{"id":"https://openalex.org/W4391305553","doi":"https://doi.org/10.1109/access.2024.3359424","title":"A Condition and Fault Prevention Monitoring System for Industrial Computer Numerical Control Machinery","display_name":"A Condition and Fault Prevention Monitoring System for Industrial Computer Numerical Control Machinery","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391305553","doi":"https://doi.org/10.1109/access.2024.3359424"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3359424","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3359424","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10415379.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10415379.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010918065","display_name":"Mattia Ragnoli","orcid":"https://orcid.org/0000-0002-1536-3969"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mattia Ragnoli","raw_affiliation_strings":["Department of Industrial and Information Engineering and Economics, University of L’Aquila, L’Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1536-3969","affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Engineering and Economics, University of L’Aquila, L’Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109678209","display_name":"Marino Pavone","orcid":null},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marino Pavone","raw_affiliation_strings":["Department of Engineering, Information Science and Mathematics, University of L’Aquila, L’Aquila, Italy","Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Information Science and Mathematics, University of L’Aquila, L’Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062305149","display_name":"Nicola Epicoco","orcid":"https://orcid.org/0000-0003-0189-8716"},"institutions":[{"id":"https://openalex.org/I128649747","display_name":"Libera Universit\u00e0 Maria SS. Assunta","ror":"https://ror.org/02d8v0v24","country_code":"IT","type":"education","lineage":["https://openalex.org/I128649747"]},{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]},{"id":"https://openalex.org/I4210136227","display_name":"LUM Jean Monnet University","ror":"https://ror.org/03gskda23","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210136227"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Epicoco","raw_affiliation_strings":["Department of Engineering, LUM University, Casamassima, Italy","Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy","Department of Engineering, LUM University, Casamassima (BA), ITALY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, LUM University, Casamassima, Italy","institution_ids":["https://openalex.org/I4210136227"]},{"raw_affiliation_string":"Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Engineering, LUM University, Casamassima (BA), ITALY","institution_ids":["https://openalex.org/I128649747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084720300","display_name":"Giordano Pola","orcid":"https://orcid.org/0000-0002-2213-6051"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giordano Pola","raw_affiliation_strings":["Department of Engineering, Information Science and Mathematics, University of L’Aquila, L’Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2213-6051","affiliations":[{"raw_affiliation_string":"Department of Engineering, Information Science and Mathematics, University of L’Aquila, L’Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048093480","display_name":"Elena De Santis","orcid":"https://orcid.org/0000-0001-9498-3148"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elena De Santis","raw_affiliation_strings":["Department of Engineering, Information Science and Mathematics, University of L’Aquila, L’Aquila, Italy","Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9498-3148","affiliations":[{"raw_affiliation_string":"Department of Engineering, Information Science and Mathematics, University of L’Aquila, L’Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075248275","display_name":"Gianluca Barile","orcid":"https://orcid.org/0000-0003-4937-0398"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Barile","raw_affiliation_strings":["Department of Industrial and Information Engineering and Economics, University of L’Aquila, L’Aquila, Italy","Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4937-0398","affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Engineering and Economics, University of L’Aquila, L’Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043525605","display_name":"Vincenzo Stornelli","orcid":"https://orcid.org/0000-0001-7082-9429"},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Stornelli","raw_affiliation_strings":["Department of Industrial and Information Engineering and Economics, University of L’Aquila, L’Aquila, Italy","Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7082-9429","affiliations":[{"raw_affiliation_string":"Department of Industrial and Information Engineering and Economics, University of L’Aquila, L’Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Center of Excellence for Research DEWS, University of L'Aquila, L'Aquila, Italy","institution_ids":["https://openalex.org/I26415053"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.4333,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.93658013,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"20919","last_page":"20930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9951000213623047,"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":0.9951000213623047,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9894000291824341,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9876999855041504,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.686873197555542},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6390607953071594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6085729002952576},{"id":"https://openalex.org/keywords/numerical-control","display_name":"Numerical control","score":0.5965813994407654},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.5010964870452881},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.49109625816345215},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.4805110692977905},{"id":"https://openalex.org/keywords/machine-tool","display_name":"Machine