{"id":"https://openalex.org/W2039436307","doi":"https://doi.org/10.7148/2014-0670","title":"Deriving A Mathematical Model Of A Paint Shop From Data Analysis","display_name":"Deriving A Mathematical Model Of A Paint Shop From Data Analysis","publication_year":2014,"publication_date":"2014-05-27","ids":{"openalex":"https://openalex.org/W2039436307","doi":"https://doi.org/10.7148/2014-0670","mag":"2039436307"},"language":"en","primary_location":{"id":"doi:10.7148/2014-0670","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2014-0670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2014 Proceedings edited by: Flaminio Squazzoni, Fabio Baronio, Claudia Archetti, Marco Castellani","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/A5012537311","display_name":"Thomas Husslein","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Thomas Husslein","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019000450","display_name":"Christian Danner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian Danner","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056049781","display_name":"Markus Seidl","orcid":"https://orcid.org/0000-0003-4033-450X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Markus Seidl","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008657316","display_name":"Joerg Breidbach","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joerg Breidbach","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5012341055","display_name":"Wolfgang Lauf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wolfgang Lauf","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012537311"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1624272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"670","last_page":"675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9988999962806702,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9988999962806702,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9980000257492065,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.6392325162887573},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.45965829491615295},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34912109375},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15933334827423096}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6392325162887573},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.45965829491615295},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34912109375},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15933334827423096}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7148/2014-0670","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2014-0670","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2014 Proceedings edited by: Flaminio Squazzoni, Fabio Baronio, Claudia Archetti, Marco Castellani","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.5699999928474426,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W13053144","https://openalex.org/W637859127","https://openalex.org/W2088369045","https://openalex.org/W2227679141","https://openalex.org/W2919819663"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"The":[0,58,98,317,342,429,465,498,593,775,793,858],"authors":[1],"deal":[2],"with":[3,21,369,915],"the":[4,10,32,38,53,72,78,101,117,128,132,157,171,177,180,192,196,212,215,227,243,247,252,262,266,277,289,301,304,312,320,326,329,346,353,357,362,364,381,396,408,414,417,437,439,442,445,449,460,463,481,484,487,492,495,514,524,538,585,616,622,627,635,638,648,651,691,705,735,751,772,780,803,829,833,840,845,849,851,855,876,879,882,885,908,913,929,935,949,956,959,962,970,989,996,1015],"optimization":[5],"of":[6,24,40,44,52,90,100,116,135,161,191,222,249,276,303,309,319,328,348,356,405,433,441,462,480,483,501,503,516,527,534,564,637,642,650,653,670,673,685,690,733,779,796,816,862,884,958,982,995,1022],"production":[7,48,118,133,147,193,505,581,623,639,661,666,872,901,999],"planning":[8,662],"in":[9,195,219,256,377,605,615,675,747,828],"mixed-model":[11],"assembly":[12,618,706],"production.":[13],"Modern":[14,579],"paint":[15,54,102,163,470,525,655,736,752,773,834,846,856,886,1024],"shops":[16],"are":[17,63,75,189,207,282,454,469,489,596,619,702,709,749,757,826,985],"highly":[18],"complex":