{"id":"https://openalex.org/W4384789005","doi":"https://doi.org/10.1016/j.procir.2023.06.081","title":"Modeling of Deep Learning Applications for Chatter Detection in the Milling Process","display_name":"Modeling of Deep Learning Applications for Chatter Detection in the Milling Process","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4384789005","doi":"https://doi.org/10.1016/j.procir.2023.06.081"},"language":"en","primary_location":{"id":"doi:10.1016/j.procir.2023.06.081","doi":"https://doi.org/10.1016/j.procir.2023.06.081","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procir.2023.06.081","pdf_url":null,"source":{"id":"https://openalex.org/S2898565713","display_name":"Procedia CIRP","issn_l":"2212-8271","issn":["2212-8271"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia CIRP","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procir.2023.06.081","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011219423","display_name":"Khairul Jauhari","orcid":"https://orcid.org/0000-0002-1312-5481","observed_orcids":["https://orcid.org/0000-0002-1312-5481"]},"institutions":[{"id":"https://openalex.org/I11855966","display_name":"Diponegoro University","ror":"https://ror.org/056bjta22","country_code":"ID","type":"education","lineage":["https://openalex.org/I11855966"]},{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Khairul Jauhari","raw_affiliation_strings":["Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia","National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia","institution_ids":["https://openalex.org/I11855966"]},{"raw_affiliation_string":"National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091097647","display_name":"Achmad Zaki Rahman","orcid":"https://orcid.org/0009-0001-9381-3400","observed_orcids":["https://orcid.org/0009-0001-9381-3400"]},"institutions":[{"id":"https://openalex.org/I11855966","display_name":"Diponegoro University","ror":"https://ror.org/056bjta22","country_code":"ID","type":"education","lineage":["https://openalex.org/I11855966"]},{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Achmad Zaki Rahman","raw_affiliation_strings":["Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia","National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia","institution_ids":["https://openalex.org/I11855966"]},{"raw_affiliation_string":"National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073639559","display_name":"Mahfudz Al Huda","orcid":"https://orcid.org/0000-0002-0841-9151","observed_orcids":["https://orcid.org/0000-0002-0841-9151"]},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mahfudz Al Huda","raw_affiliation_strings":["National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081324843","display_name":"Muizuddin Azka","orcid":"https://orcid.org/0000-0001-7625-2659","observed_orcids":["https://orcid.org/0000-0001-7625-2659"]},"institutions":[{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muizuddin Azka","raw_affiliation_strings":["National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research and Innovation Agency (BRIN), Puspiptek, South of Tangerang 15314, Indonesia","institution_ids":["https://openalex.org/I4387154144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070177435","display_name":"Achmad Widodo","orcid":"https://orcid.org/0000-0003-0509-4555","observed_orcids":["https://orcid.org/0000-0003-0509-4555"]},"institutions":[{"id":"https://openalex.org/I11855966","display_name":"Diponegoro University","ror":"https://ror.org/056bjta22","country_code":"ID","type":"education","lineage":["https://openalex.org/I11855966"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Achmad Widodo","raw_affiliation_strings":["Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia","institution_ids":["https://openalex.org/I11855966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081625284","display_name":"Toni Prahasto","orcid":"https://orcid.org/0009-0008-3421-8370","observed_orcids":["https://orcid.org/0009-0008-3421-8370"]},"institutions":[{"id":"https://openalex.org/I11855966","display_name":"Diponegoro University","ror":"https://ror.org/056bjta22","country_code":"ID","type":"education","lineage":["https://openalex.org/I11855966"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Toni Prahasto","raw_affiliation_strings":["Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Diponegoro University, Tembalang, Semarang 50275, Indonesia","institution_ids":["https://openalex.org/I11855966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047751068","display_name":"Keiji Yamada","orcid":"https://orcid.org/0000-0002-3954-0317","observed_orcids":["https://orcid.org/0000-0002-3954-0317"]},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keiji Yamada","raw_affiliation_strings":["Graduate School of Engineering, Hiroshima University, Higashi-hiroshima, Hiroshima 739-8527, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Hiroshima University, Higashi-hiroshima, Hiroshima 739-8527, Japan","institution_ids":["https://openalex.org/I113306721"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011219423"],"corresponding_institution_ids":["https://openalex.org/I11855966","https://openalex.org/I4387154144"],"apc_list":null,"apc_paid":null,"fwci":0.3818,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.48196753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"118","issue":null,"first_page":"471","last_page":"476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9922000169754028,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9922000169754028,"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/T13113","display_name":"Engineering Technology and Methodologies","score":0.0035000001080334187,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.002300000051036477,"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/chatter-detection","display_name":"chatter