{"id":"https://openalex.org/W4285202105","doi":"https://doi.org/10.5220/0011075600003191","title":"Energy Demand Prediction in Hybrid Electrical Vehicles for Speed Optimization","display_name":"Energy Demand Prediction in Hybrid Electrical Vehicles for Speed Optimization","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285202105","doi":"https://doi.org/10.5220/0011075600003191"},"language":"en","primary_location":{"id":"doi:10.5220/0011075600003191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011075600003191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0011075600003191","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002682219","display_name":"Daniel Fink","orcid":"https://orcid.org/0000-0002-2311-1382"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Fink","raw_affiliation_strings":["Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092305727","display_name":"Sean Shugar","orcid":null},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sean Shugar","raw_affiliation_strings":["Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085657158","display_name":"Zygimantas Ziaukas","orcid":"https://orcid.org/0000-0001-9161-0709"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zygimantas Ziaukas","raw_affiliation_strings":["Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044178897","display_name":"Christoph Schweers","orcid":null},"institutions":[{"id":"https://openalex.org/I137230718","display_name":"Ingenieurgesellschaft Auto und Verkehr (Germany)","ror":"https://ror.org/00j4h9q86","country_code":"DE","type":"company","lineage":["https://openalex.org/I137230718"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Schweers","raw_affiliation_strings":["IAV GmbH, Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IAV GmbH, Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I137230718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102603446","display_name":"Ahmed Trabelsi","orcid":null},"institutions":[{"id":"https://openalex.org/I137230718","display_name":"Ingenieurgesellschaft Auto und Verkehr (Germany)","ror":"https://ror.org/00j4h9q86","country_code":"DE","type":"company","lineage":["https://openalex.org/I137230718"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ahmed Trabelsi","raw_affiliation_strings":["IAV GmbH, Berlin, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IAV GmbH, Berlin, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I137230718"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036773883","display_name":"Hans\u2010Georg Jacob","orcid":null},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans-Georg Jacob","raw_affiliation_strings":["Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Institute of Mechatronic Systems, An der Universit\u00e4t 1, Garbsen, Germany, --- Select a Country ---","institution_ids":["https://openalex.org/I114112103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002682219"],"corresponding_institution_ids":["https://openalex.org/I114112103"],"apc_list":null,"apc_paid":null,"fwci":0.0784,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.35110767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"116","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10808","display_name":"Electric and Hybrid Vehicle Technologies","score":0.9977999925613403,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9883000254631042,"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/T10663","display_name":"Advanced Battery Technologies Research","score":0.9819999933242798,"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":0.47203269600868225},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.42190930247306824},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41566002368927},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3821529150009155},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15418514609336853},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.09526729583740234},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.08717182278633118}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47203269600868225},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.42190930247306824},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41566002368927},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3821529150009155},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15418514609336853},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.09526729583740234},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.08717182278633118},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0011075600003191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011075600003191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:www.repo.uni-hannover.de:123456789/17190","is_oa":true,"landing_page_url":"https://www.repo.uni-hannover.de/handle/123456789/17190","pdf_url":null,"source":{"id":"https://openalex.org/S4306401575","display_name":"Institutional Repository of Leibniz Universit\u00e4t Hannover (Leibniz Universit\u00e4t Hannover)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114112103","host_organization_name":"Leibniz University Hannover","host_organization_lineage":["https://openalex.org/I114112103"],"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":"Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"doi:10.15488/17062","is_oa":true,"landing_page_url":"https://doi.org/10.15488/17062","pdf_url":null,"source":{"id":"https://openalex.org/S7407052956","display_name":"Leibniz Universit\u00e4t Hannover","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.5220/0011075600003191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0011075600003191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Targeting":[0],"a":[1,41,50,80],"resource-efficient":[2],"automotive":[3],"traffic,":[4],"modern":[5],"driver":[6],"assistance":[7],"systems":[8],"include":[9],"speed":[10,62],"optimization":[11,63],"algorithms":[12],"to":[13,35,44,58,89,105],"minimize":[14],"the":[15,27,46,71,92,99,108],"vehicle\u2019s":[16],"energy":[17,29,47],"demand,":[18],"based":[19],"on":[20,67],"predictive":[21],"route":[22,85],"data.":[23],"Within":[24],"these":[25],"algorithms,":[26],"required":[28,109],"for":[30,70,79,98],"upcoming":[31],"operation":[32],"points":[33],"has":[34],"be":[36,59,114],"determined.":[37],"This":[38],"paper":[39],"presents":[40],"model-based":[42],"approach,":[43],"predict":[45],"demand":[48],"of":[49,87,101,111,123],"parallel":[51],"hybrid":[52],"electrical":[53],"vehicle,":[54],"which":[55],"is":[56,77],"suitable":[57],"used":[60],"in":[61],"algorithms.":[64],"It":[65],"relies":[66],"separate":[68],"models":[69],"individual":[72],"power":[73],"train":[74],"components,":[75],"and":[76],"identified":[78],"real":[81],"test":[82],"vehicle.":[83],"On":[84],"sections":[86],"5":[88],"7":[90],"km":[91],"averaged":[93,118],"root":[94,119],"mean":[95,120],"square":[96,121],"error":[97,122],"state":[100],"charge":[102],"prediction":[103],"results":[104],"0.91%":[106],"while":[107],"amount":[110],"fuel":[112],"can":[113],"predicted":[115],"with":[116],"an":[117],"0.05":[124],"liters.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
