{"id":"https://openalex.org/W4309002016","doi":"https://doi.org/10.3390/photonics9110858","title":"A Novel Metaheuristic Approach for Solar Photovoltaic Parameter Extraction Using Manufacturer Data","display_name":"A Novel Metaheuristic Approach for Solar Photovoltaic Parameter Extraction Using Manufacturer Data","publication_year":2022,"publication_date":"2022-11-13","ids":{"openalex":"https://openalex.org/W4309002016","doi":"https://doi.org/10.3390/photonics9110858"},"language":"en","primary_location":{"id":"doi:10.3390/photonics9110858","doi":"https://doi.org/10.3390/photonics9110858","is_oa":true,"landing_page_url":"https://doi.org/10.3390/photonics9110858","pdf_url":"https://www.mdpi.com/2304-6732/9/11/858/pdf?version=1668340601","source":{"id":"https://openalex.org/S2738274844","display_name":"Photonics","issn_l":"2304-6732","issn":["2304-6732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Photonics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2304-6732/9/11/858/pdf?version=1668340601","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012432701","display_name":"Salwan Tajjour","orcid":"https://orcid.org/0000-0001-5916-9626","observed_orcids":["https://orcid.org/0000-0001-5916-9626"]},"institutions":[{"id":"https://openalex.org/I4210133311","display_name":"Shoolini University","ror":"https://ror.org/02xe2fg84","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210133311"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Salwan Tajjour","raw_affiliation_strings":["Solar Photovoltaic Research Group, Centre of Excellence in Energy Science and Technology, Shoolini University, Solan 173212, Himachal Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0001-5916-9626","affiliations":[{"raw_affiliation_string":"Solar Photovoltaic Research Group, Centre of Excellence in Energy Science and Technology, Shoolini University, Solan 173212, Himachal Pradesh, India","institution_ids":["https://openalex.org/I4210133311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054966176","display_name":"Shyam Singh Chandel","orcid":"https://orcid.org/0000-0003-2005-0155","observed_orcids":["https://orcid.org/0000-0003-2005-0155"]},"institutions":[{"id":"https://openalex.org/I4210133311","display_name":"Shoolini University","ror":"https://ror.org/02xe2fg84","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210133311"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shyam Singh Chandel","raw_affiliation_strings":["Solar Photovoltaic Research Group, Centre of Excellence in Energy Science and Technology, Shoolini University, Solan 173212, Himachal Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-2005-0155","affiliations":[{"raw_affiliation_string":"Solar Photovoltaic Research Group, Centre of Excellence in Energy Science and Technology, Shoolini University, Solan 173212, Himachal Pradesh, India","institution_ids":["https://openalex.org/I4210133311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026567808","display_name":"Hasmat Malik","orcid":"https://orcid.org/0000-0002-0085-9734","observed_orcids":["https://orcid.org/0000-0002-0085-9734"]},"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":true,"raw_author_name":"Hasmat Malik","raw_affiliation_strings":["Department of Electrical Power Engineering, Faculty of Electrical Engineering, University Technology Malaysia (UTM), Johor Bahru 81310, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-0085-9734","affiliations":[{"raw_affiliation_string":"Department of Electrical Power Engineering, Faculty of Electrical Engineering, University Technology Malaysia (UTM), Johor Bahru 81310, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091645870","display_name":"Majed A. Alotaibi","orcid":"https://orcid.org/0000-0001-6105-7471","observed_orcids":["https://orcid.org/0000-0001-6105-7471"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Majed A. Alotaibi","raw_affiliation_strings":["Department of Electrical Engineering, College of Engineering, King Saud University, Riyadh 11421, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6105-7471","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, College of Engineering, King Saud University, Riyadh 11421, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026767724","display_name":"Taha Selim Ustun","orcid":"https://orcid.org/0000-0002-2413-8421","observed_orcids":["https://orcid.org/0000-0002-2413-8421"]},"institutions":[{"id":"https://openalex.org/I4405286315","display_name":"Fukushima Renewable Energy