{"id":"https://openalex.org/W4404882676","doi":"https://doi.org/10.1177/01423312241292756","title":"Diagnostics and prognostics system design integrating hybrid Siamese and model-driven learning","display_name":"Diagnostics and prognostics system design integrating hybrid Siamese and model-driven learning","publication_year":2024,"publication_date":"2024-11-30","ids":{"openalex":"https://openalex.org/W4404882676","doi":"https://doi.org/10.1177/01423312241292756"},"language":"en","primary_location":{"id":"doi:10.1177/01423312241292756","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312241292756","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Transactions of the Institute of Measurement and Control","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/A5069841197","display_name":"Muhammad Asim Abbasi","orcid":"https://orcid.org/0000-0002-3189-4188"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Asim Abbasi","raw_affiliation_strings":["China-Singapore International Joint Research Institute, Guangzhou, China","School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"China-Singapore International Joint Research Institute, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044070229","display_name":"Shiping Huang","orcid":"https://orcid.org/0000-0001-8115-8368"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]},{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shiping Huang","raw_affiliation_strings":["China-Singapore International Joint Research Institute, Guangzhou, China","School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, China","School of Civil Engineering, Lanzhou Jiaotong University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"China-Singapore International Joint Research Institute, Guangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Civil Engineering and Transportation, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Civil Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062383898","display_name":"Aadil Sarwar Khan","orcid":"https://orcid.org/0000-0002-3568-9405"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Aadil Sarwar Khan","raw_affiliation_strings":["Department of Electrical Engineering, University of Azad Jammu And Kashmir, Muzaffarabad, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Azad Jammu And Kashmir, Muzaffarabad, Pakistan","institution_ids":["https://openalex.org/I146840658"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044070229"],"corresponding_institution_ids":["https://openalex.org/I3133134087","https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":1.0463,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78502929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"48","issue":"3","first_page":"490","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9984999895095825,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9984999895095825,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9822999835014343,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9688000082969666,"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/prognostics","display_name":"Prognostics","score":0.7622737288475037},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5367734432220459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3918726444244385},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3604127764701843},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3204970359802246},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11530846357345581}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.7622737288475037},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5367734432220459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3918726444244385},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3604127764701843},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3204970359802246},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11530846357345581}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/01423312241292756","is_oa":false,"landing_page_url":"https://doi.org/10.1177/01423312241292756","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Transactions of the Institute of Measurement and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1986397312","https://openalex.org/W1991941961","https://openalex.org/W2017774918","https://openalex.org/W2032301033","https://openalex.org/W2463813940","https://openalex.org/W2562762876","https://openalex.org/W2593479727","https://openalex.org/W2601590138","https://openalex.org/W2603304445","https://openalex.org/W2612690371","https://openalex.org/W2737404945","https://openalex.org/W2738563279","https://openalex.org/W2765226309","https://openalex.org/W2767031373","https://openalex.org/W2808979505","https://openalex.org/W2892451949","https://openalex.org/W2898760173","https://openalex.org/W2904460913","https://openalex.org/W2912412749","https://openalex.org/W2975932043","https://openalex.org/W2997418121","https://openalex.org/W3000007338","https://openalex.org/W3015173390","https://openalex.org/W3021048621","https://openalex.org/W3033236487","https://openalex.org/W3037872117","https://openalex.org/W3045546070","https://openalex.org/W3080427797","https://openalex.org/W3081074546","https://openalex.org/W3081235973","https://openalex.org/W3096022091","https://openalex.org/W3099562783","https://openalex.org/W3126242280","https://openalex.org/W3130900996","https://openalex.org/W3150223772","https://openalex.org/W3158135137","https://openalex.org/W3160539508","https://openalex.org/W3177628906","https://openalex.org/W3199215188","https://openalex.org/W3199416727","https://openalex.org/W3211336559","https://openalex.org/W4214900601","https://openalex.org/W4289728238","https://openalex.org/W4295011626","https://openalex.org/W4302027494","https://openalex.org/W4309467429","https://openalex.org/W4312656751","https://openalex.org/W4313537335","https://openalex.org/W4353046713","https://openalex.org/W4375866544","https://openalex.org/W4376631572","https://openalex.org/W4384823540","https://openalex.org/W4385929977","https://openalex.org/W4391365411","https://openalex.org/W4392710854","https://openalex.org/W4394760276","https://openalex.org/W4401392285"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"The":[0,25],"article":[1],"introduces":[2],"a":[3,88],"hybrid":[4,90],"fault":[5,33,43,74,112,141,156],"detection":[6,34,44,75,113],"and":[7,20,49,65,76,95,114,125,136,162],"prognosis":[8,118],"system":[9],"design":[10],"for":[11,17,111,117,139],"motor":[12],"bearings,":[13],"which":[14],"is":[15,27],"crucial":[16],"the":[18,29,47,85,101,121,146,151],"reliability":[19,164],"efficiency":[21],"of":[22,31,51],"rotating":[23],"machinery.":[24],"focus":[26],"on":[28,46],"concern":[30],"bearing":[32,68],"with":[35,42,145],"limited":[36,133],"data":[37,53,135],"quantity.":[38],"Traditional":[39],"approaches":[40],"struggle":[41],"depending":[45],"quantity":[48],"quality":[50],"historical":[52],"samples,":[54],"especially":[55],"in":[56,67,130,155,165],"dynamic":[57],"conditions,":[58],"often":[59],"failing":[60],"to":[61],"capture":[62],"long-term":[63],"dependencies":[64],"uncertainties":[66],"health":[69],"states,":[70],"thereby":[71],"limiting":[72],"precise":[73],"remaining":[77],"useful":[78],"life":[79],"predictions.":[80],"To":[81],"overcome":[82],"these":[83],"challenges,":[84],"research":[86],"proposes":[87],"novel":[89],"framework":[91,99],"that":[92],"combines":[93],"data-driven":[94,124],"model-driven":[96],"learning.":[97],"This":[98],"employs":[100],"Siamese":[102],"neural":[103],"network":[104],"(SNN)":[105],"containing":[106],"two":[107],"identical":[108],"subnetwork":[109],"models":[110],"Bayesian":[115],"estimation":[116],"purposes,":[119],"bridging":[120],"gap":[122],"between":[123],"model-based":[126],"approaches.":[127],"SNNs":[128],"excel":[129],"learning":[131],"from":[132],"labeled":[134],"are":[137],"suitable":[138],"real-time":[140],"detection.":[142],"Experimental":[143],"validation":[144],"PRONOSTIA-FEMTO":[147],"bearings":[148],"dataset":[149],"confirms":[150],"framework\u2019s":[152],"superior":[153],"performance":[154],"detection,":[157],"promising":[158],"improved":[159],"maintenance":[160],"practices":[161],"equipment":[163],"industrial":[166],"processes.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-02-13T13:36:01.753593","created_date":"2025-10-10T00:00:00"}