{"id":"https://openalex.org/W2801289463","doi":"https://doi.org/10.3390/s18051428","title":"Implementation of Cyber-Physical Production Systems for Quality Prediction and Operation Control in Metal Casting","display_name":"Implementation of Cyber-Physical Production Systems for Quality Prediction and Operation Control in Metal Casting","publication_year":2018,"publication_date":"2018-05-04","ids":{"openalex":"https://openalex.org/W2801289463","doi":"https://doi.org/10.3390/s18051428","mag":"2801289463","pmid":"https://pubmed.ncbi.nlm.nih.gov/29734699"},"language":"en","primary_location":{"id":"doi:10.3390/s18051428","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18051428","pdf_url":"https://www.mdpi.com/1424-8220/18/5/1428/pdf?version=1525434411","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/1424-8220/18/5/1428/pdf?version=1525434411","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040902799","display_name":"JuneHyuck Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"JuneHyuck Lee","raw_affiliation_strings":["Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018577364","display_name":"Sang Do Noh","orcid":"https://orcid.org/0000-0002-5610-5560"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang Do Noh","raw_affiliation_strings":["Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439521","display_name":"Hyun-Jung Kim","orcid":"https://orcid.org/0000-0001-7190-3264"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun-Jung Kim","raw_affiliation_strings":["Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044271457","display_name":"Yong-Shin Kang","orcid":"https://orcid.org/0009-0002-6338-0744"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yong-Shin Kang","raw_affiliation_strings":["Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems Management Engineering, Sungkyunkwan University, 2066 Seobu-ro, Jangan-gu, Suwon, Gyeonggi-do 16419, Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044271457"],"corresponding_institution_ids":["https://openalex.org/I848706"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":15.1951,"has_fulltext":true,"cited_by_count":147,"citation_normalized_percentile":{"value":0.99170515,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"18","issue":"5","first_page":"1428","last_page":"1428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9990000128746033,"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":0.9990000128746033,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9911999702453613,"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":0.9824000000953674,"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/scheduling","display_name":"Scheduling (production processes)","score":0.588137149810791},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.5652588605880737},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5449742674827576},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.5420225262641907},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5380496382713318},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.4557594060897827},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44608843326568604},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.35083460807800293},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3365122377872467},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3241468071937561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24424436688423157},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.14939522743225098},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14316514134407043}],"concepts":[{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.588137149810791},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.5652588605880737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5449742674827576},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.5420225262641907},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5380496382713318},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.4557594060897827},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44608843326568604},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.35083460807800293},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3365122377872467},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3241468071937561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24424436688423157},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.14939522743225098},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14316514134407043},{"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s18051428","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18051428","pdf_url":"https://www.mdpi.com/1424-8220/18/5/1428/pdf?version=1525434411","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:29734699","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29734699","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":"Journal Article"},{"id":"pmh:oai:europepmc.org:4940592","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5982406","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:c745d85614ad4cdeb0f9024fb8952f0e","is_oa":true,"landing_page_url":"https://doaj.org/article/c745d85614ad4cdeb0f9024fb8952f0e","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":"Sensors, Vol 18, Iss 5, p 1428 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s18051428","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18051428","pdf_url":"https://www.mdpi.com/1424-8220/18/5/1428/pdf?version=1525434411","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/G942249278","display_name":null,"funder_award_id":"NRF-2016R1A6A3A11930205","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2801289463.pdf","grobid_xml":"https://content.openalex.org/works/W2801289463.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1966170711","https://openalex.org/W1966778069","https://openalex.org/W1967088454","https://openalex.org/W1975976573","https://openalex.org/W2020851875","https://openalex.org/W2029608738","https://openalex.org/W2049757356","https://openalex.org/W2061556416","https://openalex.org/W2094789905","https://openalex.org/W2104483371","https://openalex.org/W2110207236","https://openalex.org/W2110837847","https://openalex.org/W2169239645","https://openalex.org/W2262056676","https://openalex.org/W2330029115","https://openalex.org/W2346505350","https://openalex.org/W2397456623","https://openalex.org/W2408901554","https://openalex.org/W2482017365","https://openalex.org/W2493990996","https://openalex.org/W2507578125","https://openalex.org/W2521497315","https://openalex.org/W2526321573","https://openalex.org/W2588941434","https://openalex.org/W2594728737","https://openalex.org/W2596408346","https://openalex.org/W2604881377","https://openalex.org/W2607234710","https://openalex.org/W2734429352"],"related_works":["https://openalex.org/W1975949872","https://openalex.org/W3159871278","https://openalex.org/W2230552005","https://openalex.org/W2905242764","https://openalex.org/W3004173571","https://openalex.org/W2803338891","https://openalex.org/W3109411864","https://openalex.org/W2043267898","https://openalex.org/W3017846737","https://openalex.org/W2112229447"],"abstract_inverted_index":{"The":[0,84,138],"prediction":[1,75,179],"of":[2,5,22,52,62,90,108,188,233,247],"internal":[3],"defects":[4],"metal":[6,63],"casting":[7,11,64,123,136],"immediately":[8],"after":[9],"the":[10,20,25,30,43,50,60,106,109,144,186,189,231,245,250],"process":[12],"saves":[13],"unnecessary":[14],"time":[15],"and":[16,33,65,76,99,102,125,129,143,154,171,180,223],"money":[17],"by":[18,235],"reducing":[19],"amount":[21],"inputs":[23],"into":[24],"next":[26],"stage,":[27],"such":[28,162],"as":[29,163],"machining":[31],"process,":[32],"enables":[34],"flexible":[35],"scheduling.":[36],"Cyber-physical":[37],"production":[38,81],"systems":[39],"(CPPS)":[40],"perfectly":[41],"fulfill":[42],"aforementioned":[44],"requirements.":[45],"This":[46,239],"study":[47,213,229],"deals":[48],"with":[49,182],"implementation":[51,107],"CPPS":[53,70,110,196,234,248],"in":[54,79,111,201,249],"a":[55,69,118,195],"real":[56],"factory":[57],"to":[58,135,242,244],"predict":[59],"quality":[61,74,178],"operation":[66,77,187],"control.":[67],"First,":[68],"architecture":[71],"framework":[72,85],"for":[73,151,177],"control":[78],"metal-casting":[80],"was":[82],"designed.":[83],"describes":[86,214],"collaboration":[87],"among":[88],"internet":[89],"things":[91],"(IoT),":[92],"artificial":[93,168],"intelligence,":[94],"simulations,":[95],"manufacturing":[96],"execution":[97],"systems,":[98],"advanced":[100],"planning":[101],"scheduling":[103],"systems.":[104],"Subsequently,":[105],"actual":[112],"plants":[113],"is":[114,117,192,240],"described.":[115],"Temperature":[116],"major":[119],"factor":[120],"that":[121],"affects":[122],"quality,":[124],"thus,":[126],"temperature":[127],"sensors":[128],"IoT":[130,152],"communication":[131],"devices":[132],"were":[133,175],"attached":[134],"machines.":[137],"well-known":[139],"NoSQL":[140],"database,":[141],"HBase":[142],"high-speed":[145],"processing/analysis":[146],"tool,":[147],"Spark,":[148],"are":[149,206],"used":[150,176],"repository":[153],"data":[155],"pre-processing,":[156],"respectively.":[157],"Many":[158],"machine":[159,174],"learning":[160],"algorithms":[161],"decision":[164],"tree,":[165],"random":[166],"forest,":[167],"neural":[169],"network,":[170],"support":[172],"vector":[173],"compared":[181],"R":[183],"software.":[184],"Finally,":[185],"entire":[190],"system":[191],"demonstrated":[193],"through":[194],"dashboard.":[197],"In":[198,226],"an":[199],"era":[200],"which":[202],"most":[203],"CPPS-related":[204],"studies":[205],"conducted":[207],"on":[208],"high-level":[209],"abstract":[210],"models,":[211],"this":[212,228],"more":[215],"specific":[216],"architectural":[217],"frameworks,":[218],"use":[219],"cases,":[220],"usable":[221],"software,":[222],"analytical":[224],"methodologies.":[225],"addition,":[227],"verifies":[230],"usefulness":[232],"estimating":[236],"quantitative":[237],"effects.":[238],"expected":[241],"contribute":[243],"proliferation":[246],"industry.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":5}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}
