{"id":"https://openalex.org/W4410708109","doi":"https://doi.org/10.1007/s11432-024-4333-7","title":"DiagLLM: multimodal reasoning with large language model for explainable bearing fault diagnosis","display_name":"DiagLLM: multimodal reasoning with large language model for explainable bearing fault diagnosis","publication_year":2025,"publication_date":"2025-05-22","ids":{"openalex":"https://openalex.org/W4410708109","doi":"https://doi.org/10.1007/s11432-024-4333-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11432-024-4333-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11432-024-4333-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210218743","display_name":"Science China Information Sciences","issn_l":"1674-733X","issn":["1674-733X","1869-1919"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science China Information Sciences","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/A5100739249","display_name":"Jie Wang","orcid":"https://orcid.org/0000-0001-8612-8651"},"institutions":[{"id":"https://openalex.org/I4210118977","display_name":"Shanghai Tunnel Engineering Rail Transit Design & Research Institute","ror":"https://ror.org/02zznv955","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118977"]},{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"id":"https://openalex.org/I4210145005","display_name":"State Key Laboratory of Vehicle NVH and Safety Technology","ror":"https://ror.org/04e6h1p91","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145005"]},{"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":"Jie Wang","raw_affiliation_strings":["Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, Chengdu, 611756, China","School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China","State Key Laboratory of Rail Transit Vehicle System, Chengdu, 610031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]},{"raw_affiliation_string":"State Key Laboratory of Rail Transit Vehicle System, Chengdu, 610031, China","institution_ids":["https://openalex.org/I4210145005","https://openalex.org/I4210118977"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113257009","display_name":"Tianrui Li","orcid":"https://orcid.org/0009-0002-6459-9326"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"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":true,"raw_author_name":"Tianrui Li","raw_affiliation_strings":["Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, Chengdu, 611756, China","School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115596598","display_name":"Yan Yang","orcid":"https://orcid.org/0009-0006-7177-1111"},"institutions":[{"id":"https://openalex.org/I4210127216","display_name":"Ministry of Transport","ror":"https://ror.org/031wq1t38","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127216"]},{"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":"Yan Yang","raw_affiliation_strings":["Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, Chengdu, 611756, China","School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4210127216"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu, 611756, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012774122","display_name":"Shiqian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118977","display_name":"Shanghai Tunnel Engineering Rail Transit Design & Research Institute","ror":"https://ror.org/02zznv955","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118977"]},{"id":"https://openalex.org/I4210145005","display_name":"State Key Laboratory of Vehicle NVH and Safety Technology","ror":"https://ror.org/04e6h1p91","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145005"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqian Chen","raw_affiliation_strings":["State Key Laboratory of Rail Transit Vehicle System, Chengdu, 610031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Rail Transit Vehicle System, Chengdu, 610031, China","institution_ids":["https://openalex.org/I4210145005","https://openalex.org/I4210118977"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008935254","display_name":"Wanming Zhai","orcid":"https://orcid.org/0000-0002-9490-8217"},"institutions":[{"id":"https://openalex.org/I4210118977","display_name":"Shanghai Tunnel Engineering Rail Transit Design & Research Institute","ror":"https://ror.org/02zznv955","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118977"]},{"id":"https://openalex.org/I4210145005","display_name":"State Key Laboratory of Vehicle NVH and Safety Technology","ror":"https://ror.org/04e6h1p91","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210145005"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanming Zhai","raw_affiliation_strings":["State Key Laboratory of Rail Transit Vehicle System, Chengdu, 610031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Rail Transit Vehicle System, Chengdu, 610031, China","institution_ids":["https://openalex.org/I4210145005","https://openalex.org/I4210118977"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5113257009"],"corresponding_institution_ids":["https://openalex.org/I4210127216","https://openalex.org/I4800084"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":39.0861,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.99913402,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"68","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9965999722480774,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.9771999716758728,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.7610942125320435},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6394854784011841},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5731152296066284},{"id":"https://openalex.org/keywords/multimodal-therapy","display_name":"Multimodal therapy","score":0.43935924768447876},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4182817339897156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38887864351272583},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3870222568511963},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19933950901031494},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15531155467033386},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.1324324607849121},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.06287762522697449}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.7610942125320435},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6394854784011841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5731152296066284},{"id":"https://openalex.org/C4441509","wikidata":"https://www.wikidata.org/wiki/Q6418787","display_name":"Multimodal therapy","level":2,"score":0.43935924768447876},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4182817339897156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38887864351272583},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3870222568511963},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19933950901031494},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15531155467033386},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.1324324607849121},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.06287762522697449}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11432-024-4333-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11432-024-4333-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210218743","display_name":"Science China Information Sciences","issn_l":"1674-733X","issn":["1674-733X","1869-1919"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Science China Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2530133016","https://openalex.org/W2584994008","https://openalex.org/W2606555609","https://openalex.org/W2904460913","https://openalex.org/W2946048316","https://openalex.org/W2989818023","https://openalex.org/W3015801892","https://openalex.org/W3083358932","https://openalex.org/W4200591402","https://openalex.org/W4212861124","https://openalex.org/W4224273747","https://openalex.org/W4285505395","https://openalex.org/W4286987939","https://openalex.org/W4294982764","https://openalex.org/W4295886387","https://openalex.org/W4303710087","https://openalex.org/W4304689967","https://openalex.org/W4312695356","https://openalex.org/W4312846187","https://openalex.org/W4318718936","https://openalex.org/W4361294415","https://openalex.org/W4365128558","https://openalex.org/W4366504166","https://openalex.org/W4366850747","https://openalex.org/W4367367040","https://openalex.org/W4376312115","https://openalex.org/W4385627067","https://openalex.org/W4387210470","https://openalex.org/W4387805832","https://openalex.org/W4388267908","https://openalex.org/W4388761197","https://openalex.org/W4388914874","https://openalex.org/W4392901591","https://openalex.org/W4393034022","https://openalex.org/W4394699135","https://openalex.org/W4396664978","https://openalex.org/W4399295412","https://openalex.org/W4400897535","https://openalex.org/W4403094380","https://openalex.org/W4404343884","https://openalex.org/W4405034000","https://openalex.org/W4407154527","https://openalex.org/W4409792443","https://openalex.org/W6796581206","https://openalex.org/W6800875267","https://openalex.org/W6850503672","https://openalex.org/W6851592950"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W3196220745","https://openalex.org/W4311624988","https://openalex.org/W2061308401","https://openalex.org/W4232403546","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":34},{"year":2025,"cited_by_count":12}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}