{"id":"https://openalex.org/W3005614424","doi":"https://doi.org/10.1109/tii.2020.2973413","title":"A Novel Wind Speed Interval Prediction Based on Error Prediction Method","display_name":"A Novel Wind Speed Interval Prediction Based on Error Prediction Method","publication_year":2020,"publication_date":"2020-02-12","ids":{"openalex":"https://openalex.org/W3005614424","doi":"https://doi.org/10.1109/tii.2020.2973413","mag":"3005614424"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2020.2973413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.2973413","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","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/A5102332437","display_name":"Geng Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Geng Tang","raw_affiliation_strings":["School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101729531","display_name":"Yifan Wu","orcid":"https://orcid.org/0000-0002-1554-9042"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Wu","raw_affiliation_strings":["School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067733745","display_name":"Chaoshun Li","orcid":"https://orcid.org/0000-0003-1664-5877"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoshun Li","raw_affiliation_strings":["School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1664-5877","affiliations":[{"raw_affiliation_string":"School of Hydropower and Information Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063490642","display_name":"Pak Kin Wong","orcid":"https://orcid.org/0000-0002-7623-6904"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Pak Kin Wong","raw_affiliation_strings":["Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Macau, China"],"raw_orcid":"https://orcid.org/0000-0002-7623-6904","affiliations":[{"raw_affiliation_string":"Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696670","display_name":"Zhihuai Xiao","orcid":"https://orcid.org/0000-0002-3225-0499"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihuai Xiao","raw_affiliation_strings":["College of Power Mechanical Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Power Mechanical Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090933286","display_name":"Xueli An","orcid":"https://orcid.org/0000-0002-5508-7671"},"institutions":[{"id":"https://openalex.org/I4210092032","display_name":"China Institute of Water Resources and Hydropower Research","ror":"https://ror.org/00m4czf33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210092032"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueli An","raw_affiliation_strings":["Department of Hydraulic Machinery, China Institute of Water Resources and Hydropower Research, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydraulic Machinery, China Institute of Water Resources and Hydropower Research, Beijing, China","institution_ids":["https://openalex.org/I4210092032"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102332437"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":5.7217,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.96746524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"16","issue":"11","first_page":"6806","last_page":"6815"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9908999800682068,"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/T14444","display_name":"Power Systems and Renewable Energy","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7309218645095825},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.7087268829345703},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.6678387522697449},{"id":"https://openalex.org/keywords/prediction-interval","display_name":"Prediction interval","score":0.6623762249946594},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5517763495445251},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5150485038757324},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5017614364624023},{"id":"https://openalex.org/keywords/mean-squared-prediction-error","display_name":"Mean squared prediction error","score":0.46055495738983154},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4554479122161865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4405456483364105},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4160687029361725},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3267374336719513},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27937573194503784},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24328884482383728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17614522576332092},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.168381005525589},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12244969606399536},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.11169636249542236}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7309218645095825},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.7087268829345703},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6678387522697449},{"id":"https://openalex.org/C103402496","wikidata":"https://www.wikidata.org/wiki/Q1106171","display_name":"Prediction interval","level":2,"score":0.6623762249946594},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5517763495445251},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5150485038757324},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5017614364624023},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.46055495738983154},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4554479122161865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4405456483364105},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4160687029361725},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3267374336719513},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27937573194503784},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24328884482383728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17614522576332092},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.168381005525589},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12244969606399536},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.11169636249542236},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2020.2973413","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2020.2973413","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1463797165","display_name":null,"funder_award_id":"51879111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3969745275","display_name":null,"funder_award_id":"51679095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1559894513","https://openalex.org/W1689711448","https://openalex.org/W2000982976","https://openalex.org/W2064675550","https://openalex.org/W2068928057","https://openalex.org/W2132477882","https://openalex.org/W2157331557","https://openalex.org/W2202062742","https://openalex.org/W2300805880","https://openalex.org/W2528991849","https://openalex.org/W2605725841","https://openalex.org/W2611273431","https://openalex.org/W2752082601","https://openalex.org/W2782401550","https://openalex.org/W2792616493","https://openalex.org/W2793187554","https://openalex.org/W2799310842","https://openalex.org/W2799686667","https://openalex.org/W2801503429","https://openalex.org/W2883694838","https://openalex.org/W2898519272","https://openalex.org/W2903162817","https://openalex.org/W2911265761","https://openalex.org/W2916454785","https://openalex.org/W2924950036","https://openalex.org/W2937276134","https://openalex.org/W2937440203","https://openalex.org/W2939569436","https://openalex.org/W2954586649","https://openalex.org/W2963378656","https://openalex.org/W2972592847","https://openalex.org/W2984148598"],"related_works":["https://openalex.org/W1980010073","https://openalex.org/W2621951291","https://openalex.org/W4319441652","https://openalex.org/W4295442786","https://openalex.org/W2487170621","https://openalex.org/W4386715265","https://openalex.org/W2974739419","https://openalex.org/W2811187992","https://openalex.org/W2904627439","https://openalex.org/W3042921537"],"abstract_inverted_index":{"Wind":[0],"speed":[1,37,52],"interval":[2,17,107],"prediction":[3,23,53,74,91,127],"plays":[4],"an":[5],"important":[6],"role":[7],"in":[8,109],"wind":[9,36,51,99],"power":[10],"generation.":[11],"In":[12],"this":[13],"article,":[14],"a":[15,64],"new":[16],"construction":[18,108],"model":[19,124],"based":[20],"on":[21],"error":[22,55,58],"is":[24,30,62,81],"proposed.":[25],"The":[26,76,118],"variational":[27],"mode":[28,61],"decomposition":[29],"used":[31],"to":[32,68,83],"decompose":[33],"the":[34,70,73,86,90,110,115,122],"complex":[35],"time":[38],"series":[39],"into":[40],"simplified":[41],"modes.":[42],"Two":[43],"types":[44],"of":[45,72,89,106],"GRU":[46],"models":[47],"are":[48,101],"built":[49],"for":[50,59,85,112],"and":[54,66],"prediction.":[56],"Prediction":[57],"each":[60],"given":[63],"weight":[65],"accumulated":[67],"obtain":[69,126],"width":[71],"interval.":[75],"particle":[77],"swarm":[78],"optimization":[79],"algorithm":[80],"applied":[82],"search":[84],"optimal":[87],"weights":[88],"errors.":[92],"Experiments":[93],"considering":[94],"eight":[95],"cases":[96],"from":[97],"two":[98],"fields":[100],"conducted":[102],"by":[103],"using":[104],"methods":[105],"literature":[111],"comparison":[113],"with":[114,129],"proposed":[116,123],"model.":[117],"result":[119],"shows":[120],"that":[121],"can":[125],"intervals":[128],"higher":[130],"quality.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}