Institute, AIST","ror":"https://ror.org/01sfpkt42","country_code":"JP","type":"facility","lineage":["https://openalex.org/I4405286315","https://openalex.org/I73613424"]},{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Taha Selim Ustun","raw_affiliation_strings":["Fukushima Renewable Energy Institute, AIST (FREA), National Institute of Advanced Industrial Science and Technology (AIST), Fukushima, Koriyama 9630298, Japan"],"raw_orcid":"https://orcid.org/0000-0002-2413-8421","affiliations":[{"raw_affiliation_string":"Fukushima Renewable Energy Institute, AIST (FREA), National Institute of Advanced Industrial Science and Technology (AIST), Fukushima, Koriyama 9630298, Japan","institution_ids":["https://openalex.org/I4405286315","https://openalex.org/I73613424"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026567808"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":{"value":1800,"currency":"CHF","value_usd":1885},"apc_paid":{"value":1800,"currency":"CHF","value_usd":1885},"fwci":1.4657,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.80714364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"9","issue":"11","first_page":"858","last_page":"858"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9897000193595886,"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":0.9897000193595886,"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":0.008100000210106373,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/manufacturer-datasheet","display_name":"manufacturer datasheet","score":0.7059999704360962},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.8640000224113464},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"particle swarm optimization","score":0.9480000138282776},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.9990000128746033},{"id":"https://openalex.org/keywords/solar-cell-modeling","display_name":"solar cell modeling","score":0.847000002861023},{"id":"https://openalex.org/keywords/solar-radiation-conditions","display_name":"solar radiation conditions","score":0.7319999933242798}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7806088924407959},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7177744507789612},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6770864725112915},{"id":"https://openalex.org/C2776784348","wikidata":"https://www.wikidata.org/wiki/Q5762595","display_name":"Microgrid","level":3,"score":0.6439699530601501},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6336261034011841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6243664026260376},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.482438862323761},{"id":"https://openalex.org/C2780824857","wikidata":"https://www.wikidata.org/wiki/Q58803","display_name":"Solar cell","level":2,"score":0.4750385582447052},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41670113801956177},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28394579887390137},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.17251408100128174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14318594336509705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13994738459587097},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13569769263267517},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11126834154129028},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/photonics9110858","doi":"https://doi.org/10.3390/photonics9110858","is_oa":true,"landing_page_url":"https://doi.org/10.3390/photonics9110858","pdf_url":"https://www.mdpi.com/2304-6732/9/11/858/pdf?version=1668340601","source":{"id":"https://openalex.org/S2738274844","display_name":"Photonics","issn_l":"2304-6732","issn":["2304-6732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Photonics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:39ec44521f5849928103675524e18ae8","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/39ec44521f5849928103675524e18ae8","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,"listed_in":[],"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":"Photonics, Vol 9, Iss 11, p 858 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/photonics9110858","doi":"https://doi.org/10.3390/photonics9110858","is_oa":true,"landing_page_url":"https://doi.org/10.3390/photonics9110858","pdf_url":"https://www.mdpi.com/2304-6732/9/11/858/pdf?version=1668340601","source":{"id":"https://openalex.org/S2738274844","display_name":"Photonics","issn_l":"2304-6732","issn":["2304-6732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Photonics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9853000044822693},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4309002016.pdf","grobid_xml":"https://content.openalex.org/works/W4309002016.