{"id":"https://openalex.org/W4403764010","doi":"https://doi.org/10.1088/1742-6596/2874/1/012003","title":"A short-term wind power forecasting model based on CUR","display_name":"A short-term wind power forecasting model based on CUR","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403764010","doi":"https://doi.org/10.1088/1742-6596/2874/1/012003"},"language":"en","primary_location":{"id":"doi:10.1088/1742-6596/2874/1/012003","doi":"https://doi.org/10.1088/1742-6596/2874/1/012003","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/2874/1/012003","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1088/1742-6596/2874/1/012003","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102008934","display_name":"Shuang Wu","orcid":"https://orcid.org/0000-0003-1237-2656","observed_orcids":["https://orcid.org/0000-0003-1237-2656"]},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]},{"id":"https://openalex.org/I4210139779","display_name":"Yantai Nanshan University","ror":"https://ror.org/0499b1896","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210139779"]},{"id":"https://openalex.org/I927443849","display_name":"Tunku Abdul Rahman University of Management and Technology","ror":"https://ror.org/03b3zvp63","country_code":"MY","type":"education","lineage":["https://openalex.org/I927443849"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Shuang Wu","raw_affiliation_strings":["Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia","Yantai Nanshan University, Yantai, China","Yantai University, Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I927443849"]},{"raw_affiliation_string":"Yantai Nanshan University, Yantai, China","institution_ids":["https://openalex.org/I4210139779"]},{"raw_affiliation_string":"Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041651276","display_name":"Hengxin Lei","orcid":"https://orcid.org/0000-0001-5401-1504","observed_orcids":["https://orcid.org/0000-0001-5401-1504"]},"institutions":[{"id":"https://openalex.org/I18452120","display_name":"Yantai University","ror":"https://ror.org/01rp41m56","country_code":"CN","type":"education","lineage":["https://openalex.org/I18452120"]},{"id":"https://openalex.org/I4210139779","display_name":"Yantai Nanshan University","ror":"https://ror.org/0499b1896","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210139779"]},{"id":"https://openalex.org/I927443849","display_name":"Tunku Abdul Rahman University of Management and Technology","ror":"https://ror.org/03b3zvp63","country_code":"MY","type":"education","lineage":["https://openalex.org/I927443849"]}],"countries":["CN","MY"],"is_corresponding":false,"raw_author_name":"Hengxin Lei","raw_affiliation_strings":["Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia","Yantai Nanshan University, Yantai, China","Yantai University, Yantai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I927443849"]},{"raw_affiliation_string":"Yantai Nanshan University, Yantai, China","institution_ids":["https://openalex.org/I4210139779"]},{"raw_affiliation_string":"Yantai University, Yantai, China","institution_ids":["https://openalex.org/I18452120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052386519","display_name":"Tong Ming Lim","orcid":"https://orcid.org/0000-0002-0455-9704","observed_orcids":["https://orcid.org/0000-0002-0455-9704","https://orcid.org/0009-0006-9794-1895"]},"institutions":[{"id":"https://openalex.org/I927443849","display_name":"Tunku Abdul Rahman University of Management and Technology","ror":"https://ror.org/03b3zvp63","country_code":"MY","type":"education","lineage":["https://openalex.org/I927443849"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tong Ming Lim","raw_affiliation_strings":["Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I927443849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041512923","display_name":"Yiqi Tew","orcid":"https://orcid.org/0000-0002-9395-2937","observed_orcids":["https://orcid.org/0000-0002-9395-2937"]},"institutions":[{"id":"https://openalex.org/I927443849","display_name":"Tunku Abdul Rahman University of Management and Technology","ror":"https://ror.org/03b3zvp63","country_code":"MY","type":"education","lineage":["https://openalex.org/I927443849"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Tew Yiqi","raw_affiliation_strings":["Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I927443849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105922073","display_name":"Wong Thein Lai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I927443849","display_name":"Tunku Abdul Rahman University of Management and Technology","ror":"https://ror.org/03b3zvp63","country_code":"MY","type":"education","lineage":["https://openalex.org/I927443849"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wong Thein Lai","raw_affiliation_strings":["Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tunku Abdul Rahman University of Management and Technology, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I927443849"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.418,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89038102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2874","issue":"1","first_page":"012003","last_page":"012003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9984999895095825,"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":0.9984999895095825,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.00019999999494757503,"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/T11326","display_name":"Stock Market Forecasting Methods","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-power-forecasting","display_name":"wind power