{"id":"https://openalex.org/W4206240752","doi":"https://doi.org/10.1109/tii.2021.3139361","title":"Achieving Efficient and Adaptable Dispatching for Vehicle-to-Grid Using Distributed Edge Computing and Attention-Based LSTM","display_name":"Achieving Efficient and Adaptable Dispatching for Vehicle-to-Grid Using Distributed Edge Computing and Attention-Based LSTM","publication_year":2021,"publication_date":"2021-12-31","ids":{"openalex":"https://openalex.org/W4206240752","doi":"https://doi.org/10.1109/tii.2021.3139361"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2021.3139361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3139361","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-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/A5074664705","display_name":"Yitong Shang","orcid":"https://orcid.org/0000-0001-9900-6127"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitong Shang","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China","Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101148439","display_name":"Yimeng Shang","orcid":"https://orcid.org/0009-0009-9262-2117"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yimeng Shang","raw_affiliation_strings":["China Mobile Research Institute, Beijing, China","Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute, Beijing, China","institution_ids":["https://openalex.org/I180662265"]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022988455","display_name":"Hang Yu","orcid":"https://orcid.org/0000-0003-4827-5807"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Yu","raw_affiliation_strings":["Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106482211","display_name":"Ziyun Shao","orcid":"https://orcid.org/0009-0007-8312-7291"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyun Shao","raw_affiliation_strings":["School of Electronics and Communication Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Communication Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049823092","display_name":"Linni Jian","orcid":"https://orcid.org/0000-0002-5246-2835"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linni Jian","raw_affiliation_strings":["Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5246-2835","affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Electric Direct Drive Technology, Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8097,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.91369204,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"18","issue":"10","first_page":"6915","last_page":"6926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":1.0,"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":1.0,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/computer-science","display_name":"Computer science","score":0.8205528855323792},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7196801900863647},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.6238355040550232},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6095414161682129},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.46503111720085144},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.46229904890060425},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.44788026809692383},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32826632261276245},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32049721479415894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2255057394504547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8205528855323792},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7196801900863647},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.6238355040550232},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6095414161682129},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.46503111720085144},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.46229904890060425},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.44788026809692383},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32826632261276245},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32049721479415894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2255057394504547},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2021.3139361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2021.3139361","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-139361","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-139361","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G124035306","display_name":null,"funder_award_id":"202102010416","funder_id":"https://openalex.org/F4320330743","funder_display_name":"Guangzhou Municipal Science and Technology Bureau"},{"id":"https://openalex.org/G7640088366","display_name":null,"funder_award_id":"2020ZDZX3002","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"},{"id":"https://openalex.org/G8346084609","display_name":null,"funder_award_id":"2019B101001022","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320326279","display_name":"Department of Education of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320330743","display_name":"Guangzhou Municipal Science and Technology Bureau","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1983625218","https://openalex.org/W2064675550","https://openalex.org/W2121029939","https://openalex.org/W2142871505","https://openalex.org/W2337971328","https://openalex.org/W2547830109","https://openalex.org/W2607815864","https://openalex.org/W2735814068","https://openalex.org/W2755846305","https://openalex.org/W2789344914","https://openalex.org/W2791928865","https://openalex.org/W2897967520","https://openalex.org/W2898001626","https://openalex.org/W2904926162","https://openalex.org/W2910886069","https://openalex.org/W2913448648","https://openalex.org/W2947697862","https://openalex.org/W2948817937","https://openalex.org/W2960944858","https://openalex.org/W2986373612","https://openalex.org/W2987889495","https://openalex.org/W2997578696","https://openalex.org/W2998798568","https://openalex.org/W3016536412","https://openalex.org/W3028104798","https://openalex.org/W3032655245","https://openalex.org/W3033406500","https://openalex.org/W3038802905","https://openalex.org/W3039764698","https://openalex.org/W3047319037","https://openalex.org/W3081587596","https://openalex.org/W3088695967","https://openalex.org/W3093022536","https://openalex.org/W3105945182","https://openalex.org/W3116581862","https://openalex.org/W3163354108","https://openalex.org/W3196028040","https://openalex.org/W6759207635"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W2132641928","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W3023564924","https://openalex.org/W2942586735"],"abstract_inverted_index":{"With":[0],"the":[1,32,41,81,86,91,102,118,130,143],"popularity":[2],"of":[3,19,52],"electric":[4],"vehicles":[5],"(EVs),":[6],"vehicle-to-grid":[7],"(V2G)":[8],"technology":[9],"is":[10,73,96,134],"attracting":[11],"increasing":[12],"attention":[13,109],"due":[14],"to":[15,30,79,98,116,136,147],"its":[16],"crucial":[17],"merit":[18],"enabling":[20],"bidirectional":[21],"power":[22,63,106],"flows":[23],"between":[24],"EVs":[25,58],"and":[26,35,59,84,104,111,121],"grid,":[27],"so":[28],"as":[29],"enhance":[31],"grid":[33],"security":[34],"stability":[36],"by":[37,101],"regulated":[38],"dispatching.":[39],"However,":[40],"existing":[42],"V2G":[43,132],"approaches":[44],"are":[45,114],"confronted":[46],"with":[47,142],"several":[48],"unrealizable":[49],"challenges":[50],"because":[51],"high":[53],"computational":[54],"complexity":[55],"for":[56,61],"large-scale":[57],"impracticality":[60],"future":[62],"data":[64,112],"acquisition.":[65],"In":[66],"this":[67],"article,":[68],"an":[69],"edge":[70],"computing":[71],"framework":[72],"proposed":[74,131],"in":[75],"a":[76],"distributed":[77],"manner":[78],"ensure":[80],"dispatching":[82,140],"efficiently":[83],"provide":[85],"raw":[87],"dataset":[88,127],"flexibly.":[89],"Meanwhile,":[90],"long":[92],"short-term":[93],"memory":[94],"network":[95],"applied":[97],"prediction":[99,119,144],"merely":[100],"past":[103],"present":[105],"data.":[107],"Moreover,":[108],"mechanism":[110],"clustering":[113],"utilized":[115],"improve":[117],"accuracy":[120,145],"operation":[122],"robustness.":[123],"Experiments":[124],"involving":[125],"real":[126],"demonstrated":[128],"that":[129],"scheme":[133],"able":[135],"achieve":[137],"very":[138],"satisfactory":[139],"performance":[141],"up":[146],"98.89%.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}