{"id":"https://openalex.org/W4377297595","doi":"https://doi.org/10.1145/3575813.3595205","title":"DClEVerNet: Deep Combinatorial Learning for Efficient EV Charging Scheduling in Large-scale Networked Facilities","display_name":"DClEVerNet: Deep Combinatorial Learning for Efficient EV Charging Scheduling in Large-scale Networked Facilities","publication_year":2023,"publication_date":"2023-06-16","ids":{"openalex":"https://openalex.org/W4377297595","doi":"https://doi.org/10.1145/3575813.3595205"},"language":"en","primary_location":{"id":"doi:10.1145/3575813.3595205","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3575813.3595205","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3575813.3595205","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091998598","display_name":"Bushra Alshehhi","orcid":"https://orcid.org/0009-0006-5821-9330"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Bushra Alshehhi","raw_affiliation_strings":["Khalifa University, United Arab Emirates"],"raw_orcid":"https://orcid.org/0009-0006-5821-9330","affiliations":[{"raw_affiliation_string":"Khalifa University, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047645152","display_name":"Areg Karapetyan","orcid":"https://orcid.org/0000-0001-6662-9037"},"institutions":[{"id":"https://openalex.org/I120250893","display_name":"New York University Abu Dhabi","ror":"https://ror.org/00e5k0821","country_code":"AE","type":"education","lineage":["https://openalex.org/I120250893","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Areg Karapetyan","raw_affiliation_strings":["Khalifa University, United Arab Emirates and Division of Engineering, New York University Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-6662-9037","affiliations":[{"raw_affiliation_string":"Khalifa University, United Arab Emirates and Division of Engineering, New York University Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375","https://openalex.org/I120250893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103224844","display_name":"Khaled Elbassioni","orcid":"https://orcid.org/0000-0001-7652-7202"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Khaled Elbassioni","raw_affiliation_strings":["Khalifa University, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-7652-7202","affiliations":[{"raw_affiliation_string":"Khalifa University, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023916531","display_name":"Chi-Kin Chau","orcid":"https://orcid.org/0000-0003-0362-2844"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sid Chi-Kin Chau","raw_affiliation_strings":["Australian National University, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0362-2844","affiliations":[{"raw_affiliation_string":"Australian National University, Australia","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056369727","display_name":"Majid Khonji","orcid":"https://orcid.org/0000-0002-1548-9377"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Majid Khonji","raw_affiliation_strings":["Khalifa University, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-1548-9377","affiliations":[{"raw_affiliation_string":"Khalifa University, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091998598"],"corresponding_institution_ids":["https://openalex.org/I176601375"],"apc_list":null,"apc_paid":null,"fwci":0.511,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6321476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"298"},"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":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9957000017166138,"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/computer-science","display_name":"Computer science","score":0.7508493661880493},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6910972595214844},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5756679177284241},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49005019664764404},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3523254096508026}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508493661880493},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6910972595214844},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5756679177284241},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49005019664764404},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3523254096508026},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3575813.3595205","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3575813.3595205","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2305.11195","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2305.11195","pdf_url":"https://arxiv.org/pdf/2305.11195","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"doi:10.1145/3575813.3595205","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3575813.3595205","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th ACM International Conference on Future Energy Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7254800237","display_name":null,"funder_award_id":"CIRA-2020-286.","funder_id":"https://openalex.org/F4320322334","funder_display_name":"Khalifa University of Science, Technology and Research"}],"funders":[{"id":"https://openalex.org/F4320322334","display_name":"Khalifa University of Science, Technology and Research","ror":"https://ror.org/05hffr360"},{"id":"https://openalex.org/F4320323383","display_name":"Technische Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/02kkvpp62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1988115241","https://openalex.org/W1994772417","https://openalex.org/W2090064571","https://openalex.org/W2104093457","https://openalex.org/W2114461427","https://openalex.org/W2115097216","https://openalex.org/W2115594466","https://openalex.org/W2131539632","https://openalex.org/W2135797872","https://openalex.org/W2196845260","https://openalex.org/W2314914111","https://openalex.org/W2342546046","https://openalex.org/W2522855345","https://openalex.org/W2755164733","https://openalex.org/W2789344914","https://openalex.org/W2794612233","https://openalex.org/W2803162363","https://openalex.org/W2905351269","https://openalex.org/W2943197788","https://openalex.org/W2948268323","https://openalex.org/W2963209855","https://openalex.org/W2968135077","https://openalex.org/W2982557718","https://openalex.org/W2990466689","https://openalex.org/W2997596630","https://openalex.org/W2998540693","https://openalex.org/W3011674413","https://openalex.org/W3036138595","https://openalex.org/W3039305152","https://openalex.org/W3080166177","https://openalex.org/W3088315405","https://openalex.org/W3092749927","https://openalex.org/W3115479257","https://openalex.org/W3130134189","https://openalex.org/W3155852894","https://openalex.org/W3181112546","https://openalex.org/W3182817295","https://openalex.org/W3200827493","https://openalex.org/W3202546031","https://openalex.org/W4286760915","https://openalex.org/W4311653668","https://openalex.org/W4313216040","https://openalex.org/W4380146284","https://openalex.org/W4387011096"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W1982914007","https://openalex.org/W2159583675","https://openalex.org/W1824242903","https://openalex.org/W1493858311","https://openalex.org/W2155470929","https://openalex.org/W2394465510","https://openalex.org/W2111125783"],"abstract_inverted_index":{"With":[0,51],"the":[1,5,55,86,97,113,149,163,168,180,188,193],"electrification":[2],"of":[3,8,40,115,167],"transportation,":[4],"rising":[6],"uptake":[7],"electric":[9],"vehicles":[10],"(EVs)":[11],"might":[12],"stress":[13],"distribution":[14],"networks":[15,135],"significantly,":[16],"leaving":[17],"their":[18],"performance":[19],"degraded":[20],"and":[21,48,91,118,158,165,191],"stability":[22],"jeopardized.":[23],"To":[24,95],"accommodate":[25],"these":[26],"new":[27],"loads":[28],"cost-effectively,":[29],"modern":[30],"power":[31,89],"grids":[32],"require":[33],"coordinated":[34],"or":[35],"\u201csmart\u201d":[36],"charging":[37,43,67],"strategies":[38],"capable":[39],"optimizing":[41],"EV":[42,66,78],"scheduling":[44,174],"in":[45,53,148],"a":[46,71,106,128],"scalable":[47],"efficient":[49],"fashion.":[50],"this":[52],"view,":[54],"present":[56],"work":[57],"focuses":[58],"on":[59,156],"reservation":[60],"management":[61],"programs":[62],"for":[63,85,133,195],"large-scale,":[64],"networked":[65],"stations.":[68],"We":[69],"formulate":[70],"time-coupled":[72],"binary":[73],"optimization":[74,108],"problem":[75,98,141],"that":[76,136],"maximizes":[77],"users\u2019":[79],"total":[80],"welfare":[81],"gain":[82],"while":[83,101],"accounting":[84],"network\u2019s":[87],"available":[88],"capacity":[90],"stations\u2019":[92],"occupancy":[93],"limits.":[94],"tackle":[96],"at":[99],"scale":[100],"retaining":[102],"high":[103],"solution":[104],"quality,":[105],"data-driven":[107],"framework":[109,190],"combining":[110],"techniques":[111],"from":[112],"fields":[114],"Deep":[116],"Learning":[117],"Approximation":[119],"Algorithms":[120],"is":[121,127],"introduced.":[122],"The":[123],"framework\u2019s":[124],"key":[125],"ingredient":[126],"novel":[129],"input-output":[130],"processing":[131],"scheme":[132],"neural":[134],"allows":[137],"direct":[138],"extrapolation":[139],"to":[140,187],"sizes":[142],"substantially":[143],"larger":[144],"than":[145],"those":[146],"included":[147],"training":[150],"set.":[151],"Extensive":[152],"numerical":[153],"simulations":[154],"based":[155],"synthetic":[157],"real-world":[159],"data":[160],"traces":[161],"verify":[162],"effectiveness":[164],"superiority":[166],"presented":[169],"approach":[170],"over":[171],"two":[172],"representative":[173],"algorithms.":[175],"Lastly,":[176],"we":[177],"round":[178],"up":[179],"contributions":[181],"by":[182],"listing":[183],"several":[184],"immediate":[185],"extensions":[186],"proposed":[189],"outlining":[192],"prospects":[194],"further":[196],"exploration.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}