{"id":"https://openalex.org/W2129513893","doi":"https://doi.org/10.1109/tim.2013.2281576","title":"Tool Condition Monitoring of Single-Point Dresser Using Acoustic Emission and Neural Networks Models","display_name":"Tool Condition Monitoring of Single-Point Dresser Using Acoustic Emission and Neural Networks Models","publication_year":2014,"publication_date":"2014-02-05","ids":{"openalex":"https://openalex.org/W2129513893","doi":"https://doi.org/10.1109/tim.2013.2281576","mag":"2129513893"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2013.2281576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2013.2281576","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5115590425","display_name":"Cesar Henrique Rossinoli Martins","orcid":null},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cesar H. R. Martins","raw_affiliation_strings":["Electrical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","Electr. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]},{"raw_affiliation_string":"Electr. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108535998","display_name":"Paulo Aguiar","orcid":null},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo R. Aguiar","raw_affiliation_strings":["Electrical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","Electr. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]},{"raw_affiliation_string":"Electr. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082942961","display_name":"Arminio Frech","orcid":null},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arminio Frech","raw_affiliation_strings":["Mechanical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","Mech. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]},{"raw_affiliation_string":"Mech. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088724456","display_name":"Eduardo Carlos Bianchi","orcid":"https://orcid.org/0000-0003-2675-4276"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Carlos Bianchi","raw_affiliation_strings":["Mechanical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","Mech. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Universidade Estadual Paulista J\u00falio de Mesquita Filho, S\u00e3o Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]},{"raw_affiliation_string":"Mech. Eng. Dept., Univ. Estadual Paulista Julio de Mesquita Filho, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I879563668"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I879563668"],"apc_list":null,"apc_paid":null,"fwci":7.655,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.97572649,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"63","issue":"3","first_page":"667","last_page":"679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9997000098228455,"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":0.9997000098228455,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T12282","display_name":"Mineral Processing and Grinding","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7286739945411682},{"id":"https://openalex.org/keywords/acoustic-emission","display_name":"Acoustic emission","score":0.7181396484375},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5741317272186279},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.46247968077659607},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45043328404426575},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4503980875015259},{"id":"https://openalex.org/keywords/root-mean-square","display_name":"Root mean square","score":0.41614586114883423},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.41570010781288147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37384146451950073},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3063920736312866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21797475218772888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1451306939125061},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10340654850006104},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09491097927093506}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7286739945411682},{"id":"https://openalex.org/C174598085","wikidata":"https://www.wikidata.org/wiki/Q746673","display_name":"Acoustic emission","level":2,"score":0.7181396484375},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5741317272186279},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.46247968077659607},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45043328404426575},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4503980875015259},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.41614586114883423},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.41570010781288147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37384146451950073},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3063920736312866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21797475218772888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1451306939125061},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10340654850006104},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09491097927093506},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2013.2281576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2013.2281576","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:acervodigital.unesp.br:11449/113546","is_oa":false,"landing_page_url":"http://hdl.handle.net/11449/113546","pdf_url":null,"source":{"id":"https://openalex.org/S4306400256","display_name":"Acervo Digital da Universidade Estadual Paulista (Universidade Estadual Paulista)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210115194","host_organization_name":"Funda\u00e7\u00e3o para o Desenvolvimento da UNESP","host_organization_lineage":["https://openalex.org/I4210115194"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"outro"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W577153142","https://openalex.org/W784494556","https://openalex.org/W997596061","https://openalex.org/W1795811008","https://openalex.org/W1977463061","https://openalex.org/W1987610255","https://openalex.org/W1995838282","https://openalex.org/W2005140670","https://openalex.org/W2025031481","https://openalex.org/W2056601507","https://openalex.org/W2084492913","https://openalex.org/W2126349202","https://openalex.org/W2139730649","https://openalex.org/W2141663819","https://openalex.org/W2144094032","https://openalex.org/W2150214940","https://openalex.org/W2160131672","https://openalex.org/W2160851474","https://openalex.org/W2169143248","https://openalex.org/W2184480274","https://openalex.org/W3022253821","https://openalex.org/W4389888198","https://openalex.org/W6622654094","https://openalex.org/W6626100289"],"related_works":["https://openalex.org/W2393097294","https://openalex.org/W2889442519","https://openalex.org/W2381188978","https://openalex.org/W2364223432","https://openalex.org/W2988080746","https://openalex.org/W2377260462","https://openalex.org/W2158646189","https://openalex.org/W2091753474","https://openalex.org/W2054591023","https://openalex.org/W831360126"],"abstract_inverted_index":{"Identification":[0],"and":[1,16,37,43,126,141,189,206],"online":[2],"monitoring":[3],"of":[4,20,48,73,111,131,143,155,183,187,199],"the":[5,18,54,58,71,86,108,112,124,132,137,181,184,194,200,210],"dresser":[6,87,127,195],"wear":[7,29,88,196],"are":[8,63,102],"necessary":[9],"to":[10,23,69,84,119,163],"guarantee":[11],"a":[12,24,31,46,66,82,105],"desired":[13],"wheel":[14],"surface":[15],"improve":[17],"effectiveness":[19],"grinding":[21],"process":[22],"satisfactory":[25],"level.":[26],"However,":[27],"tool":[28,55],"is":[30,45],"complex":[32],"phenomenon":[33],"occurring":[34],"in":[35,40],"several":[36],"different":[38],"ways":[39],"cutting":[41],"processes,":[42],"there":[44],"lack":[47],"analytical":[49,75],"models":[50,101,201],"that":[51,122,180],"can":[52,207],"represent":[53],"condition.":[56,197],"On":[57],"other":[59],"hand,":[60],"neural":[61,99,165],"networks":[62,166],"considered":[64],"as":[65,161],"good":[67,204],"approach":[68],"resolve":[70],"absence":[72],"an":[74],"or":[76],"empirical":[77],"model.":[78],"This":[79],"paper":[80],"describes":[81],"method":[83],"characterize":[85],"condition":[89],"from":[90,136,151],"acoustic":[91],"emission":[92],"(AE)":[93],"signal.":[94],"To":[95],"achieve":[96],"this,":[97],"some":[98],"network":[100],"proposed.":[103],"Initially,":[104],"study":[106],"on":[107],"frequency":[109,148,157,185],"content":[110],"raw":[113],"AE":[114,152],"signal":[115,125,133],"was":[116],"carried":[117],"out":[118],"determine":[120],"features":[121,130],"correlate":[123],"wear.":[128],"The":[129],"were":[134,159],"obtained":[135],"root":[138],"mean":[139],"square":[140],"ratio":[142],"power":[144],"statistics":[145],"at":[146],"nine":[147],"bands":[149,158,186],"selected":[150],"spectra.":[153],"Combinations":[154],"two":[156],"evaluated":[160],"inputs":[162],"eight":[164],"models,":[167],"which":[168],"have":[169],"been":[170],"compared":[171],"with":[172],"their":[173],"classification":[174],"ability.":[175],"It":[176],"could":[177],"be":[178,214],"verified":[179],"combination":[182],"28-33":[188],"42-50":[190],"kHz":[191],"best":[192],"characterized":[193],"Some":[198],"produced":[202],"very":[203],"results":[205],"therefore":[208],"ensure":[209],"ground":[211],"part":[212],"will":[213],"within":[215],"project":[216],"specifications.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
