{"id":"https://openalex.org/W4399769126","doi":"https://doi.org/10.1109/iccad60883.2024.10553900","title":"Detection and Classification of Defects in 3D Printing using a Novel Skewness and Kurtosis-based Parameter of Sound Signals and Machine Learning","display_name":"Detection and Classification of Defects in 3D Printing using a Novel Skewness and Kurtosis-based Parameter of Sound Signals and Machine Learning","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4399769126","doi":"https://doi.org/10.1109/iccad60883.2024.10553900"},"language":"en","primary_location":{"id":"doi:10.1109/iccad60883.2024.10553900","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccad60883.2024.10553900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5032605633","display_name":"Thiago Glissoi Lopes","orcid":"https://orcid.org/0000-0002-8860-2748"},"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":"Thiago Glissoi Lopes","raw_affiliation_strings":["São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099178408","display_name":"Vict\u00f3ria Dutra Kennerly","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":"Victoria Dutra Kennerly","raw_affiliation_strings":["São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037071719","display_name":"Paulo Roberto de Aguiar","orcid":"https://orcid.org/0000-0002-9934-4465"},"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 Roberto Aguiar","raw_affiliation_strings":["São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004075857","display_name":"Cristiano Soares","orcid":"https://orcid.org/0000-0002-2672-6497"},"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":"Cristiano Soares Junior","raw_affiliation_strings":["São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"São Paulo State University - UNESP,Department of Electrical Engineering,Bauru,Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059413770","display_name":"Paulo Monteiro de Carvalho Monson","orcid":"https://orcid.org/0000-0002-7093-1754"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paulo Monteiro De Carvalho Monson","raw_affiliation_strings":["University of São Paulo - USP,Department of Electrical and Computer Engineering,São Carlos,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of São Paulo - USP,Department of Electrical and Computer Engineering,São Carlos,Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044114300","display_name":"Doriana M. D\u2019Addona","orcid":"https://orcid.org/0000-0003-4358-9102"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Doriana Marilena Daddona","raw_affiliation_strings":["University of Naples Frederico II - UniNa,Department of Chemical, Material and Industrial Production Engineering,Naples,Italy","Department of Chemical, Material and Industrial Production Engineering, University of Naples Frederico II - UniNa, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Frederico II - UniNa,Department of Chemical, Material and Industrial Production Engineering,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"Department of Chemical, Material and Industrial Production Engineering, University of Naples Frederico II - UniNa, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12886165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"69","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9968000054359436,"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/T10653","display_name":"Robot Manipulation and Learning","score":0.9674999713897705,"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/kurtosis","display_name":"Kurtosis","score":0.9609294533729553},{"id":"https://openalex.org/keywords/skewness","display_name":"Skewness","score":0.7912931442260742},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5982910990715027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5040132403373718},{"id":"https://openalex.org/keywords/sound","display_name":"Sound (geography)","score":0.4776376783847809},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45452016592025757},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4348357915878296},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3354814052581787},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.26536238193511963},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17457455396652222},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.173145592212677},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09391069412231445}],"concepts":[{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.9609294533729553},{"id":"https://openalex.org/C122342681","wikidata":"https://www.wikidata.org/wiki/Q330828","display_name":"Skewness","level":2,"score":0.7912931442260742},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982910990715027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5040132403373718},{"id":"https://openalex.org/C203718221","wikidata":"https://www.wikidata.org/wiki/Q491713","display_name":"Sound (geography)","level":2,"score":0.4776376783847809},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45452016592025757},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4348357915878296},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3354814052581787},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.26536238193511963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17457455396652222},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.173145592212677},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09391069412231445}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad60883.2024.10553900","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccad60883.2024.10553900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2397118735","https://openalex.org/W2764291962","https://openalex.org/W2790003318","https://openalex.org/W2808460361","https://openalex.org/W2888486594","https://openalex.org/W2948893705","https://openalex.org/W3150102498","https://openalex.org/W3201244608","https://openalex.org/W3215374218","https://openalex.org/W4205686616","https://openalex.org/W4206963958","https://openalex.org/W4387399491"],"related_works":["https://openalex.org/W4225568567","https://openalex.org/W4286378979","https://openalex.org/W1496883226","https://openalex.org/W4297337052","https://openalex.org/W2028605949","https://openalex.org/W2282665605","https://openalex.org/W3216026256","https://openalex.org/W3129919015","https://openalex.org/W4390742338","https://openalex.org/W2037499216"],"abstract_inverted_index":{"This":[0],"work":[1],"proposes":[2],"a":[3,34,77],"monitoring":[4],"strategy":[5],"based":[6],"on":[7],"kurtosis":[8,89],"and":[9,16,58,88],"skewness":[10,87],"of":[11,85],"sound":[12],"signals":[13,49],"to":[14,44,82],"detect":[15],"classify":[17],"the":[18,45,68,83,86],"machine":[19,73],"conditions":[20],"in":[21,29,33,37,62],"fused":[22],"deposition":[23],"modeling":[24],"(FDM).":[25],"The":[26,48,64],"methodology":[27],"consisted":[28],"experimental":[30],"tests":[31],"conducted":[32],"3D":[35],"printer":[36],"which":[38],"an":[39,53],"electret":[40],"microphone":[41],"was":[42],"attached":[43],"extruder":[46],"support.":[47],"were":[50],"acquired":[51],"by":[52],"oscilloscope":[54],"at":[55],"200":[56],"kHz,":[57],"then":[59],"digitally":[60],"processed":[61],"MATLAB.":[63],"results":[65],"showed":[66],"that":[67],"proposed":[69],"parameter":[70],"along":[71],"with":[72],"learning":[74],"models":[75],"produced":[76],"significant":[78],"improvement":[79],"when":[80],"compared":[81],"use":[84],"alone.":[90]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}