{"id":"https://openalex.org/W3113528823","doi":"https://doi.org/10.1080/17517575.2020.1856417","title":"Data driven analysis and forecasting of medium and heavy truck fuel consumption","display_name":"Data driven analysis and forecasting of medium and heavy truck fuel consumption","publication_year":2020,"publication_date":"2020-12-27","ids":{"openalex":"https://openalex.org/W3113528823","doi":"https://doi.org/10.1080/17517575.2020.1856417","mag":"3113528823"},"language":"en","primary_location":{"id":"doi:10.1080/17517575.2020.1856417","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2020.1856417","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043823697","display_name":"Thomas Bousonville","orcid":"https://orcid.org/0000-0002-6474-7491"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas Bousonville","raw_affiliation_strings":["Business School, Saarland University of Applied Sciences, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6474-7491","affiliations":[{"raw_affiliation_string":"Business School, Saarland University of Applied Sciences, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052248126","display_name":"David Cheubou Kamga","orcid":"https://orcid.org/0000-0001-6008-0952"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David Cheubou Kamga","raw_affiliation_strings":["Business School, Saarland University of Applied Sciences, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6008-0952","affiliations":[{"raw_affiliation_string":"Business School, Saarland University of Applied Sciences, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084590266","display_name":"Thilo Kr\u00fcger","orcid":"https://orcid.org/0000-0003-0796-7946"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thilo Kr\u00fcger","raw_affiliation_strings":["d:AI:mond GmbH Campus, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0796-7946","affiliations":[{"raw_affiliation_string":"d:AI:mond GmbH Campus, Saarbr\u00fccken, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049230633","display_name":"Martin Dirichs","orcid":"https://orcid.org/0000-0002-7740-9889"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin Dirichs","raw_affiliation_strings":["Qivalon GmbH, Saarbr\u00fccken, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7740-9889","affiliations":[{"raw_affiliation_string":"Qivalon GmbH, Saarbr\u00fccken, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043823697"],"corresponding_institution_ids":["https://openalex.org/I91712215"],"apc_list":null,"apc_paid":null,"fwci":0.8145,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.74524611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"16","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9987000226974487,"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/T12095","display_name":"Vehicle emissions and performance","score":0.9987000226974487,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9625999927520752,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10524","display_name":"Traffic control and management","score":0.9595999717712402,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/truck","display_name":"Truck","score":0.9329432249069214},{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.8310667276382446},{"id":"https://openalex.org/keywords/telematics","display_name":"Telematics","score":0.7771154642105103},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5991017818450928},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5515470504760742},{"id":"https://openalex.org/keywords/motor-fuel","display_name":"Motor fuel","score":0.4858962893486023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42024916410446167},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.405063271522522},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3910675048828125},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.293923556804657},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.17645585536956787},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14577701687812805}],"concepts":[{"id":"https://openalex.org/C52121051","wikidata":"https://www.wikidata.org/wiki/Q43193","display_name":"Truck","level":2,"score":0.9329432249069214},{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.8310667276382446},{"id":"https://openalex.org/C89074322","wikidata":"https://www.wikidata.org/wiki/Q485669","display_name":"Telematics","level":2,"score":0.7771154642105103},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5991017818450928},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5515470504760742},{"id":"https://openalex.org/C2776811114","wikidata":"https://www.wikidata.org/wiki/Q337540","display_name":"Motor fuel","level":3,"score":0.4858962893486023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42024916410446167},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.405063271522522},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3910675048828125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.293923556804657},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.17645585536956787},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14577701687812805},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C103697071","wikidata":"https://www.wikidata.org/wiki/Q39558","display_name":"Gasoline","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17517575.2020.1856417","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17517575.2020.1856417","pdf_url":null,"source":{"id":"https://openalex.org/S24861202","display_name":"Enterprise Information Systems","issn_l":"1751-7575","issn":["1751-7575","1751-7583"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Enterprise Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G927964257","display_name":null,"funder_award_id":"19F1023B","funder_id":"https://openalex.org/F4320310476","funder_display_name":"Bundesministerium f\u00fcr Verkehr und Digitale Infrastruktur"}],"funders":[{"id":"https://openalex.org/F4320310476","display_name":"Bundesministerium f\u00fcr Verkehr und Digitale Infrastruktur","ror":"https://ror.org/00e3ns026"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W581869730","https://openalex.org/W1511110714","https://openalex.org/W1527756178","https://openalex.org/W1587948386","https://openalex.org/W1627738445","https://openalex.org/W2003000830","https://openalex.org/W2028501442","https://openalex.org/W2071906052","https://openalex.org/W2088794999","https://openalex.org/W2097998348","https://openalex.org/W2415264695","https://openalex.org/W2726123582","https://openalex.org/W2775283290","https://openalex.org/W2901916958","https://openalex.org/W2903239614","https://openalex.org/W2989929287","https://openalex.org/W2990177142","https://openalex.org/W2998807451","https://openalex.org/W3026900034","https://openalex.org/W3034565559","https://openalex.org/W6890027613"],"related_works":["https://openalex.org/W584449260","https://openalex.org/W3118438776","https://openalex.org/W2065642516","https://openalex.org/W633827377","https://openalex.org/W617207192","https://openalex.org/W584469013","https://openalex.org/W4237627498","https://openalex.org/W1566317712","https://openalex.org/W600532705","https://openalex.org/W204785442"],"abstract_inverted_index":{"Fuel":[0],"consumption":[1,64,93],"for":[2,11,29],"transport":[3],"activities":[4],"should":[5],"be":[6],"as":[7,9,22],"low":[8],"possible":[10],"ecological":[12],"and":[13,33,89],"economic":[14],"reasons.":[15],"This":[16,46],"said,":[17],"there":[18],"is":[19,83,98],"no":[20],"transparency":[21],"to":[23,49,58,74,85],"which":[24],"truck":[25,67,96],"model":[26,82],"behaves":[27],"better":[28],"a":[30,86],"given":[31],"route":[32],"weight.":[34],"Existing":[35],"physical":[36],"models":[37,70,97],"are":[38,71],"trained":[39],"using":[40],"only":[41],"specific":[42],"reference":[43],"driving":[44],"cycles.":[45],"contribution":[47],"proposes":[48],"use":[50],"real":[51],"data":[52],"from":[53],"telematics":[54],"systems":[55],"in":[56,61],"order":[57],"extract":[59],"differences":[60],"the":[62,80,90],"fuel":[63,77,92],"of":[65,94],"various":[66],"models.":[68],"ML":[69],"then":[72],"developed":[73],"predict":[75],"their":[76],"consumption.":[78],"Finally,":[79],"prediction":[81],"applied":[84],"sample":[87],"roundtrip":[88],"predicted":[91],"different":[95],"compared.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}