[19,79],"facilities":[20],"a":[22,50,64,91,106,137,143,153,162,220,370,426,478,528,532,602,646,654,742,797,811,814,842,863,888,993,1023],"multitude":[23],"interdependent":[25],"process":[26,134,194,273,511,720],"steps.":[27,435],"In":[28,84,165,271,393,403,436,822,978],"order":[29,378,624,640],"to":[30,77,127,170,230,259,284,379,413,425,520,610,680,699,722,807,904,927,948,988,1004],"describe":[31,928],"occurring":[33],"throughput":[34,765,777,794,830,917,930],"and":[35,69,81,184,240,280,385,391,422,444,474,513,545,632,663,677,708,754,819,881,900,921,968],"processing":[36,672,983],"times,":[37],"behavior":[39,652],"these":[41,394,504],"times":[42,778,918,984],"is":[43,56,96,110,168,217,234,254,315,323,333,345,351,367,375,398,411,420,451,507,531,568,582,641,657,800,837,891,934,992,1014],"great":[45],"interest":[46],"for":[47,67,236,241,400,448,659,664,867],"planning,":[49],"modeling":[51],"shop":[55,103,198,526,656,737,753,835,847,887,1025],"necessary.":[57],"disruptions":[59],"appearing":[60],"here,":[61],"which":[62,109,697,836,991],"major":[65,158,467],"source":[66],"delays":[68],"reorganizations":[70],"within":[71],"car":[73,529,580,864,870],"plant,":[74],"due":[76,229,679],"structure":[80],"various":[82],"rework.":[83],"this":[85,167,250,272,719,726,823,941],"work,":[86],"an":[87,257,292,334,570,730,763],"alternate":[88],"formulation":[89,563],"long":[92],"term":[93],"reliable":[94,566],"model":[95,108,567,717],"discussed:":[97],"description":[99,500,649],"based":[104,620],"on":[105,265,459,543,601,621,711,768,961,969,1006],"stochastic":[107,727],"directly":[111],"derived":[112],"from":[113,176,238,704,786,878,907,951],"data":[114,787,895,909,952],"analysis":[115,890],"data.":[119],"COMPLEX":[120],"STRUCTURE":[121],"OF":[122,575,790],"A":[123,715,1010],"PAINT":[124,576],"SHOP":[125,577],"Due":[126],"many":[129,871],"successive":[130],"steps":[131,160,395,506,512],"painting":[136],"body":[138,178,181,197,216,228,253,305,366,410,419,761,798,843,852],"can":[139,738,782,924],"be":[140,521,700,739,783,905,925],"viewed":[141],"as":[142,741,802,839],"multi":[144],"stepped":[145],"flow":[146],"(Spieckermann,":[148],"2002):":[149,592],"Figure":[150,1018],"1":[151],"gives":[152],"schematic":[154],"overview":[155],"over":[156],"technological":[159],"shop.":[164,774,857],"general":[166],"reduced":[169],"following":[172],"steps:":[173],"Pre-treatment:":[174],"Arriving":[175],"shop,":[179],"gets":[182,291],"degreased":[183],"all":[185],"metal":[186,278],"fragments":[187],"that":[188,225,350],"remnants":[190],"get":[199],"cleaned":[200,308],"away.":[201],"Also":[202],"some":[203],"corrosion":[204,239],"protective":[205],"substances":[206],"applied.":[208,316,892],"Base":[209],"coat:":[210],"At":[211,246],"base":[213],"coating,":[214],"immersed":[218],"bath":[221],"electrostatic":[223,231],"particles":[224,264],"coat":[226,344],"forces.":[232],"This":[233,332],"predominantly":[235],"protection":[237,336],"optimizing":[242],"color":[244,349,355,382,397],"application.":[245],"end":[248],"step":[251,274],"heated":[255],"oven":[258],"permanently":[260],"fix":[261],"coating":[263,294,314,322],"body.":[267],"Underbody":[268],"seam":[269],"sealing:":[270],"overlapping":[275],"sheeting":[279],"gaps":[281],"sealed":[283],"prevent":[285],"water":[286],"intrusion.":[287],"Additionally":[288],"underbody":[290],"extra":[293],"against":[295,337,383],"stone":[296,338],"impact.":[297],"Filler":[298],"coating:":[299,341],"After":[300,361,477],"surface":[302],"has":[306,721,762,853],"been":[307,976],"dust":[310],"again,":[311],"filler":[313,321],"brightness":[318,327],"adjusted":[324],"concerning":[325],"final":[330,354,617],"color.":[331],"additional":[335],"chip.":[339],"Top":[340],"top":[343],"layer":[347],"determining":[352],"product.":[358],"Clear":[359,373],"finish:":[360],"top-coating":[363],"whole":[365],"painted":[368,409,418,695],"clear":[371,421],"paint.":[372],"finish":[374],"used":[376,926,1012],"protect":[380],"scratches":[384],"other":[386,971],"environmental":[387],"influences.":[388],"Final":[389],"inspection":[390,438],"rework:":[392],"investigated":[399],"quality":[401,406,482,686],"problems.":[402],"case":[404,824],"failures":[407,682],"transferred":[412,424],"reworking,":[415],"otherwise":[416],"subsequently":[423],"storage":[427],"unit.":[428],"reworking":[430],"unit":[431],"consists":[432],"several":[434,455,943],"severity":[440,461],"problem":[443],"specialized":[446,712],"workstation":[447,812],"repair":[450,473,485],"assessed.":[452],"There":[453],"work":[456,486,713],"stations":[457,468],"depending":[458,767],"problem.":[464],"three":[466],"removal,":[471],"spot":[472],"extended":[475],"completion.":[476],"re-assessment":[479],"bodies":[488,674,696,756,781,914],"re-introduces":[490],"into":[491,724],"line":[493,707],"at":[494],"appropriate":[496],"position.":[497],"detailed":[499],"each":[502,611,868],"very":[508],"difficult.":[509],"Parallel":[510],"building":[515],"uniquely-colored":[517],"batches":[518,676],"have":[519,698,903,975,1003],"described.":[522],"Furthermore,":[523],"manufacturer":[530,865],"place":[533],"continuing":[535],"change.":[536],"So":[537,1001],"Proceedings":[539],"28th":[540],"European":[541],"Conference":[542],"Modelling":[544],"Simulation":[546],"\u00a9ECMS":[547],"Flaminio":[548],"Squazzoni,":[549],"Fabio":[550],"Baronio,":[551],"Claudia":[552],"Archetti,":[553],"Marco":[554],"Castellani":[555],"(Editors)":[556],"ISBN:":[557,560],"978-0-9564944-8-1":[558],"/":[559],"978-0-9564944-9-8":[561],"(CD)":[562],"long-term":[565],"nearly":[569],"impossible":[571],"task.":[572],"PROBABILISTIC":[573],"NATURE":[574],"PROCESSES":[578],"organized":[583],"by":[584],"pearl":[586],"chain":[587,603],"principle":[588],"(Meyr,":[589],"2004;":[590],"Weyer,":[591],"individual":[594,764,776],"orders":[595],"lined":[597],"up":[598],"like":[599],"pearls":[600],"fixed":[604],"their":[606],"sequence":[607],"position":[608],"relative":[609],"other.":[612],"Complex":[613],"processes":[614,629],"planned.":[625],"For":[626],"delivery":[628],"just-in-time":[630],"(JIT)":[631],"just-in-sequence":[633],"(JIS)":[634],"stability":[636],"central":[643],"importance.":[644],"As":[645],"consequence":[647],"essential":[658],"optimal":[660],"using":[665,875],"control":[667],"systems.":[668],"Parallelization":[669],"lines,":[671],"rework":[678],"system":[681,861],"or":[683,813],"violation":[684],"parameters":[687,957],"cause":[688],"turbulences":[689],"preplanned":[692],"order.":[693],"Especially,":[694],"reworked":[701,710],"separated":[703],"stations.":[714],"simulation":[716],"describing":[718],"take":[723],"account":[725],"throughput.":[728],"From":[729],"abstract":[731],"point":[732],"view,":[734],"regarded":[740],"so":[743],"called":[744],"\u201cblack-box\u201d.":[745],"Bodies":[746],"white":[748],"entering":[750],"colored":[755],"leaving":[758],"it.":[759],"Each":[760],"time":[766,795,804,831,898],"its":[769],"path":[770],"through":[771,810,832],"easily":[784],"obtained":[785],"analysis.":[788,953],"DISTRIBUTION":[789],"TROUGHPUT":[791],"TIMES":[792],"i":[799],"defined":[801,838,916],"it":[805],"takes":[806],"successfully":[808],"pass":[809],"group":[815],"workstations":[817],"(Arnold":[818],"Furmans,":[820],"2009).":[821],"we":[825,1002],"interested":[827],"timestamp":[841,850],"leaves":[844],"minus":[848],"entered":[854],"manufacturing":[859],"information":[860],"stores":[866],"produced":[869],"timestamps.":[873],"By":[874,911],"timestamps":[877],"input":[880],"output":[883],"top-down":[889],"Through":[893],"extensive":[894],"analysis,":[896],"working":[897],"models":[899],"interruptions":[902],"removed":[906],"set.":[910],"counting":[912],"random":[919],"variables":[920],"corresponding":[922],"distributions":[923,950,981],"time.":[931],"But,":[932],"what":[933],"correct":[936],"distribution":[937,944,1013],"function?":[938],"To":[939,954],"answer":[940],"question":[942],"functions":[945],"where":[946],"fitted":[947],"obtain":[955],"distributions,":[960],"one":[963],"hand":[964,972],"maximum":[965],"likelihood":[966],"estimators":[967,974],"moments":[973],"used.":[977],"general,":[979],"empirical":[980],"often":[986],"skewed":[987],"right,":[990],"result":[994],"already":[997],"mentioned":[998],"delays.":[1000],"concentrate":[1005],"nonsymmetrical":[1007],"density":[1008],"functions.":[1009],"commonly":[1011],"exponential":[1016],"distribution.":[1017],"1:":[1019],"Basic":[1020],"Layout":[1021]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}