{"id":"https://openalex.org/W2036669797","doi":"https://doi.org/10.1109/icsai.2014.7009282","title":"Short-term prediction models for wind speed and wind power","display_name":"Short-term prediction models for wind speed and wind power","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2036669797","doi":"https://doi.org/10.1109/icsai.2014.7009282","mag":"2036669797"},"language":"en","primary_location":{"id":"doi:10.1109/icsai.2014.7009282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2014.7009282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5089586575","display_name":"Guangxing Bai","orcid":"https://orcid.org/0000-0001-6968-2351"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangxing Bai","raw_affiliation_strings":["Department of Industrial and Manufacturing Engineering, Wichita State University, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Engineering, Wichita State University, US","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012209259","display_name":"Yanwu Ding","orcid":"https://orcid.org/0000-0002-4359-6954"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yanwu Ding","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Wichita State University","School of Electronics Information Engineering, Tianjin University of Technology, Tianjin, China","Department of Electrical Engineering and Computer Science, Wichita State University, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University","institution_ids":["https://openalex.org/I39587148"]},{"raw_affiliation_string":"School of Electronics Information Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University, US","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005293896","display_name":"Mehmet Bayram Yildirim","orcid":"https://orcid.org/0000-0003-2900-3769"},"institutions":[{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehmet Bayram Yildirim","raw_affiliation_strings":["Department of Industrial and Manufacturing Engineering, Wichita State University, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Engineering, Wichita State University, US","institution_ids":["https://openalex.org/I39587148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113214135","display_name":"Yanhong Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I39587148","display_name":"Wichita State University","ror":"https://ror.org/00c4e7y75","country_code":"US","type":"education","lineage":["https://openalex.org/I39587148"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yan-Hong Ding","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Wichita State University","School of Electronics Information Engineering, Tianjin University of Technology, Tianjin, China","School of Electronics Information Engineering, Tianjin Key Laboratory of Film Electronic and Communication Devices, Tianjin University of Technology, Tianjin, 300384, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Wichita State University","institution_ids":["https://openalex.org/I39587148"]},{"raw_affiliation_string":"School of Electronics Information Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"School of Electronics Information Engineering, Tianjin Key Laboratory of Film Electronic and Communication Devices, Tianjin University of Technology, Tianjin, 300384, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8158,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66367079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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":0.9994999766349792,"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/T10320","display_name":"Neural Networks and Applications","score":0.9684000015258789,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9621999859809875,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.7976205348968506},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.7638536691665649},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5808190703392029},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5270143747329712},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4647336006164551},{"id":"https://openalex.org/keywords/wind-profile-power-law","display_name":"Wind profile power law","score":0.46196267008781433},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.45499497652053833},{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"Wind power forecasting","score":0.44898727536201477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4432520866394043},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.43041083216667175},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4205875098705292},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.39552950859069824},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.3317059278488159},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.3207668662071228},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2019326388835907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11519676446914673},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10387727618217468},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09390327334403992},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09291529655456543},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06060600280761719},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.060319751501083374}],"concepts":[{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.7976205348968506},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.7638536691665649},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5808190703392029},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5270143747329712},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4647336006164551},{"id":"https://openalex.org/C154718420","wikidata":"https://www.wikidata.org/wiki/Q269096","display_name":"Wind profile power law","level":3,"score":0.46196267008781433},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.45499497652053833},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.44898727536201477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4432520866394043},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.43041083216667175},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4205875098705292},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.39552950859069824},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.3317059278488159},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.3207668662071228},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2019326388835907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11519676446914673},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10387727618217468},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09390327334403992},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09291529655456543},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06060600280761719},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.060319751501083374},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsai.2014.7009282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsai.2014.7009282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2014 2nd International Conference on Systems and Informatics (ICSAI 2014)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1545877870","https://openalex.org/W1983321018","https://openalex.org/W2102450840","https://openalex.org/W2109099170","https://openalex.org/W2116266858","https://openalex.org/W2150789019","https://openalex.org/W2236966765","https://openalex.org/W2500779354","https://openalex.org/W2537150323","https://openalex.org/W4230410911","https://openalex.org/W6632597257","https://openalex.org/W6676552757"],"related_works":["https://openalex.org/W1991577942","https://openalex.org/W2275865104","https://openalex.org/W4387463671","https://openalex.org/W1986640550","https://openalex.org/W2148124239","https://openalex.org/W2174926062","https://openalex.org/W3126674028","https://openalex.org/W3139019002","https://openalex.org/W2381385203","https://openalex.org/W1621931413"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"the":[3,39],"short-term":[4],"prediction":[5,33,49],"of":[6,48,50],"wind":[7,10,19,40,43],"power":[8,20,44],"and":[9,29,42],"speed.":[11],"The":[12,46],"test":[13],"data":[14],"is":[15],"collected":[16],"at":[17],"a":[18,30],"station":[21],"in":[22],"30":[23],"seconds":[24],"interval.":[25],"A":[26],"time-series":[27],"model":[28,34],"neural":[31],"network":[32],"are":[35,54],"applied":[36],"for":[37],"predicting":[38],"speed":[41],"predictions.":[45],"performances":[47],"different":[51],"time":[52],"points":[53],"compared.":[55]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}