{"id":"https://openalex.org/W7154111763","doi":"https://doi.org/10.1109/access.2026.3683005","title":"Wavelet-Based Hybrid Model for Short-Term Wind Speed Forecasting in Coastal Brazil","display_name":"Wavelet-Based Hybrid Model for Short-Term Wind Speed Forecasting in Coastal Brazil","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154111763","doi":"https://doi.org/10.1109/access.2026.3683005"},"language":"en","primary_location":{"id":"doi:10.1109/access.2026.3683005","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3683005","pdf_url":null,"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://doi.org/10.1109/access.2026.3683005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001050157","display_name":"Marcos Batista Figueredo","orcid":"https://orcid.org/0000-0002-8193-5419"},"institutions":[{"id":"https://openalex.org/I1316675753","display_name":"Universidade do Estado da Bahia","ror":"https://ror.org/015n1m812","country_code":"BR","type":"education","lineage":["https://openalex.org/I1316675753"]},{"id":"https://openalex.org/I345918524","display_name":"Southwest Bahia State University","ror":"https://ror.org/02rg6ka44","country_code":"BR","type":"education","lineage":["https://openalex.org/I345918524"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Batista Figueredo","raw_affiliation_strings":["Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8193-5419","affiliations":[{"raw_affiliation_string":"Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil","institution_ids":["https://openalex.org/I1316675753","https://openalex.org/I345918524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056782010","display_name":"M. A. Santos","orcid":"https://orcid.org/0009-0003-7918-2993"},"institutions":[{"id":"https://openalex.org/I1316675753","display_name":"Universidade do Estado da Bahia","ror":"https://ror.org/015n1m812","country_code":"BR","type":"education","lineage":["https://openalex.org/I1316675753"]},{"id":"https://openalex.org/I345918524","display_name":"Southwest Bahia State University","ror":"https://ror.org/02rg6ka44","country_code":"BR","type":"education","lineage":["https://openalex.org/I345918524"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Ant\u00f4nio Felipe Santos","raw_affiliation_strings":["Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil","institution_ids":["https://openalex.org/I1316675753","https://openalex.org/I345918524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030022714","display_name":"Thiago Barros Murari","orcid":"https://orcid.org/0000-0001-5598-2679"},"institutions":[{"id":"https://openalex.org/I1329807341","display_name":"Servi\u00e7o Nacional de Aprendizagem Industrial","ror":"https://ror.org/035c3nf67","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I1329807341"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thiago Barros Murari","raw_affiliation_strings":["Universidade SENAI CIMATEC, Salvador, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5598-2679","affiliations":[{"raw_affiliation_string":"Universidade SENAI CIMATEC, Salvador, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066966315","display_name":"Roberto Luiz Souza Monteiro","orcid":"https://orcid.org/0000-0002-3931-5953"},"institutions":[{"id":"https://openalex.org/I1316675753","display_name":"Universidade do Estado da Bahia","ror":"https://ror.org/015n1m812","country_code":"BR","type":"education","lineage":["https://openalex.org/I1316675753"]},{"id":"https://openalex.org/I345918524","display_name":"Southwest Bahia State University","ror":"https://ror.org/02rg6ka44","country_code":"BR","type":"education","lineage":["https://openalex.org/I345918524"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Roberto Luiz Souza Monteiro","raw_affiliation_strings":["Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil","institution_ids":["https://openalex.org/I1316675753","https://openalex.org/I345918524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077749879","display_name":"Alexandre do Nascimento Silva","orcid":"https://orcid.org/0000-0001-7436-8818"},"institutions":[{"id":"https://openalex.org/I1316675753","display_name":"Universidade do Estado da Bahia","ror":"https://ror.org/015n1m812","country_code":"BR","type":"education","lineage":["https://openalex.org/I1316675753"]},{"id":"https://openalex.org/I345918524","display_name":"Southwest Bahia State University","ror":"https://ror.org/02rg6ka44","country_code":"BR","type":"education","lineage":["https://openalex.org/I345918524"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre do Nascimento Silva","raw_affiliation_strings":["Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-7436-8818","affiliations":[{"raw_affiliation_string":"Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil","institution_ids":["https://openalex.org/I1316675753","https://openalex.org/I345918524"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052863397","display_name":"Leandro Brito Santos","orcid":"https://orcid.org/0000-0003-0132-4712"},"institutions":[{"id":"https://openalex.org/I1316675753","display_name":"Universidade do Estado da Bahia","ror":"https://ror.org/015n1m812","country_code":"BR","type":"education","lineage":["https://openalex.org/I1316675753"]},{"id":"https://openalex.org/I345918524","display_name":"Southwest Bahia State University","ror":"https://ror.org/02rg6ka44","country_code":"BR","type":"education","lineage":["https://openalex.org/I345918524"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leandro Brito Santos","raw_affiliation_strings":["Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0132-4712","affiliations":[{"raw_affiliation_string":"Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil","institution_ids":["https://openalex.org/I1316675753","https://openalex.org/I345918524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026914135","display_name":"Jos\u00e9 Roberto de Ara\u00fajo Fontoura","orcid":"https://orcid.org/0000-0002-9703-835X"},"institutions":[{"id":"https://openalex.org/I1316675753","display_name":"Universidade do Estado da