{"id":"https://openalex.org/W4312879360","doi":"https://doi.org/10.1109/tvt.2022.3219162","title":"Data Mining Approach for the Identification of the Intelligent Gear Decision Strategy for the Stepped Automatic Transmission","display_name":"Data Mining Approach for the Identification of the Intelligent Gear Decision Strategy for the Stepped Automatic Transmission","publication_year":2022,"publication_date":"2022-11-04","ids":{"openalex":"https://openalex.org/W4312879360","doi":"https://doi.org/10.1109/tvt.2022.3219162"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2022.3219162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3219162","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5002313063","display_name":"Kun Cheng","orcid":"https://orcid.org/0000-0002-6005-7928"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kun Cheng","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering of Chongqing University, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-6005-7928","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering of Chongqing University, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059670753","display_name":"Dongye Sun","orcid":"https://orcid.org/0000-0003-1404-447X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongye Sun","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering of Chongqing University, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1404-447X","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering of Chongqing University, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348801","display_name":"Chong Chen","orcid":"https://orcid.org/0000-0003-2800-4647"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chong Chen","raw_affiliation_strings":["Chang'an Automobile Power Research Institute, Chang'an group Co., Ltd, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chang'an Automobile Power Research Institute, Chang'an group Co., Ltd, Chongqing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002220509","display_name":"Qijing Han","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qijing Han","raw_affiliation_strings":["Shanghai Automobile Co., Ltd, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Automobile Co., Ltd, Shanghai, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090210835","display_name":"Datong Qin","orcid":"https://orcid.org/0000-0003-3104-6207"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Datong Qin","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering of Chongqing University, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-3104-6207","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering of Chongqing University, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067511961","display_name":"Junren Shi","orcid":"https://orcid.org/0000-0002-2803-9439"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junren Shi","raw_affiliation_strings":["Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009526645","display_name":"Yingzhe Kan","orcid":"https://orcid.org/0000-0002-2233-5157"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingzhe Kan","raw_affiliation_strings":["Chongqing University of Technology, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002313063"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.47,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.61238981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"72","issue":"3","first_page":"3161","last_page":"3174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9944999814033508,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9944999814033508,"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":0.987500011920929,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/engineering","display_name":"Engineering","score":0.5675986409187317},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5646135807037354},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5388121008872986},{"id":"https://openalex.org/keywords/automatic-transmission","display_name":"Automatic transmission","score":0.5013327598571777},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4905657172203064},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4875011146068573},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4657752215862274},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41448357701301575},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3653779625892639},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3556656241416931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2875233590602875},{"id":"https://openalex.org/keywords/clutch","display_name":"Clutch","score":0.15173259377479553}],"concepts":[{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5675986409187317},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5646135807037354},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5388121008872986},{"id":"https://openalex.org/C164195044","wikidata":"https://www.wikidata.org/wiki/Q843592","display_name":"Automatic transmission","level":3,"score":0.5013327598571777},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4905657172203064},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4875011146068573},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4657752215862274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41448357701301575},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3653779625892639},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3556656241416931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2875233590602875},{"id":"https://openalex.org/C30358287","wikidata":"https://www.wikidata.org/wiki/Q194302","display_name":"Clutch","level":2,"score":0.15173259377479553},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tvt.2022.3219162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3219162","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4436853418","display_name":null,"funder_award_id":"U1764259","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G735224440","display_name":null,"funder_award_id":"51875055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W179028102","https://openalex.org/W1986176803","https://openalex.org/W1993429571","https://openalex.org/W1995160127","https://openalex.org/W2001204559","https://openalex.org/W2044080979","https://openalex.org/W2051755697","https://openalex.org/W2057281969","https://openalex.org/W2084815062","https://openalex.org/W2119431833","https://openalex.org/W2164799852","https://openalex.org/W2283882366","https://openalex.org/W2397823167","https://openalex.org/W2747127127","https://openalex.org/W2778712473","https://openalex.org/W2884652970","https://openalex.org/W2896517068","https://openalex.org/W2964264720","https://openalex.org/W2975852187","https://openalex.org/W3013528685","https://openalex.org/W3156094652","https://openalex.org/W3162343710","https://openalex.org/W3199174269","https://openalex.org/W3200059600","https://openalex.org/W3203672771","https://openalex.org/W6801106765"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W1965545354","https://openalex.org/W2392163194","https://openalex.org/W2349297249","https://openalex.org/W2241710397","https://openalex.org/W2326282392"],"abstract_inverted_index":{"The":[0,147],"primary":[1],"goal":[2],"of":[3,38,92,138,151,177,211],"automatic":[4,17,40,101],"transmission":[5,18,30,41,57,102,143],"vehicle":[6],"design":[7,85,215],"and":[8,50,71,86,109,168,202],"optimization":[9],"is":[10,81,114,180,200],"to":[11,46,66,73,82,105,121,207],"ensure":[12],"that":[13,103],"drivers":[14,27,60,140,179],"can":[15,61],"operate":[16],"vehicles":[19,42,144],"with":[20],"the":[21,33,84,90,93,99,117,135,155,173,184,189,196,209],"same":[22],"driving":[23,28,48,52,69,75,107,111,130,136,157],"experience":[24],"as":[25,193],"skilled":[26,59,123,139,178],"manual":[29,56,142],"vehicles.":[31],"However,":[32],"existing":[34],"gear":[35,64,95,125,153,174,197,213],"decision":[36,65,96,126,175,198,214],"strategies":[37],"stepped":[39,100],"have":[43],"poor":[44],"adaptability":[45],"different":[47,74,106],"intentions":[49,70,108],"complex":[51,110],"environments.":[53,76,112],"When":[54],"operating":[55,141],"vehicles,":[58],"make":[62],"intelligent":[63,94],"satisfy":[67],"their":[68,129],"adapt":[72],"Therefore,":[77],"this":[78,133],"study's":[79],"objective":[80],"establish":[83],"formulation":[87],"process":[88],"for":[89,98],"identification":[91],"strategy":[97,127,176,199],"adapts":[104],"This":[113],"achieved":[115],"using":[116],"data":[118,137,162,164],"mining":[119],"method":[120],"identify":[122],"drivers\u2019":[124],"from":[128],"data.":[131],"To":[132],"end,":[134],"are":[145,159,205],"collected.":[146],"shift":[148,185],"boundary":[149,169,186],"points":[150,170],"each":[152],"under":[154],"target":[156],"condition":[158,192],"obtained":[160],"through":[161],"preprocessing,":[163],"cleaning,":[165],"outlier":[166],"processing,":[167],"extraction.":[171],"Thereafter,":[172],"established":[181,201],"by":[182],"fitting":[183],"points.":[187],"Taking":[188],"flat-straight":[190],"road":[191],"an":[194],"example,":[195],"experimental":[203],"comparisons":[204],"made":[206],"verify":[208],"effectiveness":[210],"proposed":[212],"method.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}