{"id":"https://openalex.org/W2914687916","doi":"https://doi.org/10.1109/cdc.2018.8619006","title":"Moving Horizon Trend Identification Based on Switching Models for Data Driven Decomposition of Fluid Flows","display_name":"Moving Horizon Trend Identification Based on Switching Models for Data Driven Decomposition of Fluid Flows","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914687916","doi":"https://doi.org/10.1109/cdc.2018.8619006","mag":"2914687916"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2018.8619006","is_oa":true,"landing_page_url":"https://doi.org/10.1109/cdc.2018.8619006","pdf_url":"https://iris.unige.it/bitstream/11567/929052/2/dmd_mhe.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iris.unige.it/bitstream/11567/929052/2/dmd_mhe.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012147438","display_name":"A. Alessandri","orcid":"https://orcid.org/0000-0001-6878-9106"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Alessandri","raw_affiliation_strings":["DIME, University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIME, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039331556","display_name":"Patrizia Bagnerini","orcid":"https://orcid.org/0000-0003-1743-1512"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"P. Bagnerini","raw_affiliation_strings":["DIME, University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIME, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017942383","display_name":"Mauro Gaggero","orcid":"https://orcid.org/0000-0002-5048-4141"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Gaggero","raw_affiliation_strings":["National Research Council of Italy, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Genoa, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008577495","display_name":"Davide Lengani","orcid":"https://orcid.org/0000-0001-6347-0817"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Lengani","raw_affiliation_strings":["DIME, University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIME, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090937006","display_name":"Daniele Simoni","orcid":"https://orcid.org/0000-0003-4161-0721"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Simoni","raw_affiliation_strings":["DIME, University of Genoa, Genoa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIME, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6765,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.71088621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2138","last_page":"2143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9993000030517578,"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":0.9993000030517578,"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/T10360","display_name":"Fluid Dynamics and Turbulent Flows","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11254","display_name":"Fluid Dynamics and Vibration Analysis","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/dynamic-mode-decomposition","display_name":"Dynamic mode decomposition","score":0.9342619180679321},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5234360694885254},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5114127993583679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4805908203125},{"id":"https://openalex.org/keywords/particle-image-velocimetry","display_name":"Particle image velocimetry","score":0.4561355710029602},{"id":"https://openalex.org/keywords/fluid-dynamics","display_name":"Fluid dynamics","score":0.4445548951625824},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.44353240728378296},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4285631477832794},{"id":"https://openalex.org/keywords/fluid-mechanics","display_name":"Fluid mechanics","score":0.4244092106819153},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4095604717731476},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39399442076683044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35332971811294556},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.2258003056049347},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18386220932006836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15021300315856934}],"concepts":[{"id":"https://openalex.org/C2777032711","wikidata":"https://www.wikidata.org/wiki/Q5318993","display