{"id":"https://openalex.org/W4411552777","doi":"https://doi.org/10.1109/cscwd64889.2025.11033306","title":"Electric Vehicle Charging Price Forecasting Based on Regional Electricity Demand Over Cross-Scale Adaptive Weighted Fusion Network","display_name":"Electric Vehicle Charging Price Forecasting Based on Regional Electricity Demand Over Cross-Scale Adaptive Weighted Fusion Network","publication_year":2025,"publication_date":"2025-05-05","ids":{"openalex":"https://openalex.org/W4411552777","doi":"https://doi.org/10.1109/cscwd64889.2025.11033306"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd64889.2025.11033306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-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/A5074232429","display_name":"Tie Hua Zhou","orcid":"https://orcid.org/0000-0002-3258-0244"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tie Hua Zhou","raw_affiliation_strings":["School of Computer Science, Northeast Electric Power University,Jilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northeast Electric Power University,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118596374","display_name":"Xi Rao Xun","orcid":null},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Rao Xun","raw_affiliation_strings":["School of Computer Science, Northeast Electric Power University,Jilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northeast Electric Power University,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071308246","display_name":"Ling Wang","orcid":"https://orcid.org/0000-0002-7605-721X"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Wang","raw_affiliation_strings":["School of Computer Science, Northeast Electric Power University,Jilin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northeast Electric Power University,Jilin,China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043932631","display_name":"Keun Ho Ryu","orcid":"https://orcid.org/0000-0003-0394-9054"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keun Ho Ryu","raw_affiliation_strings":["Chungbuk National University,Department of Computer Science,Cheongju,Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chungbuk National University,Department of Computer Science,Cheongju,Korea","institution_ids":["https://openalex.org/I163753206"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10868894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1240","last_page":"1245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.988099992275238,"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/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.988099992275238,"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/electricity","display_name":"Electricity","score":0.5814523100852966},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.5510327816009521},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5461174845695496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4908609986305237},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.4557986855506897},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.42772793769836426},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.2256186604499817},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1879538595676422},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1640574336051941},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.11353349685668945}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5814523100852966},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.5510327816009521},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5461174845695496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4908609986305237},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4557986855506897},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.42772793769836426},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2256186604499817},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1879538595676422},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1640574336051941},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.11353349685668945},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd64889.2025.11033306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd64889.2025.11033306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5699999928474426,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2150073608","https://openalex.org/W3047961354","https://openalex.org/W3200549809","https://openalex.org/W4205948434","https://openalex.org/W4213373615","https://openalex.org/W4225769574","https://openalex.org/W4283119726","https://openalex.org/W4292473116","https://openalex.org/W4294846974","https://openalex.org/W4297198337","https://openalex.org/W4303474662","https://openalex.org/W4306403765","https://openalex.org/W4322629590","https://openalex.org/W4322631283","https://openalex.org/W4360584114","https://openalex.org/W4379524574","https://openalex.org/W4389454626","https://openalex.org/W4391053798","https://openalex.org/W6943876626"],"related_works":["https://openalex.org/W2598381895","https://openalex.org/W2099421762","https://openalex.org/W2530546662","https://openalex.org/W1553072606","https://openalex.org/W2967030268","https://openalex.org/W4386420510","https://openalex.org/W2185253430","https://openalex.org/W4210345652","https://openalex.org/W2147990030","https://openalex.org/W2370258473"],"abstract_inverted_index":{"With":[0],"the":[1,8,51,54,61,85,92,106],"acceleration":[2],"of":[3,10,53,99,108],"global":[4],"energy":[5],"transition":[6],"and":[7,17,63,67,80,96,102,119,136,143,147],"popularization":[9],"Electric":[11],"Vehicles":[12],"(EVs),":[13],"regional":[14,133],"electricity":[15,100,134],"demand":[16,66,101,135],"EV":[18,137],"charging":[19,138],"price":[20,68,103,148],"forecasting":[21,56,132],"has":[22],"become":[23],"an":[24],"important":[25],"issue":[26],"in":[27,58,131],"power":[28,65],"system":[29],"management.":[30],"In":[31],"this":[32],"paper,":[33],"a":[34],"Cross-Scale":[35],"Adaptive":[36],"Weighted":[37],"Fusion":[38],"Network(CSAWFNet)":[39],"based":[40],"on":[41],"triple":[42],"weighted":[43],"fusion":[44,113],"LSTM":[45],"model":[46,88],"is":[47],"proposed":[48],"to":[49,84],"address":[50],"limitations":[52],"existing":[55],"methods":[57],"dealing":[59],"with":[60],"complex":[62],"changing":[64],"fluctuations.":[69,149],"The":[70,87,122],"feature":[71],"extraction":[72],"was":[73],"first":[74],"performed":[75],"using":[76],"machine":[77],"learning":[78],"algorithms,":[79],"then":[81],"as":[82],"inputs":[83],"model.":[86],"can":[89],"effectively":[90],"capture":[91],"short-term":[93],"high-frequency":[94],"changes":[95],"long-term":[97],"trends":[98],"fluctuations":[104],"through":[105],"improvements":[107],"sliding":[109],"window,":[110],"multi-scale":[111],"memory":[112,116],"mechanism,":[114,118],"adaptive":[115],"pruning":[117],"cross-layer":[120],"connections.":[121],"experimental":[123],"re-sults":[124],"show":[125],"that":[126],"CSAWFNet":[127],"outperforms":[128],"traditional":[129],"models":[130],"prices,":[139],"particularly":[140],"during":[141],"peak":[142],"trough":[144],"load":[145],"periods":[146]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