Bahia","ror":"https://ror.org/015n1m812","country_code":"BR","type":"education","lineage":["https://openalex.org/I1316675753"]},{"id":"https://openalex.org/I345918524","display_name":"Southwest Bahia State University","ror":"https://ror.org/02rg6ka44","country_code":"BR","type":"education","lineage":["https://openalex.org/I345918524"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Roberto de Ara\u00fajo Fontoura","raw_affiliation_strings":["Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9703-835X","affiliations":[{"raw_affiliation_string":"Universidade do Estado da Bahia, Alagoinhas, Bahia, Brazil","institution_ids":["https://openalex.org/I1316675753","https://openalex.org/I345918524"]}]}],"institutions":[],"countries_distinct_count":1,"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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50426558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"63121","last_page":"63140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.5461999773979187,"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":0.5461999773979187,"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/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.08320000022649765,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.07429999858140945,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.6022999882698059},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.37779998779296875},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.361299991607666},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.2957000136375427},{"id":"https://openalex.org/keywords/numerical-models","display_name":"Numerical models","score":0.2946000099182129}],"concepts":[{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6022999882698059},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5504999756813049},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5116999745368958},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.37779998779296875},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.375},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.361299991607666},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C2986605239","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Numerical models","level":3,"score":0.2946000099182129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2915000021457672},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.262800008058548}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2026.3683005","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3683005","pdf_url":null,"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:a31e3bcedb5e478f912da7b2733c1168","is_oa":true,"landing_page_url":"https://doaj.org/article/a31e3bcedb5e478f912da7b2733c1168","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 14, Pp 63121-63140 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2026.3683005","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2026.3683005","pdf_url":null,"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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Short-term":[0],"wind":[1,98,193,212],"speed":[2,99,213],"forecasting":[3,23,177,214],"remains":[4],"challenging":[5],"due":[6],"to":[7,155,167,222],"the":[8,54,102,107,135,142,206,216],"inherent":[9],"nonstationarity":[10],"and":[11,35,83,130,158,179,196],"multiscale":[12,22,174],"variability":[13],"of":[14,113,117,121,128,132,144],"atmospheric":[15],"processes.":[16],"This":[17],"study":[18],"proposes":[19],"a":[20,58,76,95,188,223],"hybrid":[21],"framework":[24,56,191,218],"combining":[25],"four-level":[26],"discrete":[27],"wavelet":[28],"transform":[29],"decomposition":[30],"with":[31],"scale-specialized":[32],"predictive":[33],"models":[34],"an":[36,111],"adaptive":[37],"Self-Error":[38],"Stabilization":[39],"Mechanism.":[40],"Unlike":[41],"conventional":[42],"wavelet-machine":[43],"learning":[44,91],"hybrids,":[45],"which":[46],"do":[47],"not":[48],"explicitly":[49],"address":[50],"reconstruction-stage":[51],"error":[52],"propagation,":[53],"proposed":[55,217],"introduces":[57],"causal,":[59],"scale-aware":[60],"attenuation":[61],"operator":[62],"that":[63,172],"suppresses":[64],"inconsistent":[65],"high-frequency":[66,84],"predictions":[67],"before":[68],"inverse":[69],"reconstruction.":[70],"Low-frequency":[71],"dynamics":[72],"are":[73,86],"modeled":[74],"using":[75],"Long":[77],"Short-Term":[78],"Memory":[79],"network,":[80],"while":[81,182],"medium-":[82],"components":[85],"predicted":[87],"by":[88],"dedicated":[89],"machine":[90],"regressors.":[92],"Evaluated":[93],"on":[94],"22-year":[96],"daily":[97,210],"dataset":[100],"from":[101,153,165],"Brazilian":[103],"coast":[104],"(INMET,":[105],"2001\u20132023),":[106],"LSTM\u2013MLP":[108],"configuration":[109],"achieved":[110],"RMSE":[112,152],"0.275":[114,154],"m/s,":[115,119],"MAE":[116],"0.188":[118],"sMAPE":[120],"1.99%,":[122],"<italic":[123,160],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[124,126,161,163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</i><sup":[125,162],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[127,164],"0.991,":[129],"C30":[131],"99.97%":[133],"at":[134],"one-step-ahead":[136],"horizon.":[137],"Structural":[138],"ablation":[139],"analysis":[140],"confirms":[141],"importance":[143],"explicit":[145],"reconstruction":[146],"control,":[147],"as":[148],"removing":[149],"SESM":[150],"increased":[151],"1.350":[156],"m/s":[157],"reduced":[159],"0.991":[166],"0.784.":[168],"These":[169],"results":[170],"indicate":[171],"reconstruction-aware":[173],"modeling":[175],"improves":[176],"stability":[178],"physical":[180],"consistency":[181],"preserving":[183],"controlled":[184],"structural":[185],"complexity,":[186],"providing":[187],"computationally":[189],"efficient":[190],"for":[192],"farm":[194],"operation":[195],"grid":[197],"management.":[198],"When":[199],"benchmarked":[200],"against":[201],"comparable":[202,209],"studies":[203],"reported":[204],"in":[205,208,226],"literature":[207],"t+1":[211],"studies,":[215],"can":[219],"yield":[220],"up":[221],"47%":[224],"reduction":[225],"RMSE.":[227]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-14T00:00:00"}