{"id":"https://openalex.org/W4408839132","doi":"https://doi.org/10.1109/bigdata62323.2024.10937761","title":"Data Generation for Photovoltaic Systems: Enhancing Accuracy with the Huld Model","display_name":"Data Generation for Photovoltaic Systems: Enhancing Accuracy with the Huld Model","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4408839132","doi":"https://doi.org/10.1109/bigdata62323.2024.10937761"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10937761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10937761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012903764","display_name":"Ali Aghazadeh Ardebili","orcid":"https://orcid.org/0000-0002-3557-9986"},"institutions":[{"id":"https://openalex.org/I4210097502","display_name":"Ospedale San Filippo Neri","ror":"https://ror.org/00qt4k071","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210097502"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Ali Aghazadeh Ardebili","raw_affiliation_strings":["HSPI,Dept. of Research and Development,Rome"],"affiliations":[{"raw_affiliation_string":"HSPI,Dept. of Research and Development,Rome","institution_ids":["https://openalex.org/I4210097502"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082351606","display_name":"Andreas Livera","orcid":"https://orcid.org/0000-0002-3732-9171"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Andreas Livera","raw_affiliation_strings":["University of Cyprus,PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, Dept. of Electrical and Computer Engineering,Nicosia,Cyprus,1678"],"affiliations":[{"raw_affiliation_string":"University of Cyprus,PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, Dept. of Electrical and Computer Engineering,Nicosia,Cyprus,1678","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025348509","display_name":"George E. Georghiou","orcid":"https://orcid.org/0000-0002-5872-5851"},"institutions":[{"id":"https://openalex.org/I34771391","display_name":"University of Cyprus","ror":"https://ror.org/02qjrjx09","country_code":"CY","type":"education","lineage":["https://openalex.org/I34771391"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"George E. Georghiou","raw_affiliation_strings":["University of Cyprus,PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, Dept. of Electrical and Computer Engineering,Nicosia,Cyprus,1678"],"affiliations":[{"raw_affiliation_string":"University of Cyprus,PV Technology Laboratory, FOSS Research Centre for Sustainable Energy, Dept. of Electrical and Computer Engineering,Nicosia,Cyprus,1678","institution_ids":["https://openalex.org/I34771391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053059459","display_name":"Antonella Longo","orcid":"https://orcid.org/0000-0002-6902-0160"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Longo","raw_affiliation_strings":["University of Salento,CRISR,Dept. of Engineering for Innovation,Lecce,Italy"],"affiliations":[{"raw_affiliation_string":"University of Salento,CRISR,Dept. of Engineering for Innovation,Lecce,Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082443197","display_name":"Antonio Ficarella","orcid":"https://orcid.org/0000-0003-3206-4212"},"institutions":[{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]},{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Ficarella","raw_affiliation_strings":["University of Salento,CRISR,Dept. of Engineering for Innovation,Lecce,Italy"],"affiliations":[{"raw_affiliation_string":"University of Salento,CRISR,Dept. of Engineering for Innovation,Lecce,Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012903764"],"corresponding_institution_ids":["https://openalex.org/I4210097502"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26512892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.628000020980835,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.628000020980835,"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/photovoltaic-system","display_name":"Photovoltaic system","score":0.7838844060897827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6031497716903687},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5263582468032837},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16261130571365356},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15696638822555542},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12556776404380798}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7838844060897827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6031497716903687},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5263582468032837},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16261130571365356},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15696638822555542},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12556776404380798}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10937761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10937761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1895745446","https://openalex.org/W1974532787","https://openalex.org/W1974746101","https://openalex.org/W2012569084","https://openalex.org/W2016823018","https://openalex.org/W2042904650","https://openalex.org/W2164803293","https://openalex.org/W2214227126","https://openalex.org/W2236161835","https://openalex.org/W2342251104","https://openalex.org/W2557445119","https://openalex.org/W2557718140","https://openalex.org/W2753514536","https://openalex.org/W2804522644","https://openalex.org/W2886638015","https://openalex.org/W2889814654","https://openalex.org/W2895159086","https://openalex.org/W2999973706","https://openalex.org/W3208525551","https://openalex.org/W4285307108","https://openalex.org/W4306916500","https://openalex.org/W4312624672","https://openalex.org/W4360584142","https://openalex.org/W4368232273","https://openalex.org/W4389208497","https://openalex.org/W4390102240","https://openalex.org/W4390189007","https://openalex.org/W4391093132","https://openalex.org/W4391094663","https://openalex.org/W4392101288","https://openalex.org/W4392453000","https://openalex.org/W4394598298","https://openalex.org/W6633204424","https://openalex.org/W6676545716","https://openalex.org/W6861334656"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Gaps":[0],"in":[1,7,84,149,165],"current":[2],"numerical":[3],"models":[4,68,135],"highlight":[5],"challenges":[6],"accurately":[8],"simulating":[9,150],"photovoltaic":[10],"(PV)":[11],"systems,":[12],"particularly":[13],"their":[14],"sensitivity":[15],"to":[16,55,69,112],"weather":[17],"forecast":[18],"outputs":[19],"and":[20,30,38,101,125,157,171],"the":[21,46,64,79,104,114,121,132],"impact":[22],"of":[23,48,66,106,116,131],"environmental":[24],"factors":[25,33],"such":[26],"as":[27],"wind":[28],"speed":[29],"humidity.":[31],"These":[32],"introduce":[34],"discrepancies":[35,99],"between":[36,123],"simulated":[37,124],"real-life":[39,92],"PV":[40,50,93,144,151],"system":[41,145,152],"performance.":[42],"This":[43,109],"study":[44],"investigates":[45],"potential":[47],"open-source":[49],"physical":[51],"models,":[52],"leveraging":[53],"pvlib-python,":[54,85],"address":[56],"these":[57,67],"challenges.":[58],"The":[59,129,159],"research":[60],"focuses":[61],"on":[62],"enhancing":[63],"accuracy":[65,115,156],"generate":[70],"synthetic":[71,117,166],"data":[72,89,167],"that":[73],"closely":[74],"replicate":[75],"real-world":[76],"conditions.":[77],"Using":[78],"single":[80],"diode":[81],"equation":[82],"implemented":[83],"DC":[86],"power":[87],"production":[88],"from":[90,142],"a":[91,143,162],"module":[94],"is":[95,136],"simulated,":[96],"with":[97,154],"initial":[98],"identified":[100],"mitigated":[102],"through":[103],"integration":[105,110],"Huld":[107,172],"model.":[108,173],"aims":[111],"improve":[113],"data,":[118],"thereby":[119],"bridging":[120],"gap":[122],"actual":[126],"performance":[127],"metrics.":[128],"efficacy":[130],"enhanced":[133,155],"predictive":[134],"evaluated":[137],"using":[138,169],"historical":[139],"field":[140],"measurements":[141],"testbed,":[146],"demonstrating":[147],"advancements":[148],"behaviors":[153],"reliability.":[158],"results":[160],"unveil":[161],"significant":[163],"enhancement":[164],"generation":[168],"PVLib":[170]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}