{"id":"https://openalex.org/W7130565026","doi":"https://doi.org/10.1007/s11760-026-05165-0","title":"Frequency-Based Clustering and Intelligent Optimization for Enhanced Wind Power Forecasting","display_name":"Frequency-Based Clustering and Intelligent Optimization for Enhanced Wind Power Forecasting","publication_year":2026,"publication_date":"2026-02-20","ids":{"openalex":"https://openalex.org/W7130565026","doi":"https://doi.org/10.1007/s11760-026-05165-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-026-05165-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-026-05165-0","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","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":"https://openalex.org/A5101592013","display_name":"Haoqiang Zhang","orcid":"https://orcid.org/0000-0002-2417-7906"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoqiang Zhang","raw_affiliation_strings":["China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089691773","display_name":"Xiaopeng Wang","orcid":"https://orcid.org/0009-0007-1583-7793"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Wang","raw_affiliation_strings":["China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126363152","display_name":"Hongliang Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongliang Tian","raw_affiliation_strings":["China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101349582","display_name":"Biqiong Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]},{"id":"https://openalex.org/I4210097463","display_name":"Yangtze Optical Electronic (China)","ror":"https://ror.org/00yak9133","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210097463"]},{"id":"https://openalex.org/I4210135979","display_name":"Yangtze River Pharmaceutical Group (China)","ror":"https://ror.org/03n5f7689","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biqiong Wu","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Yangtze and Hydroelectric Science, China Yangtze Power Co., Ltd., 443133, Yichang, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Yangtze and Hydroelectric Science, China Yangtze Power Co., Ltd., 443133, Yichang, China","institution_ids":["https://openalex.org/I4210135979","https://openalex.org/I177739611","https://openalex.org/I4210097463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126444588","display_name":"Dongjie Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]},{"id":"https://openalex.org/I4210097463","display_name":"Yangtze Optical Electronic (China)","ror":"https://ror.org/00yak9133","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210097463"]},{"id":"https://openalex.org/I4210135979","display_name":"Yangtze River Pharmaceutical Group (China)","ror":"https://ror.org/03n5f7689","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongjie Zhang","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Yangtze and Hydroelectric Science, China Yangtze Power Co., Ltd., 443133, Yichang, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Yangtze and Hydroelectric Science, China Yangtze Power Co., Ltd., 443133, Yichang, China","institution_ids":["https://openalex.org/I4210135979","https://openalex.org/I177739611","https://openalex.org/I4210097463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126396181","display_name":"Yuan Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Yao","raw_affiliation_strings":["China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University College of Electrical Engineering and New Energy, 443002, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5126363152"],"corresponding_institution_ids":["https://openalex.org/I161350542"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.62798138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"3","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":0.9639000296592712,"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":0.9639000296592712,"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":0.011599999852478504,"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/T10740","display_name":"Wind Turbine Control Systems","score":0.008799999952316284,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6783999800682068},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6536999940872192},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6129000186920166},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.6051999926567078},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6047999858856201},{"id":"https://openalex.org/keywords/sample-entropy","display_name":"Sample entropy","score":0.5397999882698059},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4778999984264374},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4043000042438507},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.4018999934196472},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.4002000093460083}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6783999800682068},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6536999940872192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288999915122986},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6129000186920166},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.6051999926567078},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6047999858856201},{"id":"https://openalex.org/C66696666","wikidata":"https://www.wikidata.org/wiki/Q17105612","display_name":"Sample entropy","level":3,"score":0.5397999882698059},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4778999984264374},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4043000042438507},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.4002000093460083},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.38370001316070557},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3783999979496002},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.375},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.37310001254081726},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36890000104904175},{"id":"https://openalex.org/C167981619","wikidata":"https://www.wikidata.org/wiki/Q1685498","display_name":"Cross entropy","level":3,"score":0.35850000381469727},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3495999872684479},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.34290000796318054},{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.3319000005722046},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.313400000333786},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2915000021457672},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.2727000117301941},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.26750001311302185},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C152139883","wikidata":"https://www.wikidata.org/wiki/Q252973","display_name":"Mutual information","level":2,"score":0.2565000057220459},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11760-026-05165-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11760-026-05165-0","pdf_url":null,"source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"Signal, Image and Video Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9155295491218567,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1973778471","https://openalex.org/W2001459659","https://openalex.org/W2088474334","https://openalex.org/W2111307099","https://openalex.org/W2111395484","https://openalex.org/W2762198305","https://openalex.org/W2810182372","https://openalex.org/W2893815961","https://openalex.org/W2904016210","https://openalex.org/W2920974156","https://openalex.org/W2995621191","https://openalex.org/W2996058680","https://openalex.org/W3005289255","https://openalex.org/W3013330736","https://openalex.org/W3095115669","https://openalex.org/W3179430162","https://openalex.org/W3184971861","https://openalex.org/W3193704620","https://openalex.org/W3205473234","https://openalex.org/W4205371941","https://openalex.org/W4221115832","https://openalex.org/W4313397532","https://openalex.org/W4313479751","https://openalex.org/W4367693671","https://openalex.org/W4388635618","https://openalex.org/W4400105798","https://openalex.org/W4400129921","https://openalex.org/W4401733243","https://openalex.org/W4409428245","https://openalex.org/W4409657307","https://openalex.org/W4412564477","https://openalex.org/W4413237317","https://openalex.org/W4414822815"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-20T17:44:18.066148","created_date":"2026-02-20T00:00:00"}