{"id":"https://openalex.org/W4226334142","doi":"https://doi.org/10.1109/tii.2022.3163510","title":"A Data-Driven Indirect Estimation of Machine Parameters for Smart Production Systems","display_name":"A Data-Driven Indirect Estimation of Machine Parameters for Smart Production Systems","publication_year":2022,"publication_date":"2022-03-30","ids":{"openalex":"https://openalex.org/W4226334142","doi":"https://doi.org/10.1109/tii.2022.3163510"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3163510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3163510","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5071633988","display_name":"Seunghyeon Kim","orcid":"https://orcid.org/0000-0001-6515-2679"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seunghyeon Kim","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021688385","display_name":"Yuchang Won","orcid":"https://orcid.org/0000-0001-7115-9658"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yuchang Won","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073593813","display_name":"Kyung\u2010Joon Park","orcid":"https://orcid.org/0000-0003-4807-6461"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyung-Joon Park","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4807-6461","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea","institution_ids":["https://openalex.org/I193352282"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027782566","display_name":"Yongsoon Eun","orcid":"https://orcid.org/0000-0002-2304-7106"},"institutions":[{"id":"https://openalex.org/I193352282","display_name":"Daegu Gyeongbuk Institute of Science and Technology","ror":"https://ror.org/03frjya69","country_code":"KR","type":"education","lineage":["https://openalex.org/I193352282"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongsoon Eun","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-2304-7106","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea","institution_ids":["https://openalex.org/I193352282"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193352282"],"apc_list":null,"apc_paid":null,"fwci":1.1705,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80759438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"18","issue":"10","first_page":"6537","last_page":"6546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9962999820709229,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9925000071525574,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/downtime","display_name":"Downtime","score":0.8773255348205566},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7220935821533203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6723388433456421},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.671789824962616},{"id":"https://openalex.org/keywords/bernoullis-principle","display_name":"Bernoulli's principle","score":0.5655900239944458},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5552228093147278},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5433725118637085},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.45392367243766785},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4390193521976471},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4262089431285858},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40013229846954346},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18892896175384521}],"concepts":[{"id":"https://openalex.org/C180591934","wikidata":"https://www.wikidata.org/wiki/Q1253369","display_name":"Downtime","level":2,"score":0.8773255348205566},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7220935821533203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6723388433456421},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.671789824962616},{"id":"https://openalex.org/C152361515","wikidata":"https://www.wikidata.org/wiki/Q181328","display_name":"Bernoulli's principle","level":2,"score":0.5655900239944458},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5552228093147278},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5433725118637085},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.45392367243766785},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4390193521976471},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4262089431285858},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40013229846954346},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18892896175384521},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","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/tii.2022.3163510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3163510","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G7053237975","display_name":null,"funder_award_id":"2014-3-00065","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W588098693","https://openalex.org/W1965971810","https://openalex.org/W2039336327","https://openalex.org/W2094051112","https://openalex.org/W2134077725","https://openalex.org/W2221960991","https://openalex.org/W2521331386","https://openalex.org/W2553173084","https://openalex.org/W2806682373","https://openalex.org/W2826107020","https://openalex.org/W2883601390","https://openalex.org/W2936295039","https://openalex.org/W2999793145","https://openalex.org/W3081722393","https://openalex.org/W3110187051","https://openalex.org/W3147759778","https://openalex.org/W3201951136","https://openalex.org/W3205276678","https://openalex.org/W3214673283","https://openalex.org/W6885056112"],"related_works":["https://openalex.org/W2046276983","https://openalex.org/W2954002293","https://openalex.org/W2078264086","https://openalex.org/W2892741875","https://openalex.org/W2164372000","https://openalex.org/W4214827973","https://openalex.org/W2124941321","https://openalex.org/W2080951167","https://openalex.org/W1658823922","https://openalex.org/W2990424596"],"abstract_inverted_index":{"Automated":[0],"measurement":[1,103],"of":[2,15,19,42,49,61,73,90,95,106,122,136,185],"the":[3,16,20,33,62,65,88,92,123,128,137,183,186],"machine":[4],"reliability":[5,93,177],"parameters":[6,94,115],"for":[7,26,57,167],"a":[8,12,52,100,133],"production":[9,170],"system":[10,129],"enables":[11],"continuous":[13,34,134],"update":[14,35,135],"mathematical":[17],"model":[18,138],"system,":[21],"which":[22,43],"can":[23,116],"be":[24,37,117],"used":[25],"various":[27],"analyses":[28],"toward":[29],"productivity":[30],"improvement.":[31],"However,":[32],"may":[36],"impeded":[38],"by":[39],"some":[40,60,143],"machines":[41,63,79,97,125,144],"automated":[44,151],"parameter":[45],"measurements":[46],"are":[47,165],"out":[48,112],"order.":[50],"Such":[51],"situation":[53],"has":[54],"been":[55],"observed,":[56],"instance,":[58],"when":[59],"in":[64,149],"line":[66],"cannot":[67],"save":[68],"log":[69],"files":[70],"or":[71],"Internet":[72],"Things":[74],"devices":[75],"that":[76,113],"measure":[77],"these":[78],"stop":[80,145],"functioning.":[81],"In":[82],"this":[83,85],"context,":[84],"article":[86],"addresses":[87],"problem":[89],"estimating":[91],"those":[96,114],"while":[98],"avoiding":[99],"direct":[101,160],"manual":[102,161],"(by":[104],"humans)":[105],"uptime":[107],"and":[108,174],"downtime.":[109],"It":[110],"turns":[111],"computed":[118],"using":[119],"buffer-related":[120],"data":[121],"neighboring":[124],"along":[126],"with":[127,172],"information.":[130],"With":[131],"this,":[132],"is":[139,155],"possible":[140],"even":[141],"though":[142],"recording":[146],"their":[147],"status":[148],"an":[150],"manner.":[152],"The":[153,163],"method":[154],"indirect":[156],"as":[157],"opposed":[158],"to":[159],"measurement.":[162],"results":[164],"derived":[166],"synchronous":[168],"serial":[169],"lines":[171],"Bernoulli":[173],"also":[175],"exponential":[176],"characteristics.":[178],"Our":[179],"simulation":[180],"studies":[181],"verify":[182],"accuracy":[184],"proposed":[187],"estimation":[188],"methods.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
