{"id":"https://openalex.org/W2771833153","doi":"https://doi.org/10.1109/tits.2017.2775633","title":"Eco-Driving Assistance System for a Manual Transmission Bus Based on Machine Learning","display_name":"Eco-Driving Assistance System for a Manual Transmission Bus Based on Machine Learning","publication_year":2017,"publication_date":"2017-12-14","ids":{"openalex":"https://openalex.org/W2771833153","doi":"https://doi.org/10.1109/tits.2017.2775633","mag":"2771833153"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2017.2775633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2017.2775633","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation 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/A5014508923","display_name":"Hongjie Ma","orcid":"https://orcid.org/0000-0001-8507-3636"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Hongjie Ma","raw_affiliation_strings":["Institute of Industrial Research, University of Portsmouth, Portsmouth, U.K","State Key Laboratory of Engines, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-8507-3636","affiliations":[{"raw_affiliation_string":"Institute of Industrial Research, University of Portsmouth, Portsmouth, U.K","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"State Key Laboratory of Engines, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101418132","display_name":"Hui Xie","orcid":"https://orcid.org/0000-0002-4875-6689"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Xie","raw_affiliation_strings":["State Key Laboratory of Engines, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-4875-6689","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Engines, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101866953","display_name":"David Brown","orcid":"https://orcid.org/0000-0002-7986-5052"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"David Brown","raw_affiliation_strings":["Institute of Industrial Research, University of Portsmouth, Portsmouth, U.K"],"raw_orcid":"https://orcid.org/0000-0002-7986-5052","affiliations":[{"raw_affiliation_string":"Institute of Industrial Research, University of Portsmouth, Portsmouth, U.K","institution_ids":["https://openalex.org/I63072094"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4286,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.84754534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"19","issue":"2","first_page":"572","last_page":"581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":1.0,"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":1.0,"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/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/fuel-efficiency","display_name":"Fuel efficiency","score":0.6874133944511414},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.508683979511261},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5083910822868347},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.5034505724906921},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4765632450580597},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.465526282787323},{"id":"https://openalex.org/keywords/manual-transmission","display_name":"Manual transmission","score":0.46076324582099915},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.45273226499557495},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.451229453086853},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.42343661189079285},{"id":"https://openalex.org/keywords/motion-planning","display_name":"Motion planning","score":0.4179557263851166},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3070284426212311}],"concepts":[{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.6874133944511414},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.508683979511261},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5083910822868347},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.5034505724906921},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4765632450580597},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.465526282787323},{"id":"https://openalex.org/C123953119","wikidata":"https://www.wikidata.org/wiki/Q1208529","display_name":"Manual transmission","level":3,"score":0.46076324582099915},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.45273226499557495},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.451229453086853},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.42343661189079285},{"id":"https://openalex.org/C81074085","wikidata":"https://www.wikidata.org/wiki/Q366872","display_name":"Motion planning","level":3,"score":0.4179557263851166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3070284426212311},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.0},{"id":"https://openalex.org/C30358287","wikidata":"https://www.wikidata.org/wiki/Q194302","display_name":"Clutch","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tits.2017.2775633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2017.2775633","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Intelligent Transportation Systems","raw_type":"journal-article"},{"id":"pmh:oai:researchportal.port.ac.uk:publications/14a88c32-d01a-4d6d-8893-f3fcd19c8253","is_oa":false,"landing_page_url":"https://researchportal.port.ac.uk/portal/en/publications/ecodriving-assistance-system-for-a-manual-transmission-bus-based-on-machine-learning(14a88c32-d01a-4d6d-8893-f3fcd19c8253).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401774","display_name":"Portsmouth Research Portal (University of Portsmouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63072094","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/I63072094"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W158645129","https://openalex.org/W347304664","https://openalex.org/W1480315543","https://openalex.org/W1504694836","https://openalex.org/W1829946914","https://openalex.org/W1969768283","https://openalex.org/W1989687040","https://openalex.org/W1991154267","https://openalex.org/W2008640105","https://openalex.org/W2012560772","https://openalex.org/W2012880677","https://openalex.org/W2019415324","https://openalex.org/W2044641198","https://openalex.org/W2056901882","https://openalex.org/W2057242689","https://openalex.org/W2064991193","https://openalex.org/W2067457993","https://openalex.org/W2072530540","https://openalex.org/W2074450833","https://openalex.org/W2079755609","https://openalex.org/W2087796458","https://openalex.org/W2090364993","https://openalex.org/W2090488195","https://openalex.org/W2118577580","https://openalex.org/W2125055259","https://openalex.org/W2142827986","https://openalex.org/W2147366624","https://openalex.org/W2151126419","https://openalex.org/W2161645426","https://openalex.org/W2171157447","https://openalex.org/W2179541307","https://openalex.org/W2223017538","https://openalex.org/W2525055861","https://openalex.org/W3194968212","https://openalex.org/W6800384040"],"related_works":["https://openalex.org/W2354847464","https://openalex.org/W2366408693","https://openalex.org/W2374516739","https://openalex.org/W2549502621","https://openalex.org/W2392501438","https://openalex.org/W572715804","https://openalex.org/W2356150543","https://openalex.org/W2110274354","https://openalex.org/W563848798","https://openalex.org/W2555364872"],"abstract_inverted_index":{"Driving":[0],"assistance":[1],"systems":[2],"(DAS)":[3],"is":[4,77],"a":[5,23,37,46,74,84,120],"key":[6],"technology":[7],"to":[8,58,93,130,153,163],"improve":[9,154],"fuel":[10,55,156],"economy":[11],"for":[12,45,68,73,89,133],"in-use":[13],"vehicles.":[14],"This":[15],"also":[16,78],"reduces":[17],"the":[18,62,98,116,134,141,145,151,155],"operational":[19],"cost":[20],"of":[21,25,103,140],"running":[22],"fleet":[24],"these":[26],"vehicles,":[27],"such":[28],"as":[29,127],"city":[30],"buses.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"develop":[36],"novel":[38],"white-box":[39],"evaluation":[40,64,118],"model":[41,132],"using":[42],"machine":[43],"learning":[44,69,87],"manual":[47],"transmission":[48],"bus":[49],"based":[50,107],"on":[51,108],"previous":[52],"research":[53],"about":[54],"consumption":[56,157],"sensitivity":[57],"driving":[59,75,91,165,168],"style.":[60,169],"Using":[61],"proposed":[63,117,146],"model,":[65,119,123],"an":[66,128],"algorithm":[67],"path":[70,88],"planning":[71],"(LPP)":[72],"style":[76],"proposed.":[79],"The":[80,138],"LPP":[81],"method":[82],"plans":[83],"step-by-step":[85],"shortest":[86],"different":[90],"styles":[92],"achieve":[94],"eco-driving,":[95],"while":[96],"increasing":[97],"driver's":[99,164],"acceptance":[100],"and":[101,110,167],"adaptation":[102],"DAS.":[104],"Simulation":[105],"results":[106,139],"vehicle":[109],"engine":[111],"physical":[112,131],"models":[113],"show":[114,143],"that":[115,144],"pure":[121],"data":[122],"can":[124,148],"be":[125],"used":[126],"alternative":[129],"eco-driving":[135],"prompt":[136],"strategy.":[137],"verification":[142],"strategy":[147],"progressively":[149],"guide":[150],"driver":[152],"by":[158],"6.25%":[159],"with":[160],"minimal":[161],"changes":[162],"task":[166]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
