{"id":"https://openalex.org/W2018861153","doi":"https://doi.org/10.1109/ijcnn.2012.6252405","title":"Uncertainty quantification for wind farm power generation","display_name":"Uncertainty quantification for wind farm power generation","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2018861153","doi":"https://doi.org/10.1109/ijcnn.2012.6252405","mag":"2018861153"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2012.6252405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2012.6252405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2012 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1273145","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109097718","display_name":"Doug Creighton","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Doug Creighton","raw_affiliation_strings":["Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014897013","display_name":"Reihaneh Naghavizadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Reihaneh Naghavizadeh","raw_affiliation_strings":["Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"Centre for Intelligent Systems Research, Deakin University, Geelong, VIC, 3217, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059557438"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.249,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.59079285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"6"},"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/T11371","display_name":"Wind and Air Flow Studies","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10680","display_name":"Wind Energy Research and Development","score":0.9796000123023987,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intermittency","display_name":"Intermittency","score":0.8723245859146118},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.8427260518074036},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5082347393035889},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.5006468296051025},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49371299147605896},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.4513579308986664},{"id":"https://openalex.org/keywords/prediction-interval","display_name":"Prediction interval","score":0.4268607199192047},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3730062246322632},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36522626876831055},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3561249375343323},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3555906414985657},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3269021213054657},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20699390769004822},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12656453251838684},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07645243406295776}],"concepts":[{"id":"https://openalex.org/C2780388094","wikidata":"https://www.wikidata.org/wiki/Q1666248","display_name":"Intermittency","level":3,"score":0.8723245859146118},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.8427260518074036},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5082347393035889},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.5006468296051025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49371299147605896},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.4513579308986664},{"id":"https://openalex.org/C103402496","wikidata":"https://www.wikidata.org/wiki/Q1106171","display_name":"Prediction interval","level":2,"score":0.4268607199192047},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3730062246322632},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36522626876831055},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3561249375343323},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3555906414985657},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3269021213054657},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20699390769004822},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12656453251838684},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07645243406295776},{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2012.6252405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2012.6252405","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2012 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30048266","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:zenodo.org:1273145","is_oa":true,"landing_page_url":"https://zenodo.org/record/1273145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1273145","is_oa":true,"landing_page_url":"https://zenodo.org/record/1273145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320970","display_name":"Deakin University","ror":"https://ror.org/02czsnj07"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W63919978","https://openalex.org/W373046421","https://openalex.org/W1984703120","https://openalex.org/W1985579611","https://openalex.org/W1986071519","https://openalex.org/W1992827946","https://openalex.org/W2020577219","https://openalex.org/W2024377782","https://openalex.org/W2037960928","https://openalex.org/W2040298412","https://openalex.org/W2050038283","https://openalex.org/W2067796266","https://openalex.org/W2100485669","https://openalex.org/W2113350326","https://openalex.org/W2115299933","https://openalex.org/W2117829824","https://openalex.org/W2122130411","https://openalex.org/W2122251835","https://openalex.org/W2127811554","https://openalex.org/W2132477882","https://openalex.org/W2141961485","https://openalex.org/W2144668858","https://openalex.org/W2144830515","https://openalex.org/W2155816288","https://openalex.org/W2156604062","https://openalex.org/W2171666055","https://openalex.org/W2489605225","https://openalex.org/W3106889297","https://openalex.org/W4388297464","https://openalex.org/W6677092830"],"related_works":["https://openalex.org/W2275865104","https://openalex.org/W2350683663","https://openalex.org/W2382051002","https://openalex.org/W3084779227","https://openalex.org/W2184455471","https://openalex.org/W2374224384","https://openalex.org/W2155128126","https://openalex.org/W4384572068","https://openalex.org/W2055659379","https://openalex.org/W2099560828"],"abstract_inverted_index":{"Accurate":[0],"forecasting":[1],"of":[2,14,51,108],"wind":[3,15,33,35,64,101,124],"farm":[4,125],"power":[5,36,65,102],"generation":[6,66],"is":[7,54,93,115,129],"essential":[8],"for":[9,59,84,112,152],"successful":[10],"operation":[11],"and":[12,17,43,81,106,147],"management":[13],"farms":[16],"to":[18,30,41,55,95],"minimize":[19],"risks":[20],"associated":[21,62],"with":[22,63,71],"their":[23],"integration":[24],"into":[25],"energy":[26],"systems.":[27],"However,":[28],"due":[29],"the":[31,79,97],"inherent":[32],"intermittency,":[34],"forecasts":[37],"are":[38,76,136,141,148],"highly":[39],"prone":[40],"error":[42],"often":[44],"far":[45],"from":[46,122],"being":[47],"perfect.":[48],"The":[49,88,104],"purpose":[50],"this":[52],"paper":[53],"develop":[56],"statistical":[57],"methods":[58,83,111],"quantifying":[60],"uncertainties":[61],"forecasts.":[67,87],"Prediction":[68],"intervals":[69],"(PIs)":[70],"a":[72,123],"prescribed":[73],"confidence":[74],"level":[75],"constructed":[77,134],"using":[78,117],"delta":[80,145],"bootstrap":[82,91,139],"neural":[85],"network":[86],"moving":[89],"block":[90],"method":[92],"applied":[94],"preserve":[96],"correlation":[98],"structure":[99],"in":[100,126],"observations.":[103],"effectiveness":[105],"efficiency":[107],"these":[109],"two":[110,118],"uncertainty":[113],"quantification":[114],"examined":[116],"month":[119],"datasets":[120],"taken":[121],"Australia.":[127],"It":[128],"demonstrated":[130],"that":[131],"while":[132],"all":[133],"PIs":[135,140],"theoretically":[137],"valid,":[138],"more":[142,150],"informative":[143],"than":[144],"PIs,":[146],"therefore":[149],"useful":[151],"decision-making.":[153]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