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1964239452","https://openalex.org/W1970832389","https://openalex.org/W1984172592","https://openalex.org/W2010811793","https://openalex.org/W2012473909","https://openalex.org/W2024808031","https://openalex.org/W2053637162","https://openalex.org/W2055557873","https://openalex.org/W2056203337","https://openalex.org/W2060689820","https://openalex.org/W2081532492","https://openalex.org/W2191201785","https://openalex.org/W2254642668","https://openalex.org/W2475926307","https://openalex.org/W2611196319","https://openalex.org/W2788672209","https://openalex.org/W2888707334","https://openalex.org/W2907829687","https://openalex.org/W2911001524","https://openalex.org/W2944064728","https://openalex.org/W2979370854","https://openalex.org/W3023125823","https://openalex.org/W3034831863","https://openalex.org/W3037319992","https://openalex.org/W3083781764","https://openalex.org/W3086039200","https://openalex.org/W3089911346","https://openalex.org/W3092005539","https://openalex.org/W3092112383","https://openalex.org/W3092528680","https://openalex.org/W3100075243","https://openalex.org/W3171236168","https://openalex.org/W3172408343","https://openalex.org/W3175726124","https://openalex.org/W3181251094","https://openalex.org/W3186322847","https://openalex.org/W3186676750","https://openalex.org/W4212836527","https://openalex.org/W4213048968","https://openalex.org/W4242242971","https://openalex.org/W4250503569","https://openalex.org/W4283751601","https://openalex.org/W4285614036","https://openalex.org/W4290860535","https://openalex.org/W4316335551","https://openalex.org/W6957701635"],"related_works":["https://openalex.org/W4387010269","https://openalex.org/W6888948302","https://openalex.org/W4411878023","https://openalex.org/W2965682545","https://openalex.org/W4393900865","https://openalex.org/W3168310736","https://openalex.org/W7165572700","https://openalex.org/W3090318670","https://openalex.org/W4387758470","https://openalex.org/W7154481532"],"abstract_inverted_index":{"Solar":[0,20],"photovoltaic":[1],"(PV)":[2],"panel":[3],"parameter":[4],"estimation":[5],"is":[6,26,100,107,174],"vital":[7],"to":[8,28,58,121,162],"manage":[9],"solar-based":[10],"microgrid":[11],"operations,":[12],"for":[13,45,63,90,177],"which":[14,40,130],"several":[15],"techniques":[16,77],"have":[17],"been":[18],"developed.":[19],"cell":[21],"modeling":[22],"using":[23,69,169],"metaheuristic":[24],"algorithms":[25],"found":[27,120],"be":[29,43,122],"one":[30],"of":[31,47,66,149,175,182],"the":[32,48,60,150,157,178],"accurate":[33,102,123],"techniques.":[34],"However,":[35],"it":[36],"requires":[37],"experimental":[38,170],"datasets,":[39],"may":[41],"not":[42,168],"available":[44],"most":[46],"industrial":[49],"modules.":[50],"Therefore,":[51],"this":[52,92],"study":[53,173],"proposed":[54,151],"a":[55],"new":[56,110],"model":[57,111],"estimate":[59],"solar":[61,116,145],"parameters":[62],"two":[64,75],"types":[65],"PV":[67,186],"panels":[68],"manufacturer":[70],"datasheets":[71],"only.":[72],"In":[73],"addition,":[74],"optimization":[76,81],"called":[78],"particle":[79],"swarm":[80],"(PSO)":[82],"and":[83,119,140],"genetic":[84],"algorithm":[85],"(GA)":[86],"were":[87],"also":[88],"investigated":[89],"solving":[91],"problem.":[93],"The":[94,109,172],"predicted":[95],"results":[96],"showed":[97,159],"that":[98],"GA":[99],"more":[101],"than":[103],"PSO,":[104],"but":[105],"PSO":[106],"faster.":[108],"was":[112],"tested":[113],"under":[114,124,136],"different":[115],"radiation":[117],"conditions":[118,139],"all":[125],"conditions,":[126],"with":[127,153,164],"an":[128],"error":[129],"varied":[131],"between":[132],"7.6212":[133],"\u00d7":[134],"10\u22124":[135],"standard":[137],"testing":[138],"0.0032":[141],"at":[142],"200":[143],"W/m2":[144],"radiation.":[146],"Further":[147],"comparison":[148],"method":[152],"other":[154,165],"methods":[155],"in":[156],"literature":[158],"its":[160],"capability":[161],"compete":[163],"models":[166],"despite":[167],"datasets.":[171],"significance":[176],"sustainable":[179],"energy":[180],"management":[181],"newly":[183],"established":[184],"commercial":[185],"micro":[187],"grids.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-11-20T00:00:00"}
