{"id":"https://openalex.org/W7104697975","doi":"https://doi.org/10.1007/s12530-025-09756-z","title":"Forecasting the wind energy using hybrid deep learning model","display_name":"Forecasting the wind energy using hybrid deep learning model","publication_year":2025,"publication_date":"2025-11-11","ids":{"openalex":"https://openalex.org/W7104697975","doi":"https://doi.org/10.1007/s12530-025-09756-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-025-09756-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-025-09756-z","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-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":null,"display_name":"K\u00fcbra Kaysal","orcid":"https://orcid.org/0000-0003-3983-2608"},"institutions":[{"id":"https://openalex.org/I52407163","display_name":"Afyon Kocatepe University","ror":"https://ror.org/03a1crh56","country_code":"TR","type":"education","lineage":["https://openalex.org/I52407163"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"K\u00fcbra Kaysal","raw_affiliation_strings":["Electrical and Electronics Engineering, Afyon Kocatepe University, Afyonkarahisar, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-3983-2608","affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering, Afyon Kocatepe University, Afyonkarahisar, Turkey","institution_ids":["https://openalex.org/I52407163"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fatih Onur Hocao\u011flu","orcid":"https://orcid.org/0000-0002-3640-7676"},"institutions":[{"id":"https://openalex.org/I52407163","display_name":"Afyon Kocatepe University","ror":"https://ror.org/03a1crh56","country_code":"TR","type":"education","lineage":["https://openalex.org/I52407163"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fatih Onur Hocao\u011flu","raw_affiliation_strings":["Electrical Engineering , Afyon Kocatepe University , Afyonkarahisar, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-3640-7676","affiliations":[{"raw_affiliation_string":"Electrical Engineering , Afyon Kocatepe University , Afyonkarahisar, Turkey","institution_ids":["https://openalex.org/I52407163"]}]},{"author_position":"last","author":{"id":null,"display_name":"Nihat \u00d6zt\u00fcrk","orcid":"https://orcid.org/0000-0002-0607-1868"},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nihat \u00d6zt\u00fcrk","raw_affiliation_strings":["Electrical and Electronics Engineering, Gazi University, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-0607-1868","affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I52407163"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35230804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9889000058174133,"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":0.9889000058174133,"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/T10680","display_name":"Wind Energy Research and Development","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10424","display_name":"Electric Power System Optimization","score":0.0008999999845400453,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7348999977111816},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6952000260353088},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.6075999736785889},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5561000108718872},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5177000164985657},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5105000138282776},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.47119998931884766},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4650999903678894}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7348999977111816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7138000130653381},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6952000260353088},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.6075999736785889},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5561000108718872},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5177000164985657},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5105000138282776},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.47119998931884766},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44690001010894775},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.43220001459121704},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4293999969959259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42289999127388},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4075999855995178},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.38609999418258667},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.3172999918460846},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.31049999594688416},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.3075999915599823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.288100004196167},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2858999967575073},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.28519999980926514},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.28029999136924744}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12530-025-09756-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-025-09756-z","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7199450135231018}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2018920696","https://openalex.org/W2465775442","https://openalex.org/W2621877576","https://openalex.org/W2906333996","https://openalex.org/W3035485258","https://openalex.org/W3128608971","https://openalex.org/W3134622622","https://openalex.org/W3137224754","https://openalex.org/W3148107757","https://openalex.org/W3205091667","https://openalex.org/W3206616300","https://openalex.org/W3213532607","https://openalex.org/W4200141573","https://openalex.org/W4206460600","https://openalex.org/W4220768046","https://openalex.org/W4220770336","https://openalex.org/W4225810619","https://openalex.org/W4226017353","https://openalex.org/W4283067294","https://openalex.org/W4293236071","https://openalex.org/W4296472169","https://openalex.org/W4319592163","https://openalex.org/W4376484957","https://openalex.org/W4376880182","https://openalex.org/W4386601280","https://openalex.org/W4388673069","https://openalex.org/W4390612216","https://openalex.org/W4390673175","https://openalex.org/W4391535206","https://openalex.org/W4392918841","https://openalex.org/W4393861172","https://openalex.org/W4394618874","https://openalex.org/W4395448751","https://openalex.org/W4395689667","https://openalex.org/W4396672479","https://openalex.org/W4396758006","https://openalex.org/W4400233061","https://openalex.org/W4401362376","https://openalex.org/W4402008488","https://openalex.org/W4406202994","https://openalex.org/W4408901032","https://openalex.org/W4408959625","https://openalex.org/W4410045699","https://openalex.org/W4410592943","https://openalex.org/W4411133423"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-11-11T00:00:00"}