forecasting","score":0.9559999704360962},{"id":"https://openalex.org/keywords/cur-matrix-decomposition","display_name":"CUR matrix decomposition","score":0.949999988079071},{"id":"https://openalex.org/keywords/short-term-forecasting","display_name":"short-term forecasting","score":0.8389999866485596},{"id":"https://openalex.org/keywords/interpretability","display_name":"interpretability","score":0.8840000033378601},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.671999990940094},{"id":"https://openalex.org/keywords/low-dimensional-approximation","display_name":"low-dimensional approximation","score":0.6510000228881836},{"id":"https://openalex.org/keywords/high-dimensional-data","display_name":"high-dimensional data","score":0.546999990940094},{"id":"https://openalex.org/keywords/time-series-features","display_name":"time series features","score":0.5860000252723694}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7328622341156006},{"id":"https://openalex.org/C2781084341","wikidata":"https://www.wikidata.org/wiki/Q2583670","display_name":"Wind power forecasting","level":4,"score":0.6225460171699524},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5786162614822388},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3990498185157776},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3897075951099396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38938280940055847},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3800855278968811},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3674547076225281},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21312516927719116},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.1780436933040619},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.17211949825286865},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16707593202590942},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11979684233665466},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10936126112937927},{"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:10.1088/1742-6596/2874/1/012003","doi":"https://doi.org/10.1088/1742-6596/2874/1/012003","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/2874/1/012003","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1088/1742-6596/2874/1/012003","doi":"https://doi.org/10.1088/1742-6596/2874/1/012003","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1742-6596/2874/1/012003","pdf_url":null,"source":{"id":"https://openalex.org/S4210187594","display_name":"Journal of Physics Conference Series","issn_l":"1742-6588","issn":["1742-6588","1742-6596"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics: Conference Series","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.75}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3170147864","https://openalex.org/W4307811927","https://openalex.org/W4317242518","https://openalex.org/W4321456978","https://openalex.org/W4323033668","https://openalex.org/W4378894896","https://openalex.org/W4379881926","https://openalex.org/W4386880210","https://openalex.org/W4387074084"],"related_works":["https://openalex.org/W2626641865","https://openalex.org/W2034182965","https://openalex.org/W2246158493","https://openalex.org/W2102851390","https://openalex.org/W2946066052","https://openalex.org/W4200305155","https://openalex.org/W2142241280","https://openalex.org/W1963538988","https://openalex.org/W3157443038","https://openalex.org/W4283708012"],"abstract_inverted_index":{"Abstract":[0],"Wind":[1],"power":[2,56,63,83,175],"forecasting":[3,18,176],"plays":[4],"a":[5,27,61,110,157],"crucial":[6],"role":[7],"in":[8,94,153,161],"the":[9,15,21,34,48,78,120,136,148,173,194],"contemporary":[10],"renewable":[11],"energy":[12],"system.":[13],"During":[14],"process":[16],"of":[17,23,29,36,90,172],"wind":[19,55,62,126,174],"power,":[20,127],"establishment":[22],"LSTM":[24],"models":[25],"requires":[26],"lot":[28],"time":[30,132],"and":[31,33,46,53,92,98,101,115,144,168,184,203],"effort,":[32],"interpretability":[35],"prediction":[37,64,201],"results":[38,191],"is":[39,139,182],"poor,":[40],"making":[41,164],"it":[42,165],"difficult":[43],"to":[44,108,146],"understand":[45],"verify":[47],"results.":[49],"To":[50],"accomplish":[51],"interpretable":[52,167],"precise":[54],"predictions,":[57],"this":[58],"paper":[59],"introduces":[60],"algorithm":[65],"model":[66],"leveraging":[67],"CUR":[68,72,179,195],"matrix":[69,73,80,113,129,137,158,180,196],"decomposition.":[70],"The":[71,86,170,190],"decomposition":[74,181,197],"method":[75,198],"first":[76],"obtains":[77],"original":[79],"A":[81,95],"(wind":[82],"data":[84],"matrix).":[85],"statistical":[87],"influence":[88],"scores":[89,105],"rows":[91,102],"columns":[93,100],"are":[96,106],"calculated,":[97],"several":[99],"with":[103],"higher":[104],"selected":[107],"form":[109],"low":[111],"dimensional":[112],"C":[114,118],"R.":[116],"Matrix":[117],"contains":[119,131],"main":[121],"characteristic":[122],"factors":[123],"that":[124,193],"affect":[125],"while":[128],"R":[130,145],"series":[133],"features.":[134],"Then,":[135],"U":[138],"approximated":[140],"by":[141],"A,":[142],"C,":[143],"transform":[147],"preference":[149],"feature":[150],"extraction":[151],"problem":[152,160],"high-dimensional":[154],"space":[155],"into":[156],"analysis":[159],"low-dimensional":[162],"space,":[163],"more":[166],"accurate.":[169],"efficacy":[171],"approach":[177],"utilizing":[178],"assessed":[183],"confirmed":[185],"on":[186],"openly":[187],"accessible":[188],"datasets.":[189],"indicate":[192],"has":[199],"good":[200],"accuracy":[202],"interpretability.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-09-25T08:18:29.962427","created_date":"2025-10-10T00:00:00"}
