{"id":"https://openalex.org/W4409536742","doi":"https://doi.org/10.1109/icvisp64524.2024.10959691","title":"Enhancing Wind Speed Forecasting with Multi-Meteorological Factors LSTM Models and Novel Loss Function Design","display_name":"Enhancing Wind Speed Forecasting with Multi-Meteorological Factors LSTM Models and Novel Loss Function Design","publication_year":2024,"publication_date":"2024-12-27","ids":{"openalex":"https://openalex.org/W4409536742","doi":"https://doi.org/10.1109/icvisp64524.2024.10959691"},"language":"en","primary_location":{"id":"doi:10.1109/icvisp64524.2024.10959691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icvisp64524.2024.10959691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Vision, Image and Signal Processing (ICVISP)","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/A5100370270","display_name":"Xinyi Li","orcid":"https://orcid.org/0000-0002-0221-0525"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Li","raw_affiliation_strings":["School of Computer, Chengdu University of Information Technology,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Chengdu University of Information Technology,Chengdu,China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784385","display_name":"Jing Hu","orcid":"https://orcid.org/0000-0003-0921-0592"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Hu","raw_affiliation_strings":["School of Computer, Chengdu University of Information Technology,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Chengdu University of Information Technology,Chengdu,China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057004410","display_name":"Dufu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dufu Liu","raw_affiliation_strings":["School of Computer, Chengdu University of Information Technology,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Chengdu University of Information Technology,Chengdu,China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052787399","display_name":"Dongling Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongling Wang","raw_affiliation_strings":["School of Computer, Chengdu University of Information Technology,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Chengdu University of Information Technology,Chengdu,China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115599033","display_name":"Feihu Huang","orcid":"https://orcid.org/0000-0001-7309-7585"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feihu Huang","raw_affiliation_strings":["School of Computer, Chengdu University of Information Technology,Chengdu,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, Chengdu University of Information Technology,Chengdu,China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059393102","display_name":"Ji Cheng","orcid":"https://orcid.org/0000-0003-1610-2557"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cheng Ji","raw_affiliation_strings":["Huafeng Meteorological Media Group Co., Ltd.,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huafeng Meteorological Media Group Co., Ltd.,Beijing,China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9944999814033508,"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":0.9944999814033508,"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/wind-speed","display_name":"Wind speed","score":0.7525656223297119},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5684261322021484},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5488473176956177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5438480973243713},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"Weather forecasting","score":0.4378896951675415},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34419670701026917},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09623974561691284}],"concepts":[{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.7525656223297119},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5684261322021484},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5488473176956177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5438480973243713},{"id":"https://openalex.org/C21001229","wikidata":"https://www.wikidata.org/wiki/Q182868","display_name":"Weather forecasting","level":2,"score":0.4378896951675415},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34419670701026917},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09623974561691284},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icvisp64524.2024.10959691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icvisp64524.2024.10959691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 8th International Conference on Vision, Image and Signal Processing (ICVISP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1966676388","https://openalex.org/W2944851425","https://openalex.org/W3000471799","https://openalex.org/W3045577357","https://openalex.org/W3148107757","https://openalex.org/W3168997536","https://openalex.org/W3184230123","https://openalex.org/W4309284917","https://openalex.org/W4383218913","https://openalex.org/W4391232978","https://openalex.org/W4395082343","https://openalex.org/W4399186372"],"related_works":["https://openalex.org/W2348064372","https://openalex.org/W4283017276","https://openalex.org/W2018410291","https://openalex.org/W2958561312","https://openalex.org/W1480156024","https://openalex.org/W3092347950","https://openalex.org/W65938850","https://openalex.org/W275718980","https://openalex.org/W2361731950","https://openalex.org/W2618707070"],"abstract_inverted_index":{"Wind":[0],"power":[1],"generation":[2],"has":[3,11],"grown":[4],"in":[5,24,86,113],"importance":[6,109],"as":[7],"renewable":[8],"energy":[9],"technology":[10],"advanced;":[12],"nonetheless,":[13],"wind":[14,33,59,97,111],"speed":[15,34,60,98,112],"forecasting":[16],"remains":[17],"a":[18,42,52],"concern.":[19],"Traditional":[20],"approaches":[21],"are":[22],"inadequate":[23],"dealing":[25],"with":[26,51,100],"the":[27,58,69,108],"nonlinearity":[28],"and":[29,82],"long-term":[30],"dependency":[31],"of":[32,110],"data.":[35],"The":[36,63],"suggested":[37,78],"method":[38],"aims":[39],"to":[40,56,90],"present":[41],"deep":[43],"learning":[44],"architecture":[45],"that":[46,76,95],"incorporates":[47],"several":[48],"meteorological":[49,66,102],"elements,":[50],"hybrid":[53],"loss":[54],"employed":[55],"increase":[57],"prediction":[61],"effect.":[62],"experiment":[64],"used":[65],"data":[67,103],"from":[68],"Hangzhou":[70],"Asian":[71],"Games.":[72],"Comparative":[73],"results":[74],"show":[75],"our":[77],"strategy":[79],"outperformed":[80],"ARIMA":[81],"Random":[83],"Forest":[84],"models":[85],"measures":[87],"by":[88],"up":[89],"10.86%.":[91],"Ablation":[92],"studies":[93],"demonstrated":[94],"including":[96],"along":[99],"other":[101],"can":[104],"improve":[105],"performance,":[106],"highlighting":[107],"predicting.":[114]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