tool","score":0.468810111284256},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.4302132725715637},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40813392400741577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30164965987205505},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22776123881340027},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17282363772392273},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.13997063040733337}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.686873197555542},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6390607953071594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6085729002952576},{"id":"https://openalex.org/C175457265","wikidata":"https://www.wikidata.org/wiki/Q190247","display_name":"Numerical control","level":3,"score":0.5965813994407654},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.5010964870452881},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.49109625816345215},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.4805110692977905},{"id":"https://openalex.org/C5941749","wikidata":"https://www.wikidata.org/wiki/Q19768","display_name":"Machine tool","level":2,"score":0.468810111284256},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.4302132725715637},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40813392400741577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30164965987205505},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22776123881340027},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17282363772392273},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.13997063040733337},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3359424","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3359424","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10415379.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:042ad5d18a1e4b1396f90ba67d7f00ea","is_oa":true,"landing_page_url":"https://doaj.org/article/042ad5d18a1e4b1396f90ba67d7f00ea","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 20919-20930 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3359424","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3359424","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10415379.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3153273304","display_name":null,"funder_award_id":"F/190003/01-03/X44","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391305553.pdf","grobid_xml":"https://content.openalex.org/works/W4391305553.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1483634277","https://openalex.org/W2016690822","https://openalex.org/W2021761995","https://openalex.org/W2047586057","https://openalex.org/W2058905339","https://openalex.org/W2127582700","https://openalex.org/W2519556609","https://openalex.org/W2735797103","https://openalex.org/W2742672690","https://openalex.org/W2793770662","https://openalex.org/W2795893156","https://openalex.org/W2897745724","https://openalex.org/W2970706158","https://openalex.org/W2972261460","https://openalex.org/W2995158536","https://openalex.org/W2997298686","https://openalex.org/W3032628389","https://openalex.org/W3047113235","https://openalex.org/W3090222779","https://openalex.org/W3173907290","https://openalex.org/W3194459689","https://openalex.org/W4214703929","https://openalex.org/W4220702876","https://openalex.org/W4221080728","https://openalex.org/W4241616175","https://openalex.org/W4285791440","https://openalex.org/W4289779011","https://openalex.org/W6640775554"],"related_works":["https://openalex.org/W3155968943","https://openalex.org/W2921978471","https://openalex.org/W2380506268","https://openalex.org/W2390059556","https://openalex.org/W2945306038","https://openalex.org/W2373654783","https://openalex.org/W2393858310","https://openalex.org/W2891744532","https://openalex.org/W2394442851","https://openalex.org/W2356921929"],"abstract_inverted_index":{"Nowadays,":[0],"the":[1,7,25,54,78,82,92,105,109,111,119,136,142,148,153,161,190,194,215,218,222,230],"integration":[2],"of":[3,27,56,74,108,141,147,203,217],"smart":[4],"systems":[5],"within":[6],"modern":[8],"industrial":[9,40,58,93],"scenario":[10],"is":[11,53,67,129,150,157],"a":[12,63,166],"continuously":[13],"growing":[14],"paradigm.":[15],"Computer":[16],"Numerical":[17],"Control":[18],"(CNC)":[19],"machinery":[20],"can":[21],"heavily":[22],"benefit":[23],"from":[24,91],"introduction":[26],"Artificial":[28],"Intelligence":[29],"(AI)":[30],"based":[31,206],"monitoring":[32,45,113],"applications.":[33],"In":[34],"this":[35,75],"paper,":[36],"we":[37],"present":[38],"an":[39,57,176],"condition":[41],"and":[42,100,118,156,221],"fault":[43,124,181,184,231],"prevention":[44],"system":[46,52],"for":[47,81,115,123,229],"CNC":[48],"tools.":[49],"The":[50,72,126,144,170,183,201],"developed":[51],"result":[55],"project":[59],"aimed":[60],"at":[61],"realizing":[62],"multi-purpose":[64,127],"machine":[65,128,149,163,195],"which":[66,86],"currently":[68],"in":[69,95,138],"pre-commercial":[70],"stage.":[71],"results":[73],"work":[76,103],"represent":[77],"base":[79],"platform":[80,114],"further":[83],"commercial":[84],"development,":[85],"will":[87],"be":[88,211],"carried":[89],"on":[90,193],"partners":[94],"accordance":[96],"with":[97,131,189],"clients":[98],"feedbacks":[99],"specifications.":[101],"This":[102],"presents":[104],"hardware":[106],"architecture":[107,207],"system,":[110],"web-based":[112],"remote":[116,167],"management,":[117],"AI":[120,177],"framework":[121],"used":[122,158],"monitoring.":[125],"equipped":[130],"accelerometer":[132],"units":[133],"to":[134,152,159,165,179,210,213],"monitor":[135],"vibration":[137],"multiple":[139],"points":[140],"structure.":[143],"control":[145],"unit":[146],"connected":[151],"sensing":[154],"nodes":[155],"communicate":[160],"actual":[162],"state":[164],"web":[168],"platform.":[169],"accelerometric":[171],"data":[172],"are":[173],"analyzed":[174],"through":[175],"algorithm":[178,186],"perform":[180],"detection.":[182],"detection":[185,232],"was":[187],"trained":[188],"measurements":[191],"performed":[192],"under":[196],"controlled":[197],"environment":[198],"faulty":[199],"operation.":[200],"Internet":[202],"Things":[204],"(IoT)":[205],"has":[208],"proven":[209],"effective":[212],"facilitate":[214],"supervision":[216],"machining":[219],"processes,":[220],"AI-based":[223],"classification":[224,227],"shows":[225],"good":[226],"performances":[228],"tests.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}