{"id":"https://openalex.org/W3006934649","doi":"https://doi.org/10.1109/tase.2020.2969884","title":"Sequential Online Dispatch in Design of Experiments for Single- and Multiple-Response Surrogate Modeling","display_name":"Sequential Online Dispatch in Design of Experiments for Single- and Multiple-Response Surrogate Modeling","publication_year":2020,"publication_date":"2020-02-20","ids":{"openalex":"https://openalex.org/W3006934649","doi":"https://doi.org/10.1109/tase.2020.2969884","mag":"3006934649"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2020.2969884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2020.2969884","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","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/A5006711461","display_name":"Mohammadkazem Sadoughi","orcid":"https://orcid.org/0000-0002-6106-3318"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]},{"id":"https://openalex.org/I71001175","display_name":"National Oilwell Varco (United States)","ror":"https://ror.org/03h7zc707","country_code":"US","type":"company","lineage":["https://openalex.org/I71001175"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammadkazem Sadoughi","raw_affiliation_strings":["Mechanical Engineering Department, Iowa State University, Ames, IA, USA","National Oilwell Varco, Houston, TX, USA"],"raw_orcid":"https://orcid.org/0000-0002-6106-3318","affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]},{"raw_affiliation_string":"National Oilwell Varco, Houston, TX, USA","institution_ids":["https://openalex.org/I71001175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034420112","display_name":"Chao Hu","orcid":"https://orcid.org/0000-0001-9228-7675"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chao Hu","raw_affiliation_strings":["Electrical and Computer Engineering Department, Iowa State University, Ames, IA, USA","Mechanical Engineering Department, Iowa State University, Ames, IA, USA"],"raw_orcid":"https://orcid.org/0000-0001-9228-7675","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]},{"raw_affiliation_string":"Mechanical Engineering Department, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065748413","display_name":"Behnam Moghadassian","orcid":null},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behnam Moghadassian","raw_affiliation_strings":["Aerospace Engineering Department, Iowa State University, Ames, IA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Engineering Department, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023997097","display_name":"Anupam Sharma","orcid":"https://orcid.org/0000-0002-8198-3891"},"institutions":[{"id":"https://openalex.org/I173911158","display_name":"Iowa State University","ror":"https://ror.org/04rswrd78","country_code":"US","type":"education","lineage":["https://openalex.org/I173911158"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anupam Sharma","raw_affiliation_strings":["Aerospace Engineering Department, Iowa State University, Ames, IA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8198-3891","affiliations":[{"raw_affiliation_string":"Aerospace Engineering Department, Iowa State University, Ames, IA, USA","institution_ids":["https://openalex.org/I173911158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007851461","display_name":"Joseph A. Beck","orcid":"https://orcid.org/0000-0001-6179-8894"},"institutions":[{"id":"https://openalex.org/I4210091810","display_name":"Medtronic (United States)","ror":"https://ror.org/00grd1h17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Beck","raw_affiliation_strings":["Medtronic, Inc., Mounds View, MN, USA","Perceptive Engineering Analytics, LLC, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0001-6179-8894","affiliations":[{"raw_affiliation_string":"Medtronic, Inc., Mounds View, MN, USA","institution_ids":["https://openalex.org/I4210091810"]},{"raw_affiliation_string":"Perceptive Engineering Analytics, LLC, Minneapolis, MN, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074254392","display_name":"Danielle Mathiesen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091810","display_name":"Medtronic (United States)","ror":"https://ror.org/00grd1h17","country_code":"US","type":"company","lineage":["https://openalex.org/I4210091810"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danielle