detection","score":0.984000027179718},{"id":"https://openalex.org/keywords/milling","display_name":"milling","score":0.871999979019165},{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.9729999899864197},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.781000018119812},{"id":"https://openalex.org/keywords/vibration-signals","display_name":"vibration signals","score":0.875},{"id":"https://openalex.org/keywords/machining-stability","display_name":"machining stability","score":0.6660000085830688},{"id":"https://openalex.org/keywords/tool-workpiece-interaction","display_name":"tool-workpiece interaction","score":0.8069999814033508},{"id":"https://openalex.org/keywords/surface-roughness","display_name":"surface roughness","score":0.800000011920929},{"id":"https://openalex.org/keywords/tool-life","display_name":"tool life","score":0.9810000061988831},{"id":"https://openalex.org/keywords/machining-condition-monitoring","display_name":"machining condition monitoring","score":0.7549999952316284}],"concepts":[{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.8248870372772217},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6636563539505005},{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.6380288600921631},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5597443580627441},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5152416825294495},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.4916103482246399},{"id":"https://openalex.org/C2776450708","wikidata":"https://www.wikidata.org/wiki/Q6008734","display_name":"Tool wear","level":3,"score":0.4619671702384949},{"id":"https://openalex.org/C2780383046","wikidata":"https://www.wikidata.org/wiki/Q1760958","display_name":"Cutting tool","level":2,"score":0.43848860263824463},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3975135087966919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3380270004272461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3280119299888611},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09730681777000427},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.09401002526283264},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procir.2023.06.081","doi":"https://doi.org/10.1016/j.procir.2023.06.081","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procir.2023.06.081","pdf_url":null,"source":{"id":"https://openalex.org/S2898565713","display_name":"Procedia CIRP","issn_l":"2212-8271","issn":["2212-8271"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia CIRP","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procir.2023.06.081","doi":"https://doi.org/10.1016/j.procir.2023.06.081","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procir.2023.06.081","pdf_url":null,"source":{"id":"https://openalex.org/S2898565713","display_name":"Procedia CIRP","issn_l":"2212-8271","issn":["2212-8271"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia CIRP","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319804","display_name":"Badan Riset dan Inovasi Nasional","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W925469621","https://openalex.org/W1964413357","https://openalex.org/W1994023743","https://openalex.org/W2013980329","https://openalex.org/W2027798058","https://openalex.org/W2031391169","https://openalex.org/W2047674967","https://openalex.org/W2083013526","https://openalex.org/W2151821327","https://openalex.org/W2189486946","https://openalex.org/W3010371036","https://openalex.org/W3085976996","https://openalex.org/W3169115826","https://openalex.org/W3170637310","https://openalex.org/W3201589928","https://openalex.org/W4230536724","https://openalex.org/W4394670654","https://openalex.org/W6695314431"],"related_works":["https://openalex.org/W4285594055","https://openalex.org/W3169115826","https://openalex.org/W4386022956","https://openalex.org/W4377985986","https://openalex.org/W7110543260","https://openalex.org/W4323438603","https://openalex.org/W3188360488","https://openalex.org/W3138196982","https://openalex.org/W4319439132","https://openalex.org/W3215608896"],"abstract_inverted_index":{"This":[0],"study":[1,68],"introduced":[2],"a":[3,10,28,51,72,77,120,123,135],"preliminary":[4],"investigation":[5],"of":[6,9,63,126,134],"the":[7,16,21,39,44,61,94,102,132,144],"development":[8],"Digital":[11],"Twin":[12],"(DT)":[13],"model":[14,75,89,121],"for":[15,20],"milling":[17,103],"machining":[18,64,145],"process":[19,42,104],"chatter":[22,26,73,136],"detection":[23,74,137],"phenomenon.":[24],"Subsequently,":[25],"has":[27],"dynamic":[29],"interaction":[30],"in":[31,38,53],"which":[32],"there":[33],"is":[34,105,150],"an":[35],"unstable":[36,86],"condition":[37],"material":[40],"removal":[41],"between":[43],"cutting":[45],"tool":[46,57],"and":[47,56,109,130],"work-piece,":[48],"leading":[49],"to":[50,70,107],"decline":[52],"surface":[54],"roughness":[55],"life,":[58],"ultimately":[59],"reducing":[60],"quality":[62],"output.":[65],"Therefore,":[66],"this":[67],"aimed":[69],"develop":[71],"using":[76],"deep":[78,113],"learning":[79,114],"application":[80],"that":[81,119],"can":[82,142],"identify":[83],"stable":[84],"or":[85],"chatter.":[87],"The":[88,116],"was":[90,128],"built":[91],"based":[92],"on":[93],"data-driven":[95],"method":[96],"where":[97],"vibration":[98],"signal":[99],"data":[100],"from":[101],"used":[106],"train":[108],"test":[110],"various":[111],"supervised":[112],"methods.":[115],"result":[117],"showed":[118],"with":[122,131],"good":[124],"level":[125],"accuracy":[127],"built,":[129],"help":[133],"application,":[138],"regular":[139],"operator":[140],"staff":[141],"monitor":[143],"conditions":[146],"when":[147],"no":[148],"specialist":[149],"available.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-07-20T00:00:00"}
