orcid.org/0000-0003-1174-1595","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Kerman Branch, Islamic Azad University, Kerman, Iran","institution_ids":["https://openalex.org/I4210152146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020572306","display_name":"S.N. Khalid","orcid":"https://orcid.org/0000-0002-8846-1842"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Saifulnizam Abd. Khalid","raw_affiliation_strings":["School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, Johor Bahru, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013466965","display_name":"Baseem Khan","orcid":"https://orcid.org/0000-0003-1667-386X"},"institutions":[{"id":"https://openalex.org/I193649603","display_name":"Hawassa University","ror":"https://ror.org/04r15fz20","country_code":"ET","type":"education","lineage":["https://openalex.org/I193649603"]}],"countries":["ET"],"is_corresponding":false,"raw_author_name":"Baseem Khan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Hawassa University, Hawassa, Ethiopia"],"raw_orcid":"https://orcid.org/0000-0003-1667-386X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Hawassa University, Hawassa, Ethiopia","institution_ids":["https://openalex.org/I193649603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075184201","display_name":"Usman Ullah Sheikh","orcid":"https://orcid.org/0000-0001-9054-093X"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Usman Ullah Sheikh","raw_affiliation_strings":["School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, Johor Bahru, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005365851","display_name":"Ehsan Akbari","orcid":"https://orcid.org/0000-0002-5318-5673"},"institutions":[{"id":"https://openalex.org/I123173325","display_name":"Mazandaran University of Science and Technology","ror":"https://ror.org/03s3hf581","country_code":"IR","type":"education","lineage":["https://openalex.org/I123173325"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ehsan Akbari","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering Mazandaran University of Science and Technology, Babol, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering Mazandaran University of Science and Technology, Babol, Iran","institution_ids":["https://openalex.org/I123173325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016126269","display_name":"Adil Hussein Mohammed","orcid":"https://orcid.org/0000-0002-6531-2051"},"institutions":[{"id":"https://openalex.org/I1294182474","display_name":"Cihan University-Erbil","ror":"https://ror.org/03hevjm30","country_code":"IQ","type":"education","lineage":["https://openalex.org/I1294182474"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Adil Hussein Mohammed","raw_affiliation_strings":["Department of Communication and Computer Engineering, Faculty of Engineering, Cihan University-Erbil, Kurdistan Region, Erbil, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-6531-2051","affiliations":[{"raw_affiliation_string":"Department of Communication and Computer Engineering, Faculty of Engineering, Cihan University-Erbil, Kurdistan Region, Erbil, Iraq","institution_ids":["https://openalex.org/I1294182474"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"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":2.0798,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.87009063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"34069","last_page":"34084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9983000159263611,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.6923619508743286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6005905866622925},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.575774610042572},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.5022192001342773},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4631554186344147},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3072599768638611},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16800302267074585},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09801653027534485},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0875248908996582}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.6923619508743286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6005905866622925},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.575774610042572},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.5022192001342773},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4631554186344147},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3072599768638611},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16800302267074585},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09801653027534485},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0875248908996582},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3161467","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3161467","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09739682.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bc989386d25646c89e5a78c4ddf0de10","is_oa":false,"landing_page_url":"https://doaj.org/article/bc989386d25646c89e5a78c4ddf0de10","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 34069-34084 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3161467","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3161467","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09739682.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221055791.pdf","grobid_xml":"https://content.openalex.org/works/W4221055791.