Mathiesen","raw_affiliation_strings":["Medtronic, Inc., Mounds View, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medtronic, Inc., Mounds View, MN, USA","institution_ids":["https://openalex.org/I4210091810"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4371,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67539476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"17","issue":"4","first_page":"1674","last_page":"1688"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9987999796867371,"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/T10680","display_name":"Wind Energy Research and Development","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/surrogate-model","display_name":"Surrogate model","score":0.5126373171806335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4887787997722626},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34969842433929443},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3347797095775604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17160522937774658},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1221228539943695}],"concepts":[{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.5126373171806335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4887787997722626},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34969842433929443},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3347797095775604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17160522937774658},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1221228539943695}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2020.2969884","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2020.2969884","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"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 Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1929705180","display_name":null,"funder_award_id":"CNS-1566579","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307813","display_name":"Medtronic","ror":"https://ror.org/00grd1h17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W61667912","https://openalex.org/W107619411","https://openalex.org/W1480330138","https://openalex.org/W1502922572","https://openalex.org/W1510052597","https://openalex.org/W1563612452","https://openalex.org/W1607436637","https://openalex.org/W1871676304","https://openalex.org/W1964490787","https://openalex.org/W1967795091","https://openalex.org/W1978137304","https://openalex.org/W1981347877","https://openalex.org/W2007535697","https://openalex.org/W2008209437","https://openalex.org/W2017539967","https://openalex.org/W2018044188","https://openalex.org/W2025774046","https://openalex.org/W2031295804","https://openalex.org/W2039482267","https://openalex.org/W2048711666","https://openalex.org/W2054889324","https://openalex.org/W2054972185","https://openalex.org/W2059013163","https://openalex.org/W2063180182","https://openalex.org/W2073171195","https://openalex.org/W2090766112","https://openalex.org/W2092984401","https://openalex.org/W2106944478","https://openalex.org/W2108439060","https://openalex.org/W2151794096","https://openalex.org/W2156677085","https://openalex.org/W2158125716","https://openalex.org/W2160895881","https://openalex.org/W2170492412","https://openalex.org/W2192203593","https://openalex.org/W2204394100","https://openalex.org/W2331559015","https://openalex.org/W2332048260","https://openalex.org/W2501247372","https://openalex.org/W2537231186","https://openalex.org/W2547266802","https://openalex.org/W2594125371","https://openalex.org/W2603910904","https://openalex.org/W2610077253","https://openalex.org/W2736051341","https://openalex.org/W2883857478","https://openalex.org/W2899565748","https://openalex.org/W2951627365","https://openalex.org/W2962998905","https://openalex.org/W3004784263","https://openalex.org/W3081274109","https://openalex.org/W3123229529","https://openalex.org/W3126133291","https://openalex.org/W4211049957","https://openalex.org/W4230798657","https://openalex.org/W6629804754","https://openalex.org/W6636456081","https://openalex.org/W6639099100","https://openalex.org/W6676169587","https://openalex.org/W6682509451","https://openalex.org/W6736456455","https://openalex.org/W6736877873"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2388894467","https://openalex.org/W2995841625","https://openalex.org