{"id":"https://openalex.org/W3011833225","doi":"https://doi.org/10.1109/cdc40024.2019.9029593","title":"Robust Nonlinear State Estimation for Thermal-Fluid Models Using Reduced-Order Models: The Case of the Boussinesq Equations","display_name":"Robust Nonlinear State Estimation for Thermal-Fluid Models Using Reduced-Order Models: The Case of the Boussinesq Equations","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3011833225","doi":"https://doi.org/10.1109/cdc40024.2019.9029593","mag":"3011833225"},"language":"en","primary_location":{"id":"doi:10.1109/cdc40024.2019.9029593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9029593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","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/A5053957972","display_name":"Mouhacine Benosman","orcid":"https://orcid.org/0000-0002-0154-454X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mouhacine Benosman","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032389517","display_name":"Jeff Borggaard","orcid":"https://orcid.org/0000-0002-4023-7841"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeff Borggaard","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053957972"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4344,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63071743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2157","last_page":"2162s"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9995999932289124,"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":0.9995999932289124,"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/T11236","display_name":"Control Systems and Identification","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9969000220298767,"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/robustness","display_name":"Robustness (evolution)","score":0.8186612129211426},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7453599572181702},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6789585947990417},{"id":"https://openalex.org/keywords/proper-orthogonal-decomposition","display_name":"Proper orthogonal decomposition","score":0.5485693216323853},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.5119336843490601},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.45993518829345703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4532895088195801},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4496288597583771},{"id":"https://openalex.org/keywords/robust-control","display_name":"Robust control","score":0.4486992061138153},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3914148211479187},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.38675034046173096},{"id":"https://openalex.org/keywords/point-of-delivery","display_name":"Point of delivery","score":0.19865074753761292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12811529636383057},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.11971503496170044},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.09106433391571045}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8186612129211426},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7453599572181702},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6789585947990417},{"id":"https://openalex.org/C2984998066","wikidata":"https://www.wikidata.org/wiki/Q105037988","display_name":"Proper orthogonal decomposition","level":3,"score":0.5485693216323853},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.5119336843490601},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.45993518829345703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4532895088195801},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4496288597583771},{"id":"https://openalex.org/C31531917","wikidata":"https://www.wikidata.org/wiki/Q915157","display_name":"Robust control","level":3,"score":0.4486992061138153},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3914148211479187},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.38675034046173096},{"id":"https://openalex.org/C137776501","wikidata":"https://www.wikidata.org/wiki/Q7208270","display_name":"Point of delivery","level":2,"score":0.19865074753761292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12811529636383057},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.11971503496170044},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.09106433391571045},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc40024.2019.9029593","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9029593","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W585700782","https://openalex.org/W1978841944","https://openalex.org/W1980031827","https://openalex.org/W2014288873","https://openalex.org/W2017745440","https://openalex.org/W2027962139","https://openalex.org/W2072402102","https://openalex.org/W2132875296","https://openalex.org/W2134084491","https://openalex.org/W2158500963","https://openalex.org/W2162706063","https://openalex.org/W2254437089","https://openalex.org/W2337305132","https://openalex.org/W2555043455","https://openalex.org/W2752161554","https://openalex.org/W2794923644","https://openalex.org/W2958460318","https://openalex.org/W3104037750","https://openalex.org/W3201048512","https://openalex.org/W6679932814","https://openalex.org/W6683937868"],"related_works":["https://openalex.org/W3013085049","https://openalex.org/W1560496689","https://openalex.org/W1992739770","https://openalex.org/W4386900933","https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W4229058035","https://openalex.org/W2560201613","https://openalex.org/W196429367","https://openalex.org/W1980376593"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,14,42],"method":[3],"for":[4,13],"designing":[5],"robust,":[6],"proper":[7],"orthogonal":[8],"decomposition":[9],"(POD)-based,":[10],"low-order":[11],"observers":[12],"class":[15],"of":[16,55,71],"spectral":[17],"infinite-dimensional":[18],"nonlinear":[19],"systems.":[20],"Robustness":[21],"to":[22,51],"bounded":[23],"model":[24],"uncertainties":[25],"is":[26],"incorporated":[27],"using":[28,63],"the":[29,38,48,53,56,64,69,72],"Lyapunov":[30],"reconstruction":[31],"approach":[32],"from":[33],"robust":[34],"control":[35],"theory.":[36],"Furthermore,":[37],"proposed":[39,73],"methodology":[40],"includes":[41],"data-driven":[43],"learning":[44],"algorithm":[45],"that":[46],"auto-tunes":[47],"observer":[49],"gains":[50],"optimize":[52],"performance":[54],"state":[57],"estimation.":[58],"A":[59],"challenging":[60],"numerical":[61],"example":[62],"2D":[65],"Boussinesq":[66],"equations":[67],"demonstrates":[68],"effectiveness":[70],"observer.":[74]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
