{"id":"https://openalex.org/W4401740232","doi":"https://doi.org/10.2139/ssrn.4932952","title":"Bearing Long-Term Remaining Useful Life Transfer Prediction Using Pre-Trained Large Language Model: A Two-Stage Fine-Tuning Method Integrating General Predictive Knowledge","display_name":"Bearing Long-Term Remaining Useful Life Transfer Prediction Using Pre-Trained Large Language Model: A Two-Stage Fine-Tuning Method Integrating General Predictive Knowledge","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401740232","doi":"https://doi.org/10.2139/ssrn.4932952"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.4932952","doi":"https://doi.org/10.2139/ssrn.4932952","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4932952","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dx.doi.org/10.2139/ssrn.4932952","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044052333","display_name":"Laifa Tao","orcid":"https://orcid.org/0000-0002-9232-7216","observed_orcids":["https://orcid.org/0000-0002-9232-7216"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laifa Tao","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000742454","display_name":"Zhengduo Zhao","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhengduo Zhao","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336653","display_name":"Xuesong Wang","orcid":"https://orcid.org/0000-0002-6319-1954","observed_orcids":["https://orcid.org/0000-0002-6319-1954"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xuesong Wang","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101646121","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-7571-9306","observed_orcids":["https://orcid.org/0000-0002-7571-9306"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111251813","display_name":"Wenchao Zhan","orcid":"https://orcid.org/0009-0005-9546-4442","observed_orcids":["https://orcid.org/0009-0005-9546-4442"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wenchao Zhan","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014009626","display_name":"Lu Chen","orcid":"https://orcid.org/0000-0002-1609-799X","observed_orcids":["https://orcid.org/0000-0002-1609-799X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Lu","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111296686","display_name":"Zhixuan Lian","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhixuan Lian","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5111296686"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.0,"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/remaining-useful-life-prediction","display_name":"remaining useful life prediction","score":0.9959999918937683},{"id":"https://openalex.org/keywords/bearing-degradation","display_name":"bearing degradation","score":0.753000020980835},{"id":"https://openalex.org/keywords/rotating-machinery","display_name":"rotating machinery","score":0.7670000195503235},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.824999988079071},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.6299999952316284},{"id":"https://openalex.org/keywords/two-stage-fine-tuning","display_name":"two-stage fine-tuning","score":0.9290000200271606},{"id":"https://openalex.org/keywords/distribution-shift","display_name":"distribution shift","score":0.6840000152587891},{"id":"https://openalex.org/keywords/long-term-forecasting","display_name":"long-term forecasting","score":0.5860000252723694},{"id":"https://openalex.org/keywords/frozen-pre-trained-models","display_name":"frozen pre-trained models","score":0.47600001096725464}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7484415173530579},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.6824272274971008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268935799598694},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5000391006469727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4723980128765106},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.4203660488128662},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32757964730262756},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.05922877788543701},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.056302785873413086},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.4932952","doi":"https://doi.org/10.2139/ssrn.4932952","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4932952","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4932952","doi":"https://doi.org/10.2139/ssrn.4932952","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4932952","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W6948330669","https://openalex.org/W7220606420","https://openalex.org/W4411955711","https://openalex.org/W4406940468","https://openalex.org/W3210202988","https://openalex.org/W4399127330","https://openalex.org/W7213278641","https://openalex.org/W4408716073","https://openalex.org/W7167934337","https://openalex.org/W7130585271"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2024-08-23T00:00:00"}