{"id":"https://openalex.org/W4327730808","doi":"https://doi.org/10.3390/rs15061622","title":"Domain Hybrid Day-Ahead Solar Radiation Forecasting Scheme","display_name":"Domain Hybrid Day-Ahead Solar Radiation Forecasting Scheme","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4327730808","doi":"https://doi.org/10.3390/rs15061622"},"language":"en","primary_location":{"id":"doi:10.3390/rs15061622","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15061622","pdf_url":"https://www.mdpi.com/2072-4292/15/6/1622/pdf?version=1679538713","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/6/1622/pdf?version=1679538713","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058088479","display_name":"Jinwoong Park","orcid":"https://orcid.org/0000-0002-5103-5268"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinwoong Park","raw_affiliation_strings":["School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324396","display_name":"Sungwoo Park","orcid":"https://orcid.org/0000-0001-5469-0332"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungwoo Park","raw_affiliation_strings":["School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066467394","display_name":"Jonghwa Shim","orcid":"https://orcid.org/0000-0001-9738-1038"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jonghwa Shim","raw_affiliation_strings":["School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071337745","display_name":"Eenjun Hwang","orcid":"https://orcid.org/0000-0002-0418-4092"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Eenjun Hwang","raw_affiliation_strings":["School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071337745"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.2098,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82526295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"15","issue":"6","first_page":"1622","last_page":"1622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998000264167786,"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":0.9998000264167786,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9980000257492065,"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"}},{"id":"https://openalex.org/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9667999744415283,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6559309363365173},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.5543769598007202},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5479316115379333},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.5202547311782837},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.43604153394699097},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.43545907735824585},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.41607263684272766},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3580132722854614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25312721729278564},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24803543090820312},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15146300196647644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13860315084457397},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10778805613517761},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10496193170547485},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09037524461746216}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6559309363365173},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.5543769598007202},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5479316115379333},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.5202547311782837},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.43604153394699097},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.43545907735824585},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.41607263684272766},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3580132722854614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25312721729278564},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24803543090820312},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15146300196647644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13860315084457397},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10778805613517761},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10496193170547485},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09037524461746216},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","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":3,"locations":[{"id":"doi:10.3390/rs15061622","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15061622","pdf_url":"https://www.mdpi.com/2072-4292/15/6/1622/pdf?version=1679538713","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:bfdde418122e49dbab51fdaea0983f6f","is_oa":true,"landing_page_url":"https://doaj.org/article/bfdde418122e49dbab51fdaea0983f6f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 6, p 1622 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/6/1622/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15061622","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 6; Pages: 1622","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15061622","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15061622","pdf_url":"https://www.mdpi.com/2072-4292/15/6/1622/pdf?version=1679538713","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1377661412","display_name":null,"funder_award_id":"2019M3F2A1073184","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6715807384","display_name":null,"funder_award_id":"2019M3F2A1073","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7238273681","display_name":null,"funder_award_id":"2019M3F2A1073184","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4327730808.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1973075395","https://openalex.org/W1985944521","https://openalex.org/W2024787682","https://openalex.org/W2044451649","https://openalex.org/W2056657701","https://openalex.org/W2070826863","https://openalex.org/W2101234009","https://openalex.org/W2109316012","https://openalex.org/W2125056386","https://openalex.org/W2154523483","https://openalex.org/W2195527334","https://openalex.org/W2232135794","https://openalex.org/W2278589437","https://openalex.org/W2293918375","https://openalex.org/W2295797531","https://openalex.org/W2346227481","https://openalex.org/W2517253232","https://openalex.org/W2692994384","https://openalex.org/W2765736339","https://openalex.org/W2787894218","https://openalex.org/W2886807638","https://openalex.org/W2903951048","https://openalex.org/W2941944264","https://openalex.org/W2976437134","https://openalex.org/W2980189150","https://openalex.org/W2995847320","https://openalex.org/W2999323915","https://openalex.org/W3026530861","https://openalex.org/W3033095262","https://openalex.org/W3042732012","https://openalex.org/W3086173146","https://openalex.org/W3087798270","https://openalex.org/W3090232294","https://openalex.org/W3179573039","https://openalex.org/W3188529979","https://openalex.org/W4253953323","https://openalex.org/W4283644288","https://openalex.org/W4315701561","https://openalex.org/W6675354045","https://openalex.org/W6697339809","https://openalex.org/W6737881117"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W2011248322","https://openalex.org/W2329112433"],"abstract_inverted_index":{"Recently,":[0,45],"energy":[1,5],"procurement":[2],"by":[3],"renewable":[4],"sources":[6],"has":[7,15],"increased.":[8],"In":[9,90,117,152],"particular,":[10],"as":[11,172],"solar":[12,22,42,62,65],"power":[13],"generation":[14],"a":[16,69,95,156],"high":[17],"penetration":[18],"rate":[19],"among":[20],"them,":[21],"radiation":[23,43,66],"predictions":[24],"at":[25],"the":[26,57,73,86,118,125,142,153,165,169,173,177,191],"site":[27],"are":[28],"attracting":[29],"much":[30],"attention":[31],"for":[32],"efficient":[33],"operation.":[34],"Various":[35],"approaches":[36],"have":[37,48,68],"been":[38,49],"proposed":[39,50,111,181],"to":[40,51,103,188],"forecast":[41,166],"accurately.":[44],"hybrid":[46,97,160],"models":[47],"improve":[52],"performance":[53,81],"through":[54],"forecasting":[55,71,80,98,121,140],"in":[56,72,124,141,190],"frequency":[58,74,126],"domain":[59,75,96,127,144,159],"using":[60,128,147,164],"past":[61],"radiation.":[63],"Since":[64],"data":[67],"pattern,":[70],"can":[76,101],"be":[77],"effective.":[78],"However,":[79],"deteriorates":[82],"on":[83],"days":[84],"when":[85],"weather":[87,104],"suddenly":[88],"changes.":[89],"this":[91],"paper,":[92],"we":[93],"propose":[94],"model":[99,112,161,182],"that":[100],"respond":[102],"changes":[105],"and":[106,136],"exhibit":[107],"improved":[108],"performance.":[109],"The":[110],"consists":[113],"of":[114,168,186],"two":[115],"stages.":[116],"first":[119,170],"stage,":[120,155],"is":[122,145,162],"performed":[123],"wavelet":[129],"transform,":[130],"complete":[131],"ensemble":[132],"empirical":[133],"mode":[134],"decomposition,":[135],"multilayer":[137,157],"perceptron,":[138],"while":[139],"sequence":[143],"accomplished":[146],"light":[148],"gradient":[149],"boosting":[150],"machine.":[151],"second":[154],"perceptron-based":[158],"constructed":[163],"values":[167],"stage":[171],"input.":[174],"Compared":[175],"with":[176],"frequency-domain":[178],"model,":[179],"our":[180],"exhibits":[183],"an":[184],"improvement":[185],"up":[187],"36.38%":[189],"normalized":[192],"root-mean-square":[193],"error.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2023-03-18T00:00:00"}
