{"id":"https://openalex.org/W4315472262","doi":"https://doi.org/10.1109/icarcv57592.2022.10004293","title":"Time-Sensor Domain Data Decomposition and Analysis for Fault Diagnosis of Cutting Tools","display_name":"Time-Sensor Domain Data Decomposition and Analysis for Fault Diagnosis of Cutting Tools","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4315472262","doi":"https://doi.org/10.1109/icarcv57592.2022.10004293"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv57592.2022.10004293","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icarcv57592.2022.10004293","pdf_url":null,"source":{"id":"https://openalex.org/S4363608251","display_name":"2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV)","raw_type":"proceedings-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/A5025653144","display_name":"Yufei Gui","orcid":"https://orcid.org/0009-0006-4652-8195"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yufei Gui","raw_affiliation_strings":["The University of Sheffield,Department of Automatic Control and Systems Engineering,Sheffield,UK,S10 2TN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield,Department of Automatic Control and Systems Engineering,Sheffield,UK,S10 2TN","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091158145","display_name":"Zi\u2013Qiang Lang","orcid":"https://orcid.org/0000-0003-3598-089X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zi-Qiang Lang","raw_affiliation_strings":["The University of Sheffield,Department of Automatic Control and Systems Engineering,Sheffield,UK,S10 2TN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield,Department of Automatic Control and Systems Engineering,Sheffield,UK,S10 2TN","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084419986","display_name":"Zepeng Liu","orcid":"https://orcid.org/0000-0003-4533-252X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zepeng Liu","raw_affiliation_strings":["The University of Sheffield,Department of Automatic Control and Systems Engineering,Sheffield,UK,S10 2TN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield,Department of Automatic Control and Systems Engineering,Sheffield,UK,S10 2TN","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070594321","display_name":"Yunpeng Zhu","orcid":"https://orcid.org/0000-0002-4337-2328"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yunpeng Zhu","raw_affiliation_strings":["School of Engineering and Materials Science, Queen Mary University of London,London,UK,E1 4NS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Materials Science, Queen Mary University of London,London,UK,E1 4NS","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087382979","display_name":"Hatim Laalej","orcid":"https://orcid.org/0000-0002-4130-839X"},"institutions":[{"id":"https://openalex.org/I4210149363","display_name":"Advanced Manufacturing Research Centre","ror":"https://ror.org/04m20rz92","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210149363"]},{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hatim Laalej","raw_affiliation_strings":["The University of Sheffield,Advanced Manufacturing Research Centre,Sheffield,UK,S60 5TZ"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield,Advanced Manufacturing Research Centre,Sheffield,UK,S60 5TZ","institution_ids":["https://openalex.org/I4210149363","https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0745,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77452303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10188","display_name":"Advanced machining processes and optimization","score":0.9994999766349792,"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":0.9994999766349792,"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/T11583","display_name":"Advanced Measurement and Metrology Techniques","score":0.9883000254631042,"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":0.9842000007629395,"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/raw-data","display_name":"Raw data","score":0.7012981176376343},{"id":"https://openalex.org/keywords/time-domain","display_name":"Time domain","score":0.6948407888412476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6669318079948425},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6599599123001099},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6236578226089478},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5265636444091797},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5235490202903748},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.47249332070350647},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4542030990123749},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44668328762054443},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4411352276802063},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.43562906980514526},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4224311113357544},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40023577213287354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23831850290298462},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20483961701393127},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10018971562385559},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09910452365875244}],"concepts":[{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.7012981176376343},{"id":"https://openalex.org/C103824480","wikidata":"https://www.wikidata.org/wiki/Q185889","display_name":"Time domain","level":2,"score":0.6948407888412476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6669318079948425},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6599599123001099},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6236578226089478},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5265636444091797},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5235490202903748},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.47249332070350647},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4542030990123749},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44668328762054443},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4411352276802063},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.43562906980514526},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4224311113357544},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40023577213287354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23831850290298462},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20483961701393127},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10018971562385559},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09910452365875244},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icarcv57592.2022.10004293","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icarcv57592.2022.10004293","pdf_url":null,"source":{"id":"https://openalex.org/S4363608251","display_name":"2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 17th International Conference on Control, Automation, Robotics and Vision (ICARCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6299999952316284,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G1026411022","display_name":null,"funder_award_id":"EP/T024291/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W39767160","https://openalex.org/W1536447791","https://openalex.org/W1971811053","https://openalex.org/W2008757383","https://openalex.org/W2055472916","https://openalex.org/W2079309923","https://openalex.org/W2141188346","https://openalex.org/W2150214940","https://openalex.org/W2588651934","https://openalex.org/W2792872702","https://openalex.org/W2793471602","https://openalex.org/W2980084761","https://openalex.org/W2991860176","https://openalex.org/W3013163434","https://openalex.org/W6632102171"],"related_works":["https://openalex.org/W3012838233","https://openalex.org/W4252510819","https://openalex.org/W2330446075","https://openalex.org/W2380059383","https://openalex.org/W4224278052","https://openalex.org/W2063679720","https://openalex.org/W86946229","https://openalex.org/W2031856784","https://openalex.org/W4394231753","https://openalex.org/W4393848201"],"abstract_inverted_index":{"In":[0],"the":[1,42,63,68,77,80,85,97,100,105,108],"present":[2],"study,":[3],"a":[4,50],"novel":[5],"time":[6,55,64,109],"and":[7,12,56,103,110],"sensor":[8,57,81,111],"domain":[9,58,65,82,112],"data":[10,43],"decomposition":[11],"analysis":[13],"framework":[14],"is":[15,39],"proposed":[16,101],"to":[17,95],"perform":[18],"fault":[19],"diagnosis":[20],"of":[21,26,54,62,70,79,99,107],"cutting":[22],"tools.":[23],"The":[24,60],"problem":[25],"excessive":[27],"computation":[28],"burden":[29],"existing":[30],"in":[31],"multi-sensor":[32],"data-driven":[33],"tool":[34],"condition":[35],"monitoring":[36],"(TCM)":[37],"system":[38],"resolved":[40],"at":[41],"level":[44],"by":[45],"compressing":[46],"raw":[47,74,116],"signals":[48],"into":[49],"significantly":[51],"smaller":[52],"set":[53],"data.":[59],"utilisation":[61],"components":[66,83],"eliminates":[67],"influence":[69],"environmental":[71],"noise":[72],"on":[73],"signals.":[75],"Meanwhile,":[76],"introduction":[78],"reveals":[84],"correlation":[86],"relationship":[87],"within":[88],"multiple":[89],"sensors.":[90],"Experimental":[91],"studies":[92],"are":[93],"conducted":[94],"verify":[96],"effectiveness":[98],"approach":[102],"illustrate":[104],"advantages":[106],"features":[113],"compared":[114],"with":[115],"signal":[117],"features.":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