/W3081404265","https://openalex.org/W2023823900","https://openalex.org/W2073361939","https://openalex.org/W2474854304","https://openalex.org/W2198736978","https://openalex.org/W3028247601","https://openalex.org/W4288828635"],"abstract_inverted_index":{"As":[0],"parallel":[1,59,320],"computing":[2,321],"becomes":[3],"increasingly":[4],"important":[5,249],"in":[6,29,34,43,58,130,158,237,285,300,303,318],"many":[7],"real-world":[8],"applications,":[9],"a":[10,18,80,113,231,319],"batch":[11,19,293],"sequential":[12,40,294],"experimental":[13,289,315],"design":[14,44,143,251,350],"(BSED),":[15],"which":[16,240],"adds":[17],"of":[20,45,94,126,144,152,163,195,214,226,234,351],"computer":[21,208,325],"experiments":[22,46],"per":[23],"iteration":[24],"and":[25,50,104,134,169,203,267,296,313,337],"runs":[26],"these":[27,215,298],"simulations":[28,209,218],"parallel,":[30],"is":[31,128,165,248],"gaining":[32],"popularity":[33],"surrogate":[35,52,102,110,265,279],"modeling.":[36],"This":[37],"article":[38,287],"proposes":[39],"online":[41],"dispatch":[42],"(SODDE)":[47],"for":[48,167,228,276,311],"single-":[49],"multiple-response":[51],"modeling":[53],"when":[54,112],"multiple":[55],"processors":[56],"work":[57],"but":[60],"not":[61],"independently.":[62],"The":[63,124,138,150,281],"proposed":[64,358],"method":[65,283,359],"includes":[66],"several":[67],"unique":[68],"features:":[69],"1)":[70],"it":[71,89,98,106],"works":[72],"with":[73],"any":[74],"popular":[75],"acquisition":[76],"function":[77],"to":[78,172,180,184,191,250,291,331,334,366],"select":[79],"single":[81],"new":[82,282],"sample":[83],"point":[84],"at":[85,268],"each":[86],"iteration;":[87],"2)":[88],"minimizes":[90],"the":[91,101,109,118,122,159,176,193,212,217,242,258,269,273,278,309,324,348,357,361],"idle":[92],"time":[93,336],"all":[95],"processors;":[96],"3)":[97],"rapidly":[99],"updates":[100],"model;":[103],"4)":[105],"dynamically":[107],"reconstructs":[108],"model":[111],"simulation":[114,186,254,261],"process":[115,255],"aborts,":[116],"minimizing":[117],"impact":[119],"incurred":[120],"by":[121,178,263,364],"abortion.":[123],"effectiveness":[125],"SODDE":[127,174],"evaluated":[129],"one":[131,135,238],"mathematical":[132],"example":[133],"industrial":[136,345],"problem.":[137],"latter":[139],"problem":[140,346],"considers":[141],"blade":[142,154],"horizontal":[145],"axis":[146],"wind":[147,204,352],"turbines":[148],"(HAWTs).":[149],"cost":[151],"finding":[153],"geometry":[155],"that":[156,256,356],"results":[157,342],"desired":[160],"aerodynamic":[161],"behavior":[162,194],"HAWTs":[164],"estimated":[166],"BSED":[168],"SODDE.":[170],"Relative":[171],"BSED,":[173],"reduces":[175,360],"costs":[177,275,363],"up":[179,365],"approximately":[181,367],"31%.":[182],"Note":[183],"Practitioners-Computer":[185],"models":[187,262],"are":[188],"often":[189],"used":[190],"represent":[192],"complex":[196,314],"engineered":[197],"systems,":[198,216],"such":[199],"as":[200],"automobiles,":[201],"aircraft,":[202],"turbines.":[205],"Although":[206],"running":[207],"allows":[210,288],"analyzing":[211],"performance":[213,243],"can":[219],"still":[220],"be":[221,332],"computationally":[222],"costly":[223],"(e.g.,":[224],"hours":[225],"runtime":[227],"numerically":[229],"solving":[230],"large":[232],"number":[233],"differential":[235],"equations":[236],"simulation),":[239],"makes":[241],"analysis":[244,341],"task":[245],"challenging.":[246],"It":[247],"an":[252,344,370],"innovative":[253],"replaces":[257],"original":[259],"expensive":[260],"cheap-to-build":[264],"models,":[266],"same":[270],"time,":[271],"minimize":[272],"computational":[274,362],"building":[277],"models.":[280],"developed":[284],"this":[286],"designers":[290],"run":[292,297],"iterations":[295,299],"parallel.":[301],"This,":[302],"engineering":[304],"practice,":[305],"will":[306],"help":[307],"meet":[308],"need":[310],"long":[312],"designs":[316],"scenarios":[317],"environment,":[322],"where":[323],"\u201cup":[326],"time\u201d":[327],"(or":[328],"runtime)":[329],"needs":[330],"maximized":[333],"save":[335],"ultimately,":[338],"money.":[339],"Cost":[340],"from":[343],"involving":[347],"inverse":[349],"turbine":[353],"blades":[354],"suggest":[355],"31%":[368],"over":[369],"existing":[371],"method.":[372]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
