{"id":"https://openalex.org/W7225800276","doi":"https://doi.org/10.1177/14644193261502685","title":"Data-driven dynamic modeling and real-time wear prediction for nonlinear and strongly coupled suspended monorail wheel","display_name":"Data-driven dynamic modeling and real-time wear prediction for nonlinear and strongly coupled suspended monorail wheel","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225800276","doi":"https://doi.org/10.1177/14644193261502685"},"language":"en","primary_location":{"id":"doi:10.1177/14644193261502685","doi":"https://doi.org/10.1177/14644193261502685","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14644193261502685","pdf_url":null,"source":{"id":"https://openalex.org/S4210186378","display_name":"Proceedings of the Institution of Mechanical Engineers Part K Journal of Multi-body Dynamics","issn_l":"1464-4193","issn":["1464-4193","2041-3068"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5007746023","display_name":"Yongzhi Jiang","orcid":"https://orcid.org/0000-0001-7449-2325","observed_orcids":["https://orcid.org/0000-0001-7449-2325","https://orcid.org/0009-0009-8959-3538"]},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]},{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongzhi Jiang","raw_affiliation_strings":["Chongqing Jiaotong University","Southwest Jiaotong University"],"raw_orcid":"https://orcid.org/0000-0001-7449-2325","affiliations":[{"raw_affiliation_string":"Chongqing Jiaotong University","institution_ids":["https://openalex.org/I63371133"]},{"raw_affiliation_string":"Southwest Jiaotong University","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5161486415","display_name":"Wenjie Liu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Liu","raw_affiliation_strings":["Chongqing Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Jiaotong University","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026533337","display_name":"Renxiang Chen","orcid":"https://orcid.org/0000-0001-7890-5342","observed_orcids":["https://orcid.org/0000-0001-7890-5342"]},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renxiang Chen","raw_affiliation_strings":["Chongqing Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Jiaotong University","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074866655","display_name":"Qunsheng Wang","orcid":"https://orcid.org/0000-0002-1270-3921","observed_orcids":["https://orcid.org/0000-0002-1270-3921"]},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qunsheng Wang","raw_affiliation_strings":["Southwest Jiaotong University"],"raw_orcid":"https://orcid.org/0000-0002-1270-3921","affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092045934","display_name":"Shixin Zhang","orcid":"https://orcid.org/0000-0003-1963-3468","observed_orcids":["https://orcid.org/0000-0003-1963-3468"]},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixin Zhang","raw_affiliation_strings":["Chongqing Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Jiaotong University","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059630596","display_name":"\u8d75\u6811\u6069","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuen Zhao","raw_affiliation_strings":["Chongqing Jiaotong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing Jiaotong University","institution_ids":["https://openalex.org/I63371133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059630596"],"corresponding_institution_ids":["https://openalex.org/I63371133"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10805","display_name":"Vehicle Dynamics and Control Systems","score":0.00039999998989515007,"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/T11394","display_name":"Dynamics and Control of Mechanical Systems","score":0.00019999999494757503,"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":[],"concepts":[{"id":"https://openalex.org/C180806031","wikidata":"https://www.wikidata.org/wiki/Q187934","display_name":"Monorail","level":2,"score":0.9819999933242798},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6205999851226807},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5916000008583069},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.47040000557899475},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.46070000529289246},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4499000012874603},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.41429999470710754},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4097000062465668},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3743000030517578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3499000072479248},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.33390000462532043},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.3156999945640564},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.2854999899864197},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2777999937534332},{"id":"https://openalex.org/C123045823","wikidata":"https://www.wikidata.org/wiki/Q217421","display_name":"Bogie","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.2612999975681305}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14644193261502685","doi":"https://doi.org/10.1177/14644193261502685","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14644193261502685","pdf_url":null,"source":{"id":"https://openalex.org/S4210186378","display_name":"Proceedings of the Institution of Mechanical Engineers Part K Journal of Multi-body Dynamics","issn_l":"1464-4193","issn":["1464-4193","2041-3068"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2019354951","https://openalex.org/W2048147918","https://openalex.org/W2079175334","https://openalex.org/W2087856379","https://openalex.org/W2737352033","https://openalex.org/W2792678666","https://openalex.org/W2884033255","https://openalex.org/W2892037655","https://openalex.org/W2912261128","https://openalex.org/W2913076015","https://openalex.org/W2946800729","https://openalex.org/W2952168154","https://openalex.org/W2954982419","https://openalex.org/W2964872489","https://openalex.org/W2979533006","https://openalex.org/W2980668979","https://openalex.org/W3015215059","https://openalex.org/W3108566709","https://openalex.org/W4206181355","https://openalex.org/W4225407290","https://openalex.org/W4229009442","https://openalex.org/W4233319205","https://openalex.org/W4295745135","https://openalex.org/W4297873165","https://openalex.org/W4381927653","https://openalex.org/W4382134474","https://openalex.org/W4388497336","https://openalex.org/W4391069161","https://openalex.org/W4402449887","https://openalex.org/W4405415807","https://openalex.org/W4407870775","https://openalex.org/W4416088637"],"related_works":[],"abstract_inverted_index":{"In":[0],"the":[1,25,34,47,62,74,87,101,109,118,132,138,146,151,156,164],"field":[2],"of":[3,29,49,53,65,76,111,137,150,163],"suspended":[4,30,54,66],"monorail":[5,31,55,67],"dynamics,":[6],"traditional":[7],"dynamic":[8,42,114,140,165],"models":[9],"have":[10],"limitations":[11],"in":[12,21,108],"handling":[13],"strongly":[14,71,112],"coupled":[15,113],"and":[16,33,80,104,155],"nonlinear":[17],"vibration":[18,78,89],"processes,":[19],"resulting":[20],"significant":[22],"deviations":[23],"between":[24],"real-time":[26,50],"wear":[27,51,69,134,148],"prediction":[28,52,63,135],"wheels":[32],"actual":[35],"values.":[36],"This":[37],"article":[38,59],"proposes":[39],"a":[40,82],"data-driven":[41,83],"modeling":[43],"method":[44,84],"to":[45,85,99],"solve":[46],"problem":[48,103],"wheels.":[56],"First,":[57],"this":[58],"demonstrates":[60],"that":[61,131,162],"accuracy":[64,75,157],"wheel":[68,77,133],"is":[70,97,129,158],"correlated":[72],"with":[73,145],"acceleration,":[79],"uses":[81],"train":[86],"vehicle":[88,147],"spectrum":[90],"features.":[91],"Second,":[92],"an":[93],"enhanced":[94],"genetic":[95],"algorithm":[96],"designed":[98],"address":[100],"convergence":[102],"long":[105],"training":[106,110],"time":[107],"models,":[115],"significantly":[116,159],"improving":[117],"computational":[119],"efficiency.":[120],"Finally,":[121],"through":[122],"verification":[123],"under":[124],"different":[125],"track":[126],"radii,":[127],"it":[128],"shown":[130],"values":[136,149],"trained":[139],"model":[141,166],"are":[142],"highly":[143],"consistent":[144],"virtual":[152],"experimental":[153],"vehicle,":[154],"better":[160],"than":[161],"before":[167],"training.":[168]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}