{"id":"https://openalex.org/W2153183504","doi":"https://doi.org/10.1177/003754979506500204","title":"Using Simulation for Robust System Design","display_name":"Using Simulation for Robust System Design","publication_year":1995,"publication_date":"1995-08-01","ids":{"openalex":"https://openalex.org/W2153183504","doi":"https://doi.org/10.1177/003754979506500204","mag":"2153183504"},"language":"en","primary_location":{"id":"doi:10.1177/003754979506500204","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754979506500204","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","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/A5110136951","display_name":"Perakath C. Benjamin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155382","display_name":"Knowledge Based Systems (United States)","ror":"https://ror.org/04gtf4q04","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155382"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Perakath C. Benjamin","raw_affiliation_strings":["Knowledge Based Systems, Inc. 1 KBSI Place 1408 University Drive East College Station, TX 77840-2335"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Based Systems, Inc. 1 KBSI Place 1408 University Drive East College Station, TX 77840-2335","institution_ids":["https://openalex.org/I4210155382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020995726","display_name":"Madhav Erraguntla","orcid":"https://orcid.org/0000-0003-0017-5866"},"institutions":[{"id":"https://openalex.org/I4210155382","display_name":"Knowledge Based Systems (United States)","ror":"https://ror.org/04gtf4q04","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155382"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madhav Erraguntla","raw_affiliation_strings":["Knowledge Based Systems Laboratory Texas A&M University College Station, TX 77840-3131"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Based Systems Laboratory Texas A&M University College Station, TX 77840-3131","institution_ids":["https://openalex.org/I4210155382","https://openalex.org/I91045830"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103856142","display_name":"Richard J. Mayer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155382","display_name":"Knowledge Based Systems (United States)","ror":"https://ror.org/04gtf4q04","country_code":"US","type":"company","lineage":["https://openalex.org/I4210155382"]},{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Richard J. Mayer","raw_affiliation_strings":["Knowledge Based Systems Laboratory Texas A&M University College Station, TX 77840-3131"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Knowledge Based Systems Laboratory Texas A&M University College Station, TX 77840-3131","institution_ids":["https://openalex.org/I4210155382","https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9438,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.86642221,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"65","issue":"2","first_page":"116","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11798","display_name":"Optimal Experimental Design Methods","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9915000200271606,"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":"Product Development and Customization","score":0.9861000180244446,"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/robustness","display_name":"Robustness (evolution)","score":0.8373106718063354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7022874355316162},{"id":"https://openalex.org/keywords/taguchi-methods","display_name":"Taguchi methods","score":0.6904875040054321},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.5264124274253845},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3461233377456665},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17967316508293152},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17062872648239136},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1068795919418335}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8373106718063354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7022874355316162},{"id":"https://openalex.org/C83469408","wikidata":"https://www.wikidata.org/wiki/Q2036525","display_name":"Taguchi methods","level":2,"score":0.6904875040054321},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.5264124274253845},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3461233377456665},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17967316508293152},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17062872648239136},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1068795919418335},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/003754979506500204","is_oa":false,"landing_page_url":"https://doi.org/10.1177/003754979506500204","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1479802788","https://openalex.org/W1565124072","https://openalex.org/W1989153002","https://openalex.org/W2012018871","https://openalex.org/W2022232697","https://openalex.org/W2038125062","https://openalex.org/W2049782507","https://openalex.org/W2099737058","https://openalex.org/W2126378902","https://openalex.org/W2133402700","https://openalex.org/W2489822048","https://openalex.org/W3157701939","https://openalex.org/W4231000141","https://openalex.org/W4242186041","https://openalex.org/W4243442908"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2141801573","https://openalex.org/W2042858286","https://openalex.org/W2186534316","https://openalex.org/W1899929387","https://openalex.org/W2289064120","https://openalex.org/W2104509673","https://openalex.org/W2206153289","https://openalex.org/W2007081974","https://openalex.org/W2099737058"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"an":[3],"approach":[4,17,47],"to":[5,19,36,48,80],"design":[6,30,37,49,59,68,87],"systems":[7],"using":[8],"computer":[9],"simulation":[10],"experiments.":[11],"The":[12],"distinguishing":[13],"feature":[14],"of":[15,45,54,73],"the":[16,43,58,71,77],"is":[18],"develop":[20],"a":[21,28,62],"strategy":[22],"that":[23],"considers":[24],"system":[25,67,86],"robustness":[26,55],"as":[27],"major":[29,63],"criterion.":[31],"Motivated":[32],"by":[33],"Taguchi's":[34],"methods":[35],"robust":[38,50],"products,":[39],"our":[40,74],"research":[41,75],"investigates":[42],"utility":[44],"this":[46],"systems.":[51],"Explicit":[52],"consideration":[53],"upfront":[56],"in":[57],"process":[60],"represents":[61],"paradigm":[64],"shift":[65],"for":[66],"methodologies.":[69],"Consequently,":[70],"results":[72],"have":[76],"poten":[78],"tial":[79],"significantly":[81],"impact":[82],"future":[83],"simulation-":[84],"based":[85],"methods.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}