{"id":"https://openalex.org/W4214870740","doi":"https://doi.org/10.3390/s22051975","title":"Tool-Condition Diagnosis Model with Shock-Sharpening Algorithm for Drilling Process","display_name":"Tool-Condition Diagnosis Model with Shock-Sharpening Algorithm for Drilling Process","publication_year":2022,"publication_date":"2022-03-03","ids":{"openalex":"https://openalex.org/W4214870740","doi":"https://doi.org/10.3390/s22051975","pmid":"https://pubmed.ncbi.nlm.nih.gov/35271122"},"language":"en","primary_location":{"id":"doi:10.3390/s22051975","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051975","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1975/pdf?version=1646291600","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/5/1975/pdf?version=1646291600","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070990835","display_name":"Byeonghui Park","orcid":"https://orcid.org/0000-0003-4233-612X"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byeonghui Park","raw_affiliation_strings":["Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101665434","display_name":"Yoonjae Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yoonjae Lee","raw_affiliation_strings":["Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080255983","display_name":"Myeonghwan Yeo","orcid":null},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Myeonghwan Yeo","raw_affiliation_strings":["Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082406279","display_name":"Haemi Lee","orcid":"https://orcid.org/0009-0003-1553-411X"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Haemi Lee","raw_affiliation_strings":["Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Design and Production Engineering, Konkuk University, Seoul 05030, Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036055247","display_name":"Changbeom Joo","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Changbeom Joo","raw_affiliation_strings":["Department of Mechanical Engineering, Stevens Institute of Technology, 1 Castle Pointe Terrace, Hoboken, NJ 07030, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Stevens Institute of Technology, 1 Castle Pointe Terrace, Hoboken, NJ 07030, USA","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100714433","display_name":"Chang\u2010Woo Lee","orcid":"https://orcid.org/0000-0001-9862-2833"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Changwoo Lee","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, Konkuk University, Seoul 05030, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, Konkuk University, Seoul 05030, Korea","institution_ids":["https://openalex.org/I24062138"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100714433"],"corresponding_institution_ids":["https://openalex.org/I24062138"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.6555,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58973546,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"22","issue":"5","first_page":"1975","last_page":"1975"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10892","display_name":"Drilling and Well Engineering","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10188","display_name":"Advanced machining processes and optimization","score":0.9785000085830688,"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/oversampling","display_name":"Oversampling","score":0.6156514883041382},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5608810782432556},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5466181039810181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5371251106262207},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5257071852684021},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.48334166407585144},{"id":"https://openalex.org/keywords/sharpening","display_name":"Sharpening","score":0.4753541648387909},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4506915509700775},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.41868090629577637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3013630509376526},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29864537715911865},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.11390385031700134}],"concepts":[{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.6156514883041382},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5608810782432556},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5466181039810181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5371251106262207},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5257071852684021},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.48334166407585144},{"id":"https://openalex.org/C2781137444","wikidata":"https://www.wikidata.org/wiki/Q237105","display_name":"Sharpening","level":2,"score":0.4753541648387909},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4506915509700775},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.41868090629577637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3013630509376526},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29864537715911865},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.11390385031700134},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s22051975","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051975","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1975/pdf?version=1646291600","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35271122","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35271122","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:18a467f1e1674b0cbe15665ced0f17dd","is_oa":true,"landing_page_url":"https://doaj.org/article/18a467f1e1674b0cbe15665ced0f17dd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 