{"id":"https://openalex.org/W2568317984","doi":"https://doi.org/10.1016/j.aei.2016.12.006","title":"Knowledge-based design for assembly in agile manufacturing by using Data Mining methods","display_name":"Knowledge-based design for assembly in agile manufacturing by using Data Mining methods","publication_year":2017,"publication_date":"2017-01-11","ids":{"openalex":"https://openalex.org/W2568317984","doi":"https://doi.org/10.1016/j.aei.2016.12.006","mag":"2568317984"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.aei.2016.12.006","pdf_url":"http://manuscript.elsevier.com/S1474034616301586/pdf/S1474034616301586.pdf","source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"acceptedVersion","is_accepted":true,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://manuscript.elsevier.com/S1474034616301586/pdf/S1474034616301586.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041314775","display_name":"Ralf Kretschmer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144231","display_name":"Miele (Germany)","ror":"https://ror.org/04cddv372","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210144231"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R. Kretschmer","raw_affiliation_strings":["Miele & Cie. KG, Segment Professional Laundry, Director Segment Professional Laundry, Technology Lehrte, Industriestra\u00dfe 3, 31275 Lehrte, Germany"],"affiliations":[{"raw_affiliation_string":"Miele & Cie. KG, Segment Professional Laundry, Director Segment Professional Laundry, Technology Lehrte, Industriestra\u00dfe 3, 31275 Lehrte, Germany","institution_ids":["https://openalex.org/I4210144231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009222672","display_name":"Alain Pfouga","orcid":null},"institutions":[{"id":"https://openalex.org/I141893530","display_name":"PTV Group (Germany)","ror":"https://ror.org/026452768","country_code":"DE","type":"company","lineage":["https://openalex.org/I141893530"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"A. Pfouga","raw_affiliation_strings":["PROSTEP AG, Head of Business Unit 3D Product Creation, Dolivostra\u03b2e 11, D-64293 Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"PROSTEP AG, Head of Business Unit 3D Product Creation, Dolivostra\u03b2e 11, D-64293 Darmstadt, Germany","institution_ids":["https://openalex.org/I141893530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059297967","display_name":"Stefan Rulhoff","orcid":null},"institutions":[{"id":"https://openalex.org/I141893530","display_name":"PTV Group (Germany)","ror":"https://ror.org/026452768","country_code":"DE","type":"company","lineage":["https://openalex.org/I141893530"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. Rulhoff","raw_affiliation_strings":["PROSTEP AG, Head of Business Unit 3D Product Creation, Dolivostra\u03b2e 11, D-64293 Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"PROSTEP AG, Head of Business Unit 3D Product Creation, Dolivostra\u03b2e 11, D-64293 Darmstadt, Germany","institution_ids":["https://openalex.org/I141893530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074126697","display_name":"Josip Stjepandi\u0107","orcid":"https://orcid.org/0000-0003-0877-3799"},"institutions":[{"id":"https://openalex.org/I141893530","display_name":"PTV Group (Germany)","ror":"https://ror.org/026452768","country_code":"DE","type":"company","lineage":["https://openalex.org/I141893530"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"J. Stjepandi\u0107","raw_affiliation_strings":["PROSTEP AG, Head of Business Unit 3D Product Creation, Dolivostra\u03b2e 11, D-64293 Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"PROSTEP AG, Head of Business Unit 3D Product Creation, Dolivostra\u03b2e 11, D-64293 Darmstadt, Germany","institution_ids":["https://openalex.org/I141893530"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5074126697"],"corresponding_institution_ids":["https://openalex.org/I141893530"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570,"provenance":"doaj"},"apc_paid":null,"fwci":7.921,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":56,"citation_normalized_percentile":{"value":0.999902,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"33","issue":null,"first_page":"285","last_page":"299"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Design for Manufacture and Assembly in Manufacturing","score":0.9999,"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":"Design for Manufacture and Assembly in Manufacturing","score":0.9999,"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":"Design and Operation of Reconfigurable Manufacturing Systems","score":0.9944,"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/T11729","display_name":"Mass Customization and Product Modularity","score":0.9913,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/design-for-manufacture","display_name":"Design for Manufacture","score":0.576771},{"id":"https://openalex.org/keywords/process-planning","display_name":"Process Planning","score":0.573399},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5706821},{"id":"https://openalex.org/keywords/disassembly-sequencing","display_name":"Disassembly Sequencing","score":0.540241},{"id":"https://openalex.org/keywords/assembly-planning","display_name":"Assembly Planning","score":0.533918},{"id":"https://openalex.org/keywords/virtual-prototyping","display_name":"Virtual Prototyping","score":0.525763},{"id":"https://openalex.org/keywords/agile-manufacturing","display_name":"Agile manufacturing","score":0.46356118}],"concepts":[{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.6688192},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5706821},{"id":"https://openalex.org/C120823896","wikidata":"https://www.wikidata.org/wiki/Q1043226","display_name":"Product design","level":3,"score":0.5278197},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.51710844},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4991448},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.49103785},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.4868028},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4704819},{"id":"https://openalex.org/C2780615885","wikidata":"https://www.wikidata.org/wiki/Q4692546","display_name":"Agile