{"id":"https://openalex.org/W2905310988","doi":"https://doi.org/10.1109/isgteurope.2018.8571605","title":"Fill-level prediction in online valley-filling algorithms for electric vehicle charging","display_name":"Fill-level prediction in online valley-filling algorithms for electric vehicle charging","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2905310988","doi":"https://doi.org/10.1109/isgteurope.2018.8571605","mag":"2905310988"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2018.8571605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.utwente.nl/files/247988927/Schoot2018fill_level.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030436266","display_name":"Martijn H. H. Schoot Uiterkamp","orcid":"https://orcid.org/0000-0002-8125-0479"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Martijn H.H. Schoot Uiterkamp","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Twente, Enschede, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Twente, Enschede, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084415214","display_name":"Marco E. T. Gerards","orcid":"https://orcid.org/0000-0002-3870-4826"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marco E.T. Gerards","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Twente, Enschede, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Twente, Enschede, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001577619","display_name":"Johann L. Hurink","orcid":"https://orcid.org/0000-0001-6986-5633"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Johann L. Hurink","raw_affiliation_strings":["Faculty of Electrical Engineering, University of Twente, Enschede, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University of Twente, Enschede, the Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7857,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.75124015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9994000196456909,"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":0.6450386643409729},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6250805854797363},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5918501615524292},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.5789520144462585},{"id":"https://openalex.org/keywords/electric-vehicle","display_name":"Electric vehicle","score":0.5766339302062988},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5392502546310425},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4775013327598572},{"id":"https://openalex.org/keywords/load-profile","display_name":"Load profile","score":0.4388875961303711},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4339437484741211},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4008128046989441},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2237321436405182},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.14601469039916992},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.130964457988739},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.13005244731903076},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.06727331876754761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450386643409729},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6250805854797363},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5918501615524292},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.5789520144462585},{"id":"https://openalex.org/C2776422217","wikidata":"https://www.wikidata.org/wiki/Q13629441","display_name":"Electric vehicle","level":3,"score":0.5766339302062988},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5392502546310425},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4775013327598572},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.4388875961303711},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4339437484741211},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4008128046989441},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2237321436405182},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.14601469039916992},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.130964457988739},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.13005244731903076},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.06727331876754761},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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:10.1109/isgteurope.2018.8571605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571605","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"},{"id":"pmh:oai:ris.utwente.nl:openaire/39d8e475-32f7-470a-9fe5-8e8c3451e875","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/39d8e475-32f7-470a-9fe5-8e8c3451e875","pdf_url":"https://research.utwente.nl/files/247988927/Schoot2018fill_level.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Schoot Uiterkamp, M H H, Gerards, M E T & Hurink, J L 2018, Fill-level prediction in online valley-filling algorithms for electric vehicle charging. in Proceedings - 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2018., 8571605, IEEE, Piscataway, NJ, 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina, 21/10/18. https://doi.org/10.1109/ISGTEurope.2018.8571605","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:ris.utwente.nl:openaire/39d8e475-32f7-470a-9fe5-8e8c3451e875","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/39d8e475-32f7-470a-9fe5-8e8c3451e875","pdf_url":"https://research.utwente.nl/files/247988927/Schoot2018fill_level.pdf","source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Schoot Uiterkamp, M H H, Gerards, M E T & Hurink, J L 2018, Fill-level prediction in online valley-filling algorithms for electric vehicle charging. in Proceedings - 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, ISGT-Europe 2018., 8571605, IEEE, Piscataway, NJ, 8th IEEE PES Innovative Smart Grid Technologies Conference Europe 2018, Sarajevo, Bosnia and Herzegovina, 21/10/18. https://doi.org/10.1109/ISGTEurope.2018.8571605","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.8799999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2905310988.pdf","grobid_xml":"https://content.openalex.org/works/W2905310988.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2003399840","https://openalex.org/W2003457207","https://openalex.org/W2009650852","https://openalex.org/W2044380999","https://openalex.org/W2045870698","https://openalex.org/W2088077079","https://openalex.org/W2089836396","https://openalex.org/W2115594466","https://openalex.org/W2133888370","https://openalex.org/W2135797872","https://openalex.org/W2179164962","https://openalex.org/W2275088575","https://openalex.org/W2344504222","https://openalex.org/W2499585228","https://openalex.org/W2548360907","https://openalex.org/W2768598017","https://openalex.org/W2931528235","https://openalex.org/W2963523954"],"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/W2484643928","https://openalex.org/W2195904091","https://openalex.org/W3005274527","https://openalex.org/W2896432411","https://openalex.org/W2081317285"],"abstract_inverted_index":{"Due":[0],"to":[1,20,89,116],"the":[2,17,62,70,77,118,122,144],"large":[3],"increase":[4],"in":[5,14,35,137],"electric":[6],"vehicles":[7],"(EVs),":[8],"smart":[9],"charging":[10,26,63,97],"strategies":[11,27],"are":[12,33],"required":[13],"order":[15],"for":[16,121,135],"distribution":[18],"grid":[19],"accommodate":[21],"all":[22],"these":[23,41],"EVs.":[24],"Many":[25],"either":[28],"assume":[29],"that":[30,75,95,142],"future":[31],"loads":[32,42],"known":[34],"advance,":[36],"or":[37],"use":[38,136],"predictions":[39],"of":[40,48,69,103],"as":[43],"input.":[44],"However,":[45],"accurate":[46],"prediction":[47,68],"uncontrollable":[49],"load":[50],"is":[51,114,129],"very":[52,130],"difficult.":[53],"Online":[54],"valley-filling":[55,124],"algorithms":[56],"circumvent":[57],"this":[58,91],"problem":[59],"by":[60],"determining":[61],"profile":[64],"based":[65],"on":[66],"a":[67,72,84],"fill-level:":[71],"single":[73],"parameter":[74],"characterizes":[76],"optimal":[78],"EV":[79],"schedule.":[80],"This":[81],"paper":[82],"presents":[83],"simple,":[85],"but":[86],"accurate,":[87],"method":[88,113,128],"predict":[90,117],"fill-level.":[92],"We":[93],"show":[94],"near-optimal":[96],"profiles":[98],"with":[99],"an":[100],"optimality":[101],"gap":[102],"less":[104],"than":[105],"1":[106],"%":[107],"can":[108],"be":[109],"realized":[110],"when":[111],"our":[112,127],"used":[115],"input":[119],"level":[120],"online":[123,145],"approach.":[125,148],"Furthermore,":[126],"fast":[131],"and":[132],"thus":[133],"suitable":[134],"decentralized":[138],"energy":[139],"management":[140],"systems":[141],"employ":[143],"valley-":[146],"filling":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}