5, p 1975 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/5/1975/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22051975","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 5; Pages: 1975","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8914842","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8914842","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22051975","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22051975","pdf_url":"https://www.mdpi.com/1424-8220/22/5/1975/pdf?version=1646291600","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6443284270","display_name":null,"funder_award_id":"P0012770","funder_id":"https://openalex.org/F4320322064","funder_display_name":"Korea Institute for Advancement of Technology"}],"funders":[{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4214870740.pdf","grobid_xml":"https://content.openalex.org/works/W4214870740.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W756103472","https://openalex.org/W1978402897","https://openalex.org/W1991139969","https://openalex.org/W1991967301","https://openalex.org/W1996448160","https://openalex.org/W2037061473","https://openalex.org/W2047602380","https://openalex.org/W2063130530","https://openalex.org/W2066205711","https://openalex.org/W2076487645","https://openalex.org/W2077122718","https://openalex.org/W2094056669","https://openalex.org/W2113570605","https://openalex.org/W2156758690","https://openalex.org/W2160427689","https://openalex.org/W2477586123","https://openalex.org/W2568474785","https://openalex.org/W2570015432","https://openalex.org/W2736765133","https://openalex.org/W2765695984","https://openalex.org/W2784308021","https://openalex.org/W2792872702","https://openalex.org/W2945283044","https://openalex.org/W2972227710","https://openalex.org/W2998736411","https://openalex.org/W3005328894","https://openalex.org/W3084078641","https://openalex.org/W3087233860","https://openalex.org/W3156452848","https://openalex.org/W3177497346","https://openalex.org/W3179206355","https://openalex.org/W3196137645","https://openalex.org/W4200286173","https://openalex.org/W4211128885","https://openalex.org/W4294576732","https://openalex.org/W6600326835","https://openalex.org/W6748222885"],"related_works":["https://openalex.org/W2766503024","https://openalex.org/W2781247653","https://openalex.org/W2329932281","https://openalex.org/W4206637278","https://openalex.org/W4386005305","https://openalex.org/W4386214543","https://openalex.org/W3082051559","https://openalex.org/W64535957","https://openalex.org/W2043790407","https://openalex.org/W1969988626"],"abstract_inverted_index":{"Fault":[0],"diagnosis":[1,116,138],"systems":[2,23],"are":[3,24],"used":[4],"to":[5,39,49,91,99,135,172],"improve":[6,50],"the":[7,11,14,18,28,32,51,58,63,66,69,101,104,115,132,141,145,158,161,173],"productivity":[8],"and":[9,87,108,113,120,128,149],"reduce":[10],"costs":[12],"of":[13,31,53,62,68,103,126,160,166,175],"manufacturing":[15],"process.":[16],"However,":[17],"feature":[19,54,162],"variables":[20,55],"in":[21,131],"existing":[22],"extracted":[25],"based":[26],"on":[27,111],"classification":[29],"performance":[30,102],"final":[33],"model,":[34],"thereby":[35],"limiting":[36],"their":[37],"applications":[38],"models":[40],"with":[41,123,153],"different":[42],"conditions.":[43,60],"This":[44],"paper":[45],"proposes":[46],"an":[47,75],"algorithm":[48,143],"characteristics":[52,159],"by":[56,156],"considering":[57],"cutting":[59],"Regardless":[61],"frequency":[64],"band,":[65],"noise":[67],"measurement":[70],"data":[71],"was":[72,96],"reduced":[73,144],"through":[74,82],"oversampling":[76],"method,":[77],"setting":[78],"a":[79,83,124,137,151,176],"window":[80],"length":[81],"cutter":[84],"sampling":[85],"frequency,":[86],"improving":[88],"its":[89],"sensitivity":[90],"shock":[92],"signal.":[93],"An":[94],"experiment":[95],"subsequently":[97],"performed":[98],"confirm":[100],"model.":[105,139],"Using":[106],"normal":[107],"wear":[109],"tools":[110],"AI7075":[112],"SM45C,":[114],"accuracies":[117],"were":[118],"97.1%":[119],"95.6%,":[121],"respectively,":[122,130],"reduction":[125],"85%":[127],"83%,":[129],"time":[133,148],"required":[134],"develop":[136],"Therefore,":[140],"proposed":[142],"model":[146,152],"computation":[147],"developed":[150],"high":[154],"accuracy":[155],"enhancing":[157],"variable.":[163],"The":[164],"results":[165],"this":[167],"study":[168],"can":[169],"contribute":[170],"significantly":[171],"establishment":[174],"high-precision":[177],"monitoring":[178],"system":[179],"for":[180],"various":[181],"processing":[182],"processes.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
