{"id":"https://openalex.org/W3039024639","doi":"https://doi.org/10.1186/s13638-020-01752-y","title":"Integrated human-machine intelligence for EV charging prediction in 5G smart grid","display_name":"Integrated human-machine intelligence for EV charging prediction in 5G smart grid","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3039024639","doi":"https://doi.org/10.1186/s13638-020-01752-y","mag":"3039024639"},"language":"en","primary_location":{"id":"doi:10.1186/s13638-020-01752-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-020-01752-y","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-020-01752-y","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-020-01752-y","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109359496","display_name":"Sun De-dong","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dedong Sun","raw_affiliation_strings":["State Grid Information & Telecommunication Group Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Grid Information & Telecommunication Group Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067514204","display_name":"Qinghai Ou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qinghai Ou","raw_affiliation_strings":["Beijing Fibrlink Communications Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Fibrlink Communications Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049562977","display_name":"Xianjiong Yao","orcid":"https://orcid.org/0009-0003-3323-4030"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xianjiong Yao","raw_affiliation_strings":["State Grid Shanghai Municipal Electric Power Company, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Grid Shanghai Municipal Electric Power Company, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016113508","display_name":"Songji Gao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Songji Gao","raw_affiliation_strings":["Beijing Fibrlink Communications Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Fibrlink Communications Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039618601","display_name":"Zhiqiang Wang","orcid":"https://orcid.org/0000-0001-5946-8407"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiqiang Wang","raw_affiliation_strings":["State Grid Shaanxi Electric Power Company, Xian, China"],"affiliations":[{"raw_affiliation_string":"State Grid Shaanxi Electric Power Company, Xian, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013126940","display_name":"Wenjie Ma","orcid":"https://orcid.org/0000-0002-9647-3931"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenjie Ma","raw_affiliation_strings":["Beijing Fibrlink Communications Co., Ltd., Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Fibrlink Communications Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100442689","display_name":"Wenjing Li","orcid":"https://orcid.org/0000-0003-3852-1007"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing Li","raw_affiliation_strings":["State Key Lab. of Networking & Switching Technology, Beijing University of Posts & Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab. of Networking & Switching Technology, Beijing University of Posts & Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5109359496"],"corresponding_institution_ids":["https://openalex.org/I17442442"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":2.3853,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.891039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"2020","issue":"1","first_page":null,"last_page":null},"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":0.9980000257492065,"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/T13553","display_name":"Age of Information Optimization","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8295505046844482},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.779590368270874},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5688663721084595},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5139359831809998},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4527939558029175},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4462350010871887},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.43170422315597534},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3370403051376343},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2055286169052124},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10696640610694885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8295505046844482},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.779590368270874},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5688663721084595},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5139359831809998},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4527939558029175},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4462350010871887},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.43170422315597534},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3370403051376343},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2055286169052124},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10696640610694885},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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":2,"locations":[{"id":"doi:10.1186/s13638-020-01752-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-020-01752-y","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-020-01752-y","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3f79e6c2083049589030cb8f3e73b1f9","is_oa":true,"landing_page_url":"https://doaj.org/article/3f79e6c2083049589030cb8f3e73b1f9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking, Vol 2020, Iss 1, Pp 1-15 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13638-020-01752-y","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13638-020-01752-y","pdf_url":"https://jwcn-eurasipjournals.springeropen.com/track/pdf/10.1186/s13638-020-01752-y","source":{"id":"https://openalex.org/S82675988","display_name":"EURASIP Journal on Wireless Communications and Networking","issn_l":"1687-1472","issn":["1687-1472","1687-1499"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Wireless Communications and Networking","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G1240208483","display_name":null,"funder_award_id":"5700-201941235A-0-0-00","funder_id":"https://openalex.org/F4320335967","funder_display_name":"Science and Technology Project of State Grid"}],"funders":[{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3039024639.pdf","grobid_xml":"https://content.openalex.org/works/W3039024639.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2000956284","https://openalex.org/W2002275466","https://openalex.org/W2111380948","https://openalex.org/W2154770714","https://openalex.org/W2163605009","https://openalex.org/W2335999708","https://openalex.org/W2531437790","https://openalex.org/W2754252319","https://openalex.org/W2803421549","https://openalex.org/W2885982780","https://openalex.org/W2886484107","https://openalex.org/W2897892502","https://openalex.org/W2905330770","https://openalex.org/W2913213416","https://openalex.org/W2915419226","https://openalex.org/W2923987826","https://openalex.org/W2945283515","https://openalex.org/W2954048674","https://openalex.org/W2958222824","https://openalex.org/W2972215046","https://openalex.org/W2974093277","https://openalex.org/W2979826936","https://openalex.org/W2990210508","https://openalex.org/W2995561413"],"related_works":["https://openalex.org/W2751256511","https://openalex.org/W1597785538","https://openalex.org/W2382521298","https://openalex.org/W2491804929","https://openalex.org/W2365075862","https://openalex.org/W2317225295","https://openalex.org/W2484643928","https://openalex.org/W2005920118","https://openalex.org/W2365978006","https://openalex.org/W3005274527"],"abstract_inverted_index":{"Abstract":[0],"With":[1],"the":[2,6,10,13,41,56,82,89,102,108,116,132,148,168],"rapid":[3],"development":[4],"of":[5,15,48,110,119,135,182],"power":[7],"infrastructures":[8],"and":[9,29,45,77,96,106,156,185],"increase":[11],"in":[12,26,36,161,180],"number":[14],"electric":[16],"vehicles":[17],"(EVs),":[18],"vehicle-to-grid":[19],"(V2G)":[20],"technologies":[21,80],"have":[22],"attracted":[23],"great":[24,53],"interest":[25],"both":[27],"academia":[28],"industry":[30],"as":[31],"an":[32,140],"energy":[33,111],"management":[34],"technology":[35],"5G":[37,83],"smart":[38,57,70,84,94],"grid.":[39,85],"Considering":[40],"inherently":[42],"high":[43],"mobility":[44],"low":[46],"reliability":[47],"EVs,":[49],"it":[50],"is":[51,98,123],"a":[52,68,125],"challenge":[54,126],"for":[55,63,81,127],"grid":[58,71],"to":[59,100,130,152],"provide":[60],"on-demand":[61],"services":[62],"EVs.":[64,136],"Therefore,":[65],"we":[66,138],"propose":[67,139],"novel":[69],"architecture":[72],"based":[73,146],"on":[74,147],"network":[75],"slicing":[76],"edge":[78],"computing":[79],"Under":[86],"this":[87,162],"architecture,":[88],"bidirectional":[90],"traffic":[91],"information":[92],"between":[93],"grids":[95],"EVs":[97,155],"collected":[99],"improve":[101,131],"EV":[103,120,141,175],"charging":[104,121,142,159,176],"experience":[105],"decrease":[107],"cost":[109],"service":[112],"providers.":[113],"In":[114],"addition,":[115],"accurate":[117],"prediction":[118,144,170,178,183],"behavior":[122,143,160,177],"also":[124],"V2G":[128],"systems":[129],"scheduling":[133,186],"efficiency":[134],"Thus,":[137],"scheme":[145,171],"hybrid":[149],"artificial":[150],"intelligence":[151],"identify":[153],"targeted":[154],"predict":[157],"their":[158],"paper.":[163],"Simulation":[164],"results":[165],"show":[166],"that":[167],"proposed":[169],"outperforms":[172],"several":[173],"state-of-the-art":[174],"methods":[179],"terms":[181],"accuracy":[184],"efficiency.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}