{"id":"https://openalex.org/W2104528283","doi":"https://doi.org/10.1109/acc.2006.1657307","title":"CFD-based adaptive flow control using ARMARKOV disturbance rejection","display_name":"CFD-based adaptive flow control using ARMARKOV disturbance rejection","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2104528283","doi":"https://doi.org/10.1109/acc.2006.1657307","mag":"2104528283"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2006.1657307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2006.1657307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 American Control Conference","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/A5104366159","display_name":"Marisa Rizzo","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.A. Rizzo","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081893178","display_name":"Mario Santillo","orcid":"https://orcid.org/0000-0001-9152-4747"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M.A. Santillo","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111869366","display_name":"Ashwani K. Padthe","orcid":null},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A.K. Padthe","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064538163","display_name":"Jesse B. Hoagg","orcid":"https://orcid.org/0000-0002-2302-2152"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J.B. Hoagg","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"[Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI, USA]","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101899576","display_name":"Suhail Akhtar","orcid":"https://orcid.org/0000-0001-6242-6179"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"S. Akhtar","raw_affiliation_strings":["National University of Science and Technology, Pakistan","National University of Sciences & Technology Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology, Pakistan","institution_ids":[]},{"raw_affiliation_string":"National University of Sciences & Technology Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038923330","display_name":"Kenneth G. Powell","orcid":"https://orcid.org/0000-0002-3708-8814"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Powell","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","Aerospace Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Aerospace Engineering","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009770702","display_name":"Dennis S. Bernstein","orcid":"https://orcid.org/0000-0003-0399-3039"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D.S. Bernstein","raw_affiliation_strings":["Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","Aerospace Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aerospace Engineering, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"Aerospace Engineering","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7523,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7273164,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"332","issue":null,"first_page":"6 pp.","last_page":"6 pp."},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computational-fluid-dynamics","display_name":"Computational fluid dynamics","score":0.7540141344070435},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7411957383155823},{"id":"https://openalex.org/keywords/disturbance","display_name":"Disturbance (geology)","score":0.6963050961494446},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5641392469406128},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.5440080165863037},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5007104873657227},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.48482266068458557},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.48438578844070435},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4455910325050354},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4380556643009186},{"id":"https://openalex.org/keywords/flow-control","display_name":"Flow control (data)","score":0.4379878342151642},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.43612807989120483},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.41962820291519165},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26163390278816223},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.2504359483718872},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2404971718788147},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1752634346485138},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.14887362718582153},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14397597312927246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0886983573436737},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.08787038922309875}],"concepts":[{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.7540141344070435},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7411957383155823},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.6963050961494446},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5641392469406128},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.5440080165863037},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5007104873657227},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.48482266068458557},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.48438578844070435},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4455910325050354},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4380556643009186},{"id":"https://openalex.org/C186766456","wikidata":"https://www.wikidata.org/wiki/Q612457","display_name":"Flow control (data)","level":2,"score":0.4379878342151642},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.43612807989120483},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.41962820291519165},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26163390278816223},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.2504359483718872},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2404971718788147},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1752634346485138},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.14887362718582153},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14397597312927246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0886983573436737},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.08787038922309875},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2006.1657307","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2006.1657307","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 American Control Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W109546027","https://openalex.org/W1495118071","https://openalex.org/W1545654816","https://openalex.org/W1741033055","https://openalex.org/W1965118954","https://openalex.org/W1968724784","https://openalex.org/W2017479642","https://openalex.org/W2057576183","https://openalex.org/W2085241251","https://openalex.org/W2095459644","https://openalex.org/W2098807191","https://openalex.org/W2110174063","https://openalex.org/W2111373976","https://openalex.org/W2112318786","https://openalex.org/W2127988437","https://openalex.org/W2130486894","https://openalex.org/W2134135319","https://openalex.org/W2135366359","https://openalex.org/W2136758295","https://openalex.org/W2161959044","https://openalex.org/W2163972713"],"related_works":["https://openalex.org/W2038604956","https://openalex.org/W2296560746","https://openalex.org/W2338222801","https://openalex.org/W2347583731","https://openalex.org/W2106602008","https://openalex.org/W2067832159","https://openalex.org/W2153353177","https://openalex.org/W3156121563","https://openalex.org/W2355389557","https://openalex.org/W3042931835"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"demonstrate":[4],"adaptive":[5,25],"flow":[6,57],"control":[7,80],"for":[8],"an":[9,21,40],"incompressible":[10],"viscous":[11],"fluid":[12],"through":[13],"a":[14,32,59],"two-dimensional":[15],"channel":[16],"without":[17],"the":[18,37,45,51,56,68,71,75,79,83,94,102],"use":[19],"of":[20,39,55,67,74],"analytical":[22],"model.":[23],"An":[24],"disturbance":[26,43,95],"rejection":[27,96],"algorithm":[28,63],"is":[29,50,98],"implemented":[30],"within":[31],"CFD":[33,90],"simulation":[34],"to":[35,82,93,100],"reduce":[36],"effects":[38],"unknown":[41],"velocity":[42,53],"on":[44,89],"performance":[46,84],"variable":[47],"z,":[48],"which":[49],"transverse":[52],"component":[54],"at":[58],"downstream":[60],"location.":[61],"The":[62],"requires":[64],"minimal":[65],"knowledge":[66],"system,":[69],"specifically,":[70],"numerator":[72],"coefficients":[73],"transfer":[76],"function":[77],"from":[78],"input":[81],"variable.":[85],"System":[86],"identification,":[87],"based":[88],"simulations":[91],"prior":[92],"simulations,":[97],"used":[99],"identify":[101],"required":[103],"parameters.":[104]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}