{"id":"https://openalex.org/W4399837904","doi":"https://doi.org/10.1145/3632775.3661946","title":"Benchmarking Aggregation-Disaggregation Pipelines for Smart Charging of Electric Vehicles","display_name":"Benchmarking Aggregation-Disaggregation Pipelines for Smart Charging of Electric Vehicles","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399837904","doi":"https://doi.org/10.1145/3632775.3661946"},"language":"en","primary_location":{"id":"doi:10.1145/3632775.3661946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632775.3661946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 15th ACM International Conference on Future and Sustainable Energy Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2406.12755","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074914439","display_name":"Leo Strobel","orcid":"https://orcid.org/0000-0002-1069-315X"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leo Strobel","raw_affiliation_strings":["University of W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1069-315X","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026923870","display_name":"Marco Pruckner","orcid":"https://orcid.org/0009-0000-7241-119X"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marco Pruckner","raw_affiliation_strings":["University of W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0009-0000-7241-119X","affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026923870"],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":null,"apc_paid":null,"fwci":2.7835,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89255884,"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":"84","last_page":"96"},"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":0.9998000264167786,"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":0.9987000226974487,"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/benchmarking","display_name":"Benchmarking","score":0.8216478228569031},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.6329304575920105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4905039668083191},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.48382988572120667},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23210439085960388},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1267889440059662},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.09497702121734619}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8216478228569031},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.6329304575920105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4905039668083191},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.48382988572120667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23210439085960388},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1267889440059662},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.09497702121734619},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3632775.3661946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632775.3661946","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 15th ACM International Conference on Future and Sustainable Energy Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2406.12755","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.12755","pdf_url":"https://arxiv.org/pdf/2406.12755","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2406.12755","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2406.12755","pdf_url":"https://arxiv.org/pdf/2406.12755","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399837904.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1889418052","https://openalex.org/W2000147742","https://openalex.org/W2003675071","https://openalex.org/W2011300686","https://openalex.org/W2019128914","https://openalex.org/W2080896197","https://openalex.org/W2109488193","https://openalex.org/W2128277258","https://openalex.org/W2131539632","https://openalex.org/W2159528632","https://openalex.org/W2201716765","https://openalex.org/W2291680303","https://openalex.org/W2421563164","https://openalex.org/W2613262164","https://openalex.org/W2614529600","https://openalex.org/W2616237312","https://openalex.org/W2887611898","https://openalex.org/W2896575168","https://openalex.org/W2907773120","https://openalex.org/W2913667840","https://openalex.org/W2952348579","https://openalex.org/W2964057583","https://openalex.org/W2964089885","https://openalex.org/W3018834871","https://openalex.org/W3023124365","https://openalex.org/W3035785521","https://openalex.org/W3036155593","https://openalex.org/W3046799006","https://openalex.org/W3047134365","https://openalex.org/W3082019920","https://openalex.org/W3179947654","https://openalex.org/W3185545832","https://openalex.org/W4205973890","https://openalex.org/W4225817373","https://openalex.org/W4310584006","https://openalex.org/W4380887527","https://openalex.org/W4386398899","https://openalex.org/W4386839011"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687"],"abstract_inverted_index":{"As":[0],"the":[1,10,13,66,121,137,151,167,170,180,185,191,209,226,231,237,248,254],"global":[2],"energy":[3,8,19,42],"landscape":[4],"shifts":[5],"towards":[6],"renewable":[7],"and":[9,15,46,84,190,258],"electrification":[11],"of":[12,31,95,136,154,169,179,216],"transport":[14],"heating":[16],"sectors,":[17],"national":[18],"systems":[20],"will":[21],"include":[22],"more":[23],"controllable":[24],"prosumers.":[25],"Many":[26],"future":[27],"scenarios":[28],"contain":[29],"millions":[30],"such":[32],"prosumers":[33,67],"with":[34,68,81,134],"individualistic":[35],"behavior.":[36],"This":[37,140],"poses":[38],"a":[39,103,109,117,126,147,203],"problem":[40],"for":[41,264],"system":[43],"modelers.":[44],"Memory":[45],"runtime":[47],"limitations":[48],"often":[49],"make":[50],"it":[51,61],"impossible":[52],"to":[53,64,92,149,225],"model":[54,65],"each":[55,80,200],"prosumer":[56],"individually.":[57],"In":[58],"these":[59,96],"cases,":[60],"is":[62,90,114,116,131,268],"necessary":[63],"representatives":[69],"or":[70],"in":[71,247,270],"aggregated":[72],"form.":[73],"Existing":[74],"literature":[75],"offers":[76],"various":[77],"aggregation":[78,105,222],"methods,":[79],"strengths,":[82],"drawbacks,":[83],"an":[85,221],"inherent":[86],"modeling":[87],"error.":[88],"It":[89],"difficult":[91],"evaluate":[93,150],"which":[94,267],"methods":[97,262],"perform":[98],"best.":[99],"Each":[100],"paper":[101,141],"presenting":[102],"new":[104],"method":[106,201],"usually":[107],"includes":[108],"performance":[110,153,168],"evaluation.":[111],"However,":[112],"what":[113],"missing":[115],"direct":[118],"comparison":[119],"on":[120,160,208],"same":[122],"benchmark,":[123],"preferably":[124],"by":[125,145],"neutral":[127],"third":[128],"party":[129],"that":[130,199],"not":[132],"associated":[133],"any":[135],"compared":[138,224],"methods.":[139],"addresses":[142],"this":[143],"gap":[144],"introducing":[146],"benchmark":[148],"end-to-end":[152],"multiple":[155],"aggregation-disaggregation":[156],"pipelines,":[157],"specifically":[158],"focusing":[159],"electric":[161],"vehicles":[162],"(EVs).":[163],"Our":[164],"study":[165],"assesses":[166],"common":[171],"representative":[172,243],"profile":[173,244],"(REP)":[174],"approach,":[175,184],"four":[176],"different":[177],"versions":[178],"virtual":[181],"battery":[182],"(VB)":[183],"Flex":[186,255],"Object":[187,256],"(FO)":[188,257],"method,":[189,223],"Dependency-based":[192,259],"FlexOffer":[193,260],"(DFO)":[194,261],"method.":[195],"The":[196,242],"results":[197,246],"show":[198],"has":[202],"clear":[204],"use":[205,272],"case.":[206],"Depending":[207],"price":[210],"signal,":[211],"additional":[212,250],"median":[213],"charging":[214,228,232],"costs":[215,229,233,251],"2%-50%":[217],"are":[218],"incurred":[219],"using":[220],"optimal":[227],"(i.e.,":[230],"resulting":[234],"from":[235],"optimizing":[236],"EVs":[238],"directly,":[239],"without":[240],"aggregation).":[241],"approach":[245],"lowest":[249],"(2%-20%),":[252],"while":[253],"allow":[263],"error-free":[265],"disaggregation,":[266],"advantageous":[269],"real-world":[271],"cases.":[273]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}