{"id":"https://openalex.org/W2039844942","doi":"https://doi.org/10.1109/icarcv.2014.7064462","title":"Online Gaussian process regression for time-varying manufacturing systems","display_name":"Online Gaussian process regression for time-varying manufacturing systems","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2039844942","doi":"https://doi.org/10.1109/icarcv.2014.7064462","mag":"2039844942"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv.2014.7064462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; 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/A5066765682","display_name":"Jinwen Hu","orcid":"https://orcid.org/0000-0003-3982-806X"},"institutions":[{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Jinwen Hu","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology, Singapore","Singapore Institute of Manufacturing Technology Singapore 638075"],"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology, Singapore","institution_ids":["https://openalex.org/I4210091207"]},{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology Singapore 638075","institution_ids":["https://openalex.org/I4210091207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100631401","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0003-0569-2176"},"institutions":[{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology, Singapore","Singapore Institute of Manufacturing Technology Singapore 638075"],"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology, Singapore","institution_ids":["https://openalex.org/I4210091207"]},{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology Singapore 638075","institution_ids":["https://openalex.org/I4210091207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102141069","display_name":"Yanjing Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yanjing Ou","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology, Singapore","Singapore Institute of Manufacturing Technology Singapore 638075"],"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology, Singapore","institution_ids":["https://openalex.org/I4210091207"]},{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology Singapore 638075","institution_ids":["https://openalex.org/I4210091207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066765682"],"corresponding_institution_ids":["https://openalex.org/I4210091207"],"apc_list":null,"apc_paid":null,"fwci":0.8115,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77644294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1118","last_page":"1123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6108312010765076},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.580208957195282},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5254434943199158},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.5111408829689026},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.45453009009361267},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4286581873893738},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31582725048065186},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.2705310583114624},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21259406208992004},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2077910304069519},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.061355262994766235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6108312010765076},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.580208957195282},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5254434943199158},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.5111408829689026},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.45453009009361267},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4286581873893738},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31582725048065186},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.2705310583114624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21259406208992004},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2077910304069519},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.061355262994766235},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icarcv.2014.7064462","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064462","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; Vision (ICARCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W59657407","https://openalex.org/W105751747","https://openalex.org/W1502001434","https://openalex.org/W1502922572","https://openalex.org/W1502930520","https://openalex.org/W1510444525","https://openalex.org/W1549818157","https://openalex.org/W1568229137","https://openalex.org/W1571870753","https://openalex.org/W1742626251","https://openalex.org/W1963579723","https://openalex.org/W1985266527","https://openalex.org/W2004805964","https://openalex.org/W2007864935","https://openalex.org/W2020246210","https://openalex.org/W2024644708","https://openalex.org/W2086877268","https://openalex.org/W2109743529","https://openalex.org/W2124519350","https://openalex.org/W2132678196","https://openalex.org/W2137956165","https://openalex.org/W2147062914","https://openalex.org/W2150621701","https://openalex.org/W2158054309","https://openalex.org/W2158863190","https://openalex.org/W2161164326","https://openalex.org/W2169926512","https://openalex.org/W2172114485","https://openalex.org/W2326154390","https://openalex.org/W2756701206","https://openalex.org/W6678778387","https://openalex.org/W6991122698"],"related_works":["https://openalex.org/W2416960926","https://openalex.org/W3039982143","https://openalex.org/W3163805564","https://openalex.org/W4206579646","https://openalex.org/W3201060151","https://openalex.org/W2159080973","https://openalex.org/W4281724213","https://openalex.org/W2760516239","https://openalex.org/W4309741541","https://openalex.org/W2995089028"],"abstract_inverted_index":{"Model":[0],"regression":[1,40,67,80,90,109],"is":[2,136,139,155,199,222],"vitally":[3],"important":[4],"for":[5,91,112,162],"performance":[6],"prediction":[7],"and":[8,23,31,51,172,206],"quality":[9,53],"control":[10],"in":[11,34,70],"the":[12,35,45,57,79,87,105,117,122,133,144,149,158,165,168,173,178,215,218],"manufacturing":[13,16,93],"industry.":[14],"Since":[15],"machines":[17],"always":[18],"suffer":[19],"from":[20],"random":[21,96],"disturbances":[22],"unobservable":[24],"model":[25,39,89,98,119,170],"shift/drift":[26],"due":[27],"to":[28,47,191,202],"component":[29],"failure":[30],"tool":[32],"wear":[33],"daily":[36],"production,":[37],"online":[38,66,88],"techniques":[41],"are":[42],"required":[43],"by":[44,55,224],"manufacturers":[46],"help":[48],"increase":[49],"productivity":[50],"reduce":[52],"defects":[54],"tracking":[56],"system":[58],"variations":[59,99],"promptly.":[60],"Though":[61],"many":[62],"different":[63],"types":[64],"of":[65,75,81,132,146,160,188,217],"methods":[68,221],"exist":[69],"current":[71],"literatures,":[72],"very":[73],"few":[74],"them":[76],"have":[77],"considered":[78],"time-varying":[82,92,113],"systems.":[83],"This":[84,175],"paper":[85],"addresses":[86],"systems":[94],"with":[95,121,148,210],"unknown":[97],"during":[100],"production.":[101],"We":[102],"first":[103],"extend":[104],"standard":[106],"Gaussian":[107],"process":[108],"(GPR)":[110],"method":[111,135,198],"systems,":[114],"which":[115,138],"provides":[116],"optimal":[118],"estimate":[120],"minimum":[123,150],"mean":[124],"square":[125],"error":[126],"(MSE).":[127],"Then,":[128],"an":[129,182],"iterative":[130],"form":[131],"extended":[134],"derived":[137],"computation":[140,205],"efficient":[141],"but":[142,209],"maintains":[143],"optimality":[145,154],"estimation":[147,212],"MSE.":[151],"However,":[152],"such":[153,192],"obtained":[156],"at":[157],"cost":[159],"storage":[161,179,207],"continuously":[163],"updating":[164],"covariances":[166],"between":[167],"estimated":[169],"values":[171],"measurements.":[174],"would":[176],"make":[177,203],"unaffordable":[180],"when":[181],"output":[183],"can":[184],"take":[185],"infinite":[186],"number":[187],"values.":[189],"Due":[190],"a":[193,195],"limitation,":[194],"suboptimal":[196],"GPR":[197],"further":[200],"proposed":[201,220],"both":[204],"inexpensive,":[208],"worse":[211],"performance.":[213],"Finally,":[214],"effectiveness":[216],"two":[219],"demonstrated":[223],"simulations.":[225]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