manufacturing","level":3,"score":0.46356118},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4542083},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.45074445},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.44484878},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4295892},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.41062748},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.40180746},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.19222257},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.aei.2016.12.006","pdf_url":"http://manuscript.elsevier.com/S1474034616301586/pdf/S1474034616301586.pdf","source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"acceptedVersion","is_accepted":true,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.aei.2016.12.006","pdf_url":"http://manuscript.elsevier.com/S1474034616301586/pdf/S1474034616301586.pdf","source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"acceptedVersion","is_accepted":true,"is_published":false},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung","award_id":"02PJ1110"}],"datasets":[],"versions":[],"referenced_works_count":64,"referenced_works":["https://openalex.org/W1482261643","https://openalex.org/W1507546784","https://openalex.org/W1519000507","https://openalex.org/W1556353079","https://openalex.org/W1594057985","https://openalex.org/W1680392829","https://openalex.org/W1854727853","https://openalex.org/W1967312749","https://openalex.org/W1976392142","https://openalex.org/W1979170919","https://openalex.org/W1981436403","https://openalex.org/W1982548767","https://openalex.org/W1982884037","https://openalex.org/W1986215548","https://openalex.org/W1989722453","https://openalex.org/W1990279739","https://openalex.org/W1991587046","https://openalex.org/W1994819533","https://openalex.org/W1995752583","https://openalex.org/W1996039522","https://openalex.org/W2001652766","https://openalex.org/W2039754699","https://openalex.org/W2044206990","https://openalex.org/W2045272325","https://openalex.org/W2057969135","https://openalex.org/W2057984548","https://openalex.org/W2060402042","https://openalex.org/W2060627373","https://openalex.org/W2061578209","https://openalex.org/W2068267174","https://openalex.org/W2087778823","https://openalex.org/W2088997978","https://openalex.org/W2090933003","https://openalex.org/W2093376248","https://openalex.org/W2093692784","https://openalex.org/W2095107718","https://openalex.org/W209945127","https://openalex.org/W2111062017","https://openalex.org/W2112382361","https://openalex.org/W2126566233","https://openalex.org/W2131470105","https://openalex.org/W2140190241","https://openalex.org/W2140705868","https://openalex.org/W2150346317","https://openalex.org/W2159189560","https://openalex.org/W2187085661","https://openalex.org/W2239745739","https://openalex.org/W2252082927","https://openalex.org/W2262564382","https://openalex.org/W2332337516","https://openalex.org/W2396520550","https://openalex.org/W2413128172","https://openalex.org/W2490819908","https://openalex.org/W2503375463","https://openalex.org/W2613086274","https://openalex.org/W2794808559","https://openalex.org/W366789857","https://openalex.org/W4214717809","https://openalex.org/W4241772545","https://openalex.org/W649525385","https://openalex.org/W656133973","https://openalex.org/W73023751","https://openalex.org/W74054217","https://openalex.org/W9823632"],"related_works":["https://openalex.org/W3144360982","https://openalex.org/W2814492520","https://openalex.org/W2198164489","https://openalex.org/W2111740100","https://openalex.org/W2079825352","https://openalex.org/W2072996905","https://openalex.org/W2028624523","https://openalex.org/W2016614809","https://openalex.org/W1969426912","https://openalex.org/W1968930765"],"abstract_inverted_index":{"Decision":[0],"making":[1],"in":[2,54,77,86,107,129,136,169,181],"early":[3,163],"production":[4,42,56,91,171],"planning":[5,24,189],"phases":[6],"is":[7],"typically":[8],"based":[9],"on":[10],"a":[11,18,29,51,65],"rough":[12],"estimation":[13,165],"due":[14],"to":[15,32,109,131],"lack":[16],"of":[17,41,46,89,100,126,149,166],"comprehensive,":[19],"reliable":[20],"knowledge":[21],"base.":[22],"Virtual":[23],"has":[25],"been":[26],"prevailed":[27],"as":[28,179],"method":[30],"used":[31],"evaluate":[33],"risks":[34],"and":[35,68,119,188],"costs":[36],"before":[37],"the":[38,87,98,123,133,137,154],"concrete":[39],"realization":[40],"processes.":[43,115],"The":[44,95,140],"process":[45,120,157],"product":[47,118,138,155],"assembly,":[48],"which":[49],"yields":[50],"high":[52,93],"share":[53],"total":[55],"costs,":[57],"gets":[58],"its":[59,69,111],"particular":[60],"importance.":[61],"This":[62],"paper":[63],"introduces":[64],"new":[66,150],"approach":[67,96,161],"initial":[70],"implementation":[71],"for":[72,75,113,147],"knowledge-based":[73],"design":[74,187],"assembly":[76,114,167],"agile":[78],"manufacturing":[79],"by":[80],"using":[81,175],"data":[82,102,121],"mining":[83],"(DM)":[84],"methods":[85,128,178],"field":[88],"series":[90,170],"with":[92,103],"variance.":[94],"adopts":[97],"usage":[99,125],"bulk":[101],"old,":[104],"successful":[105],"designs":[106],"order":[108,130],"extrapolate":[110],"scope":[112],"Especially":[116],"linked":[117],"allow":[122],"innovative":[124],"DM":[127,177],"facilitate":[132],"front":[134],"loading":[135],"development.":[139],"concept":[141],"presents":[142],"an":[143,162,182],"affordable":[144],"assistance":[145],"potential":[146],"development":[148],"products":[151],"variants":[152],"along":[153],"emergence":[156],"(PEP).":[158],"With":[159],"this":[160],"cost":[164],"processes":[168,190],"can":[172,191],"be":[173,192],"conducted":[174],"advanced":[176],"shown":[180],"industrial":[183],"use":[184],"case.":[185],"Furthermore,":[186],"supported":[193],"effectively.":[194]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2568317984","counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":2}],"updated_date":"2024-11-17T10:28:33.564601","created_date":"2017-01-13"}