{"id":"https://openalex.org/W7118623495","doi":"https://doi.org/10.1109/indin64977.2025.11278952","title":"Time-Frequency Dual Branch Hybrid Network for Solar Irradiance Forecasting in PV Power Systems","display_name":"Time-Frequency Dual Branch Hybrid Network for Solar Irradiance Forecasting in PV Power Systems","publication_year":2025,"publication_date":"2025-07-12","ids":{"openalex":"https://openalex.org/W7118623495","doi":"https://doi.org/10.1109/indin64977.2025.11278952"},"language":null,"primary_location":{"id":"doi:10.1109/indin64977.2025.11278952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11278952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","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/A5098758341","display_name":"Tianyu Cang","orcid":null},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tianyu Cang","raw_affiliation_strings":["University of Sydney,School of Electrical and Computer Engineering,Sydney,NSW,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sydney,School of Electrical and Computer Engineering,Sydney,NSW,Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057301737","display_name":"Xuan Jiao","orcid":"https://orcid.org/0000-0001-5258-8617"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xuan Jiao","raw_affiliation_strings":["University of Sydney,School of Electrical and Computer Engineering,Sydney,NSW,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sydney,School of Electrical and Computer Engineering,Sydney,NSW,Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062869999","display_name":"Weidong Xiao","orcid":"https://orcid.org/0000-0003-2515-5108"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Weidong Xiao","raw_affiliation_strings":["University of Sydney,School of Electrical and Computer Engineering,Sydney,NSW,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Sydney,School of Electrical and Computer Engineering,Sydney,NSW,Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122014997","display_name":"Xiaochao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochao Li","raw_affiliation_strings":["Xiamen University,School of Electronic Science and Engineering,Xiamen,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Electronic Science and Engineering,Xiamen,China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53196876,"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":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.5663999915122986,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.5663999915122986,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.23639999330043793,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.03310000151395798,"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":0.728600025177002},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.6819999814033508},{"id":"https://openalex.org/keywords/irradiance","display_name":"Irradiance","score":0.6341999769210815},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5131000280380249},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.4945000112056732},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45980000495910645},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4372999966144562},{"id":"https://openalex.org/keywords/grid-connected-photovoltaic-power-system","display_name":"Grid-connected photovoltaic power system","score":0.43149998784065247}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.728600025177002},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.6819999814033508},{"id":"https://openalex.org/C46423501","wikidata":"https://www.wikidata.org/wiki/Q830654","display_name":"Irradiance","level":2,"score":0.6341999769210815},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5131000280380249},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.4945000112056732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4814999997615814},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45980000495910645},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4372999966144562},{"id":"https://openalex.org/C195697387","wikidata":"https://www.wikidata.org/wiki/Q5608561","display_name":"Grid-connected photovoltaic power system","level":5,"score":0.43149998784065247},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.428600013256073},{"id":"https://openalex.org/C2777618391","wikidata":"https://www.wikidata.org/wiki/Q1483757","display_name":"Solar power","level":3,"score":0.38119998574256897},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3797000050544739},{"id":"https://openalex.org/C2983254600","wikidata":"https://www.wikidata.org/wiki/Q1096907","display_name":"Power grid","level":3,"score":0.37400001287460327},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.33180001378059387},{"id":"https://openalex.org/C186503672","wikidata":"https://www.wikidata.org/wiki/Q761847","display_name":"Grid parity","level":4,"score":0.3310000002384186},{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.3003000020980835},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2985999882221222},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2935999929904938},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.2930000126361847},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2825999855995178},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.27219998836517334},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.2540999948978424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin64977.2025.11278952","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11278952","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7710110545158386,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334111","display_name":"Innovation Fund","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2042511026","https://openalex.org/W2153785626","https://openalex.org/W2327473694","https://openalex.org/W2611922434","https://openalex.org/W2807122762","https://openalex.org/W2906033034","https://openalex.org/W2969574430","https://openalex.org/W2983188006","https://openalex.org/W3016726239","https://openalex.org/W3134364980","https://openalex.org/W4206265152","https://openalex.org/W4210616753","https://openalex.org/W4240126713","https://openalex.org/W4312884609","https://openalex.org/W4361285164","https://openalex.org/W4385245566","https://openalex.org/W4387652863","https://openalex.org/W4399409624","https://openalex.org/W4399557468"],"related_works":[],"abstract_inverted_index":{"The":[0,42,105],"increasing":[1],"penetration":[2],"of":[3,10,31,54,110],"photovoltaic":[4],"(PV)":[5],"power":[6,26,33,36,55,75,132],"raises":[7],"the":[8,50,66,85,91,108,111,123,131],"concern":[9],"grid":[11,40],"instability":[12],"due":[13],"to":[14,48,96,129],"its":[15,127],"intermittency.":[16],"Solar":[17],"irradiance":[18,46,62],"forecasting":[19,47,63],"has":[20],"been":[21],"proven":[22],"effective":[23],"in":[24,114,122],"supporting":[25],"ramp":[27],"rate":[28],"control":[29],"(PRRC)":[30],"large-scale":[32],"systems,":[34],"mitigating":[35],"intermittency,":[37],"and":[38,52,82,118],"improving":[39],"resilience.":[41,134],"PRRC":[43],"relies":[44],"on":[45,101],"predict":[49],"direction":[51],"level":[53],"variation.":[56],"This":[57],"article":[58],"proposes":[59],"a":[60],"novel":[61],"algorithm,":[64],"namely":[65],"Time-Frequency":[67],"Dual":[68],"Branch":[69],"Hybrid":[70],"Network":[71],"(TFDBHN)":[72],"for":[73],"PV":[74],"systems.":[76],"A":[77],"comprehensive":[78],"evaluation":[79],"is":[80,94],"conducted":[81],"compared":[83],"with":[84],"measured":[86],"data,":[87],"which":[88],"shows":[89],"that":[90],"proposed":[92,112],"algorithm":[93],"superior":[95],"other":[97],"prediction":[98],"models":[99],"based":[100],"recurrent":[102],"neural":[103],"networks(RNN).":[104],"findings":[106],"highlighted":[107],"robustness":[109],"solution":[113],"handling":[115],"rapid":[116],"transitions":[117],"maintaining":[119],"overall":[120],"smoothness":[121],"time":[124],"series,":[125],"demonstrating":[126],"potential":[128],"enhance":[130],"grid\u2019s":[133]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-01-08T00:00:00"}