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W659097678","https://openalex.org/W1546794222","https://openalex.org/W1758868695","https://openalex.org/W1927141116","https://openalex.org/W1965213474","https://openalex.org/W1968353739","https://openalex.org/W1977315075","https://openalex.org/W1984172592","https://openalex.org/W1985147356","https://openalex.org/W1987328901","https://openalex.org/W1993386311","https://openalex.org/W2010811793","https://openalex.org/W2016584611","https://openalex.org/W2019666491","https://openalex.org/W2024808031","https://openalex.org/W2025219614","https://openalex.org/W2056203337","https://openalex.org/W2059116604","https://openalex.org/W2059584624","https://openalex.org/W2146246970","https://openalex.org/W2151554678","https://openalex.org/W2152080365","https://openalex.org/W2191201785","https://openalex.org/W2208683959","https://openalex.org/W2254642668","https://openalex.org/W2262722845","https://openalex.org/W2336506622","https://openalex.org/W2339126074","https://openalex.org/W2341862779","https://openalex.org/W2470299994","https://openalex.org/W2546601885","https://openalex.org/W2564961664","https://openalex.org/W2724943948","https://openalex.org/W2753628308","https://openalex.org/W2760572903","https://openalex.org/W2766096666","https://openalex.org/W2771095084","https://openalex.org/W2792150257","https://openalex.org/W2810921238","https://openalex.org/W2888248957","https://openalex.org/W2900164475","https://openalex.org/W2902191103","https://openalex.org/W2911604918","https://openalex.org/W2917526305","https://openalex.org/W2920472726","https://openalex.org/W2924189842","https://openalex.org/W2951494675","https://openalex.org/W2969592804","https://openalex.org/W2985975201","https://openalex.org/W2988178714","https://openalex.org/W2990471907","https://openalex.org/W2999319845","https://openalex.org/W3000678747","https://openalex.org/W3007907254","https://openalex.org/W3014672219","https://openalex.org/W3015999613","https://openalex.org/W3018579603","https://openalex.org/W3019209293","https://openalex.org/W3022425560","https://openalex.org/W3023822309","https://openalex.org/W3081040820","https://openalex.org/W3084632257","https://openalex.org/W3113858499","https://openalex.org/W3125617689","https://openalex.org/W3134803685","https://openalex.org/W3185273769","https://openalex.org/W3188722688","https://openalex.org/W3215347625","https://openalex.org/W4206826063","https://openalex.org/W4206969528","https://openalex.org/W4292361647","https://openalex.org/W6632662237","https://openalex.org/W6640391195"],"related_works":["https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W2140656843","https://openalex.org/W3040644038","https://openalex.org/W4311207076","https://openalex.org/W4407317978","https://openalex.org/W3203633096","https://openalex.org/W2355226480"],"abstract_inverted_index":{"Renewable":[0],"energy":[1,13,28],"is":[2,96,155],"becoming":[3],"more":[4,52],"popular":[5],"due":[6,49],"to":[7,30,50,76],"environmental":[8],"concerns":[9],"about":[10],"the":[11,24,62,67,80,119,130,133,136,142,163,184,200,206,218],"previous":[12],"source.":[14],"Accurate":[15],"solar":[16,27],"photovoltaic":[17],"(PV)":[18],"system":[19],"model":[20],"parameters":[21,182],"substantially":[22],"impact":[23],"efficiency":[25],"of":[26,66,101,135],"conversion":[29],"electricity.":[31],"In":[32,83],"this":[33,84],"matter,":[34],"swarm":[35,72,93],"and":[36,57,64,73,128,162,195,214,221],"evolutionary":[37,74],"optimization":[38,94,174],"algorithms":[39],"have":[40],"been":[41],"widely":[42],"utilized":[43],"in":[44,79,183],"dealing":[45],"with":[46,167],"practical":[47],"problems":[48],"their":[51],"straightforward":[53],"concepts,":[54],"efficacy,":[55],"flexibility,":[56],"easy-to-implement":[58],"procedural":[59],"frameworks.":[60],"However,":[61],"nonlinearity":[63],"complexity":[65],"PV":[68,102,185,196],"parameter":[69,99],"identification":[70,100],"caused":[71],"optimizers":[75],"exhibit":[77],"Immaturity":[78],"obtained":[81],"solutions.":[82],"study,":[85],"an":[86],"effective":[87,173],"metaheuristic":[88],"algorithm":[89,107,209],"based":[90,122],"on":[91,123,199],"tunicate":[92,127],"(TSA)":[95],"proposed":[97,105,177],"for":[98],"models.":[103],"The":[104,151,176],"improved":[106,207],"(ITSA)":[108],"has":[109,210],"two":[110],"main":[111],"phases":[112],"at":[113],"each":[114],"iteration:":[115],"searching":[116],"all":[117],"around":[118],"search":[120,131],"space":[121],"a":[124],"randomly":[125],"selected":[126],"improving":[129],"using":[132,157],"position":[134],"best":[137],"tunicate.":[138],"This":[139],"modification":[140],"improves":[141],"algorithm\u2019s":[143,153],"exploration":[144],"ability":[145],"while":[146],"also":[147],"preventing":[148],"premature":[149],"convergence.":[150],"suggested":[152],"performance":[154],"confirmed":[156],"ten":[158],"mathematical":[159],"test":[160],"functions":[161],"outcomes":[164],"are":[165],"compared":[166],"TSA":[168,220],"as":[169,171,188],"well":[170],"some":[172],"algorithms.":[175,224],"ITSA":[178,208],"optimally":[179],"identifies":[180],"various":[181],"model,":[186],"such":[187],"single":[189],"diode":[190,193],"(SDM),":[191],"double":[192],"(DDM),":[194],"modules.":[197],"Based":[198],"comprehensive":[201],"comparisons,":[202],"results":[203],"indicate":[204],"that":[205],"higher":[211],"convergence":[212],"accuracy":[213],"better":[215],"stability":[216],"than":[217],"original":[219],"other":[222],"studied":[223]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}