{"id":"https://openalex.org/W4292197747","doi":"https://doi.org/10.1007/s10462-022-10230-4","title":"A survey of transfer learning for machinery diagnostics and prognostics","display_name":"A survey of transfer learning for machinery diagnostics and prognostics","publication_year":2022,"publication_date":"2022-08-16","ids":{"openalex":"https://openalex.org/W4292197747","doi":"https://doi.org/10.1007/s10462-022-10230-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-022-10230-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-022-10230-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","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/A5043674003","display_name":"Siya Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siya Yao","raw_affiliation_strings":["Department of Control Science and Engineering, Tongji University, Shanghai, 201804, China","Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, 200092, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Tongji University, Shanghai, 201804, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006206015","display_name":"Qi Kang","orcid":"https://orcid.org/0000-0001-7128-6913"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Kang","raw_affiliation_strings":["Department of Control Science and Engineering, Tongji University, Shanghai, 201804, China","Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, 200092, China"],"affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Tongji University, Shanghai, 201804, China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai, 200092, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"MengChu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, 07102, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014007067","display_name":"Muhyaddin Rawa","orcid":"https://orcid.org/0000-0001-6035-5733"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhyaddin J. Rawa","raw_affiliation_strings":["Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, 21589, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071962721","display_name":"Abdullah Abusorrah","orcid":"https://orcid.org/0000-0001-8025-0453"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdullah Abusorrah","raw_affiliation_strings":["Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, 21589, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Center of Research Excellence in Renewable Energy and Power Systems, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, 21589, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081318069"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":11.7887,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.99257312,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"56","issue":"4","first_page":"2871","last_page":"2922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9955000281333923,"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":0.9955000281333923,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9807000160217285,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9642000198364258,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/prognostics","display_name":"Prognostics","score":0.9777994751930237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6579628586769104},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5806854963302612},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.44598615169525146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4429449737071991},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.42858999967575073},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4227564334869385},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.41245296597480774},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2307605743408203}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.9777994751930237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6579628586769104},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5806854963302612},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.44598615169525146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4429449737071991},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.42858999967575073},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4227564334869385},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.41245296597480774},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2307605743408203},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-022-10230-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-022-10230-4","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","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":134,"referenced_works":["https://openalex.org/W2014938333","https://openalex.org/W2019505419","https://openalex.org/W2020623375","https://openalex.org/W2028472133","https://openalex.org/W2032301033","https://openalex.org/W2057266281","https://openalex.org/W2064447488","https://openalex.org/W2096943734","https://openalex.org/W2104068492","https://openalex.org/W2115403315","https://openalex.org/W2120841219","https://openalex.org/W2128053425","https://openalex.org/W2164943005","https://openalex.org/W2194775991","https://openalex.org/W2214409633","https://openalex.org/W2340877487","https://openalex.org/W2556013418","https://openalex.org/W2567470842","https://openalex.org/W2584886900","https://openalex.org/W2593768305","https://openalex.org/W2623184231","https://openalex.org/W2724573302","https://openalex.org/W2731372149","https://openalex.org/W2754767460","https://openalex.org/W2763583057","https://openalex.org/W2768753204","https://openalex.org/W2770645414","https://openalex.org/W2773549135","https://openalex.org/W2798149494","https://openalex.org/W2798377719","https://openalex.org/W2799012717","https://openalex.org/W2803884688","https://openalex.org/W2810292802","https://openalex.org/W2884771968","https://openalex.org/W2887782657","https://openalex.org/W2889809771","https://openalex.org/W2896214849","https://openalex.org/W2898375427","https://openalex.org/W2899318073","https://openalex.org/W2900529838","https://openalex.org/W2903917280","https://openalex.org/W2907541186","https://openalex.org/W2912073957","https://openalex.org/W2912412749","https://openalex.org/W2916064970","https://openalex.org/W2928048063","https://openalex.org/W2945413072","https://openalex.org/W2946048316","https://openalex.org/W2954154461","https://openalex.org/W2956601357","https://openalex.org/W2962687275","https://openalex.org/W2963168418","https://openalex.org/W2963446712","https://openalex.org/W2963693396","https://openalex.org/W2964288524","https://openalex.org/W2964937757","https://openalex.org/W2969736276","https://openalex.org/W2971878484","https://openalex.org/W2973694455","https://openalex.org/W2974687044","https://openalex.org/W2975761873","https://openalex.org/W2978231098","https://openalex.org/W2980434483","https://openalex.org/W2984201918","https://openalex.org/W2985380938","https://openalex.org/W2990226288","https://openalex.org/W2991860176","https://openalex.org/W2994835796","https://openalex.org/W2995279030","https://openalex.org/W2995758361","https://openalex.org/W2999342951","https://openalex.org/W3002188287","https://openalex.org/W3004205097","https://openalex.org/W3006227838","https://openalex.org/W3013328650","https://openalex.org/W3014057330","https://openalex.org/W3018638193","https://openalex.org/W3022769603","https://openalex.org/W3024666507","https://openalex.org/W3025171967","https://openalex.org/W3025888249","https://openalex.org/W3026006566","https://openalex.org/W3030489213","https://openalex.org/W3033043953","https://openalex.org/W3034878846","https://openalex.org/W3036403470","https://openalex.org/W3037948385","https://openalex.org/W3039216919","https://openalex.org/W3040853111","https://openalex.org/W3040865353","https://openalex.org/W3042732884","https://openalex.org/W3083853483","https://openalex.org/W3085615344","https://openalex.org/W3092764589","https://openalex.org/W3093984614","https://openalex.org/W3094539536","https://openalex.org/W3095534907","https://openalex.org/W3096597683","https://openalex.org/W3109541357","https://openalex.org/W3112738995","https://openalex.org/W3113310630","https://openalex.org/W3113920871","https://openalex.org/W3119158641","https://openalex.org/W3119743098","https://openalex.org/W3120241129","https://openalex.org/W3124300350","https://openalex.org/W3126429103","https://openalex.org/W3126501190","https://openalex.org/W3126725177","https://openalex.org/W3128453436","https://openalex.org/W3128524777","https://openalex.org/W3129180259","https://openalex.org/W3132028723","https://openalex.org/W3133502632","https://openalex.org/W3133540327","https://openalex.org/W3135421923","https://openalex.org/W3135547771","https://openalex.org/W3136664291","https://openalex.org/W3138762281","https://openalex.org/W3139332747","https://openalex.org/W3144846391","https://openalex.org/W3150282857","https://openalex.org/W3160845249","https://openalex.org/W3164233963","https://openalex.org/W3164351180","https://openalex.org/W3168685493","https://openalex.org/W3171436672","https://openalex.org/W3171580342","https://openalex.org/W3176032345","https://openalex.org/W3176880348","https://openalex.org/W3193357402","https://openalex.org/W3212340323","https://openalex.org/W4210374761","https://openalex.org/W4226422953"],"related_works":["https://openalex.org/W2310476526","https://openalex.org/W3213192587","https://openalex.org/W2144291498","https://openalex.org/W2535730979","https://openalex.org/W3193475673","https://openalex.org/W2370073012","https://openalex.org/W4386567722","https://openalex.org/W2168646784","https://openalex.org/W2965730886","https://openalex.org/W2030958945"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":40},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":18}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
