{"id":"https://openalex.org/W2588379340","doi":"https://doi.org/10.1109/tii.2017.2670062","title":"Mixed-Effect Models for the Analysis and Optimization of Sheet-Metal Assembly Processes","display_name":"Mixed-Effect Models for the Analysis and Optimization of Sheet-Metal Assembly Processes","publication_year":2017,"publication_date":"2017-02-16","ids":{"openalex":"https://openalex.org/W2588379340","doi":"https://doi.org/10.1109/tii.2017.2670062","mag":"2588379340"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2017.2670062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2017.2670062","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/A5069069249","display_name":"Ivan Toma\u0161i\u0107","orcid":"https://orcid.org/0000-0002-0545-2335"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ivan Tomasic","raw_affiliation_strings":["Division of Intelligent Future Technologies, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Intelligent Future Technologies, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113507843","display_name":"Alf Andersson","orcid":null},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alf Andersson","raw_affiliation_strings":["Department of Product and Production Development, Chalmers University, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Product and Production Development, Chalmers University, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012975344","display_name":"Peter Funk","orcid":"https://orcid.org/0000-0002-5562-1424"},"institutions":[{"id":"https://openalex.org/I82509713","display_name":"M\u00e4lardalen University","ror":"https://ror.org/033vfbz75","country_code":"SE","type":"education","lineage":["https://openalex.org/I82509713"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Peter Funk","raw_affiliation_strings":["Division of Intelligent Future Technologies, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Intelligent Future Technologies, M\u00e4lardalen University, V\u00e4ster\u00e5s, Sweden","institution_ids":["https://openalex.org/I82509713"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.538,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84692451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"13","issue":"5","first_page":"2194","last_page":"2202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9998999834060669,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9998999834060669,"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/T13113","display_name":"Engineering Technology and Methodologies","score":0.9850999712944031,"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":0.9819999933242798,"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/process","display_name":"Process (computing)","score":0.5763384699821472},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.5666701197624207},{"id":"https://openalex.org/keywords/microelectromechanical-systems","display_name":"Microelectromechanical systems","score":0.5155284404754639},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5095827579498291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48487886786460876},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4746459126472473},{"id":"https://openalex.org/keywords/sheet-metal","display_name":"Sheet metal","score":0.4443340003490448},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.312316358089447},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2761533856391907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2321375608444214},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.19837594032287598},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.17949813604354858},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14188110828399658}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5763384699821472},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.5666701197624207},{"id":"https://openalex.org/C37977207","wikidata":"https://www.wikidata.org/wiki/Q175561","display_name":"Microelectromechanical systems","level":2,"score":0.5155284404754639},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5095827579498291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48487886786460876},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4746459126472473},{"id":"https://openalex.org/C2779747408","wikidata":"https://www.wikidata.org/wiki/Q211367","display_name":"Sheet metal","level":2,"score":0.4443340003490448},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.312316358089447},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2761533856391907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2321375608444214},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.19837594032287598},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.17949813604354858},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14188110828399658},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tii.2017.2670062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2017.2670062","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"},{"id":"pmh:oai:publications.lib.chalmers.se:252818","is_oa":false,"landing_page_url":"http://publications.lib.chalmers.se/publication/252818-mixed-effect-models-for-the-analysis-and-optimization-of-sheet-metal-assembly-processes","pdf_url":null,"source":{"id":"https://openalex.org/S4377196470","display_name":"Chalmers Publication Library (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text.Article.Journal.PeerReviewed"},{"id":"pmh:oai:research.chalmers.se:252818","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/252818","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6375366564","display_name":null,"funder_award_id":"2013-04706","funder_id":"https://openalex.org/F4320321030","funder_display_name":"VINNOVA"}],"funders":[{"id":"https://openalex.org/F4320321030","display_name":"VINNOVA","ror":"https://ror.org/01kd5m353"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W121366903","https://openalex.org/W1486377702","https://openalex.org/W1578485336","https://openalex.org/W1968445820","https://openalex.org/W1970175106","https://openalex.org/W1971982925","https://openalex.org/W1974514382","https://openalex.org/W1981435679","https://openalex.org/W2012863373","https://openalex.org/W2019616500","https://openalex.org/W2025288295","https://openalex.org/W2034714822","https://openalex.org/W2035140411","https://openalex.org/W2036845674","https://openalex.org/W2038139547","https://openalex.org/W2051532472","https://openalex.org/W2071196383","https://openalex.org/W2072351962","https://openalex.org/W2091629725","https://openalex.org/W2096976414","https://openalex.org/W2097586110","https://openalex.org/W2121120741","https://openalex.org/W2124788375","https://openalex.org/W2133826245","https://openalex.org/W2137922462","https://openalex.org/W2142527983","https://openalex.org/W2154983631","https://openalex.org/W2158202311","https://openalex.org/W2161133420","https://openalex.org/W2163674730","https://openalex.org/W2243692965","https://openalex.org/W6628979612","https://openalex.org/W6634474408"],"related_works":["https://openalex.org/W2272290532","https://openalex.org/W2386430105","https://openalex.org/W2356521405","https://openalex.org/W2038534795","https://openalex.org/W2384358604","https://openalex.org/W1567829292","https://openalex.org/W3001063351","https://openalex.org/W3196905815","https://openalex.org/W2120483398","https://openalex.org/W2351370765"],"abstract_inverted_index":{"Assembly":[0],"processes":[1,269,276],"can":[2,184,285],"be":[3,185,287],"affected":[4],"by":[5,11,139,194],"various":[6],"parameters,":[7],"which":[8,189,195,273,302],"is":[9,225,303],"revealed":[10],"the":[12,18,23,35,48,69,89,95,98,101,104,108,113,117,142,145,149,162,168,171,174,208,220,231,234,248,267,304],"measured":[13,114,129,190],"geometrical":[14],"characteristics":[15],"(GCs)":[16],"of":[17,37,97,103,144,173,210],"assembled":[19,235],"parts":[20,106],"deviating":[21],"from":[22,65,122],"nominal":[24],"values.":[25],"Here,":[26],"we":[27],"propose":[28],"a":[29,136,180],"mixed-effect":[30],"model":[31],"(MEM)":[32],"application":[33],"for":[34,46,265,270,307],"purposes":[36],"analyzing":[38,266],"variations":[39],"in":[40,135,219,289],"assembly":[41,163,268],"cells,":[42],"as":[43,45,107,116],"well":[44],"screening":[47],"input":[49,109],"variables":[50,111],"and":[51,112,151,170,198,280],"characterization.":[52],"MEMs":[53,260,284,308],"make":[54],"it":[55],"possible":[56],"to":[57,78,81,187,246,253],"take":[58],"into":[59],"account":[60],"statistical":[61],"dependencies":[62],"that":[63,159,183,207,243],"originate":[64],"repeated":[66],"measurements":[67],"on":[68,88],"same":[70],"assembly.":[71],"The":[72,120,202,216],"desirability":[73,251],"functions":[74,252],"approach":[75],"was":[76,165],"used":[77,186],"describe":[79],"how":[80,199,245],"find":[82,254],"corrective":[83,255],"or":[84,256],"control":[85,257],"actions":[86],"based":[87],"fitted":[90,166,203,249],"MEM.":[91],"Objectives:":[92],"To":[93],"examine":[94],"usefulness":[96],"MEM":[99,158,204,250],"between":[100,167,233],"positions":[102,143,172],"in-going":[105,146,175],"controllable":[110,196],"GCs":[115,169,191,212],"outputs.":[118,283],"Methods:":[119],"data":[121],"34":[123],"car":[124],"frontal":[125],"cross":[126,236],"members":[127],"(each":[128],"three":[130],"times)":[131],"were":[132],"experimentally":[133],"collected":[134],"laboratory":[137],"environment":[138],"intentionally":[140],"changing":[141],"parts,":[147,150,272],"assembling":[148],"subsequently":[152],"measuring":[153],"their":[154],"GCs.":[155],"A":[156],"single":[157],"completely":[160],"describes":[161],"process":[164,300],"parts.":[176],"Results:":[177],"We":[178,238],"present":[179,240],"modeling":[181],"technique":[182],"establish":[188],"are":[192,261,274],"influenced":[193],"variables,":[197,301],"this":[200],"occurs.":[201],"shows":[205],"evidence":[206],"variability":[209],"some":[211],"changes":[213],"over":[214],"time.":[215],"natural":[217],"variation":[218,232],"system":[221],"(i.e.,":[222],"unmodeled":[223],"variations)":[224],"about":[226],"two":[227,241],"times":[228],"larger":[229],"than":[230],"members.":[237],"also":[239],"cases":[242],"demonstrate":[244],"use":[247],"actions.":[258],"Conclusion:":[259],"very":[262],"useful":[263],"tools":[264],"car-body":[271],"nonlinear":[275],"with":[277],"multiple":[278,281],"inputs":[279],"correlated":[282],"potentially":[286],"applied":[288],"numerous":[290],"industrial":[291],"processes,":[292],"since":[293],"modern":[294],"manufacturing":[295],"plants":[296],"measure":[297],"all":[298],"important":[299],"sole":[305],"prerequisite":[306],"applications.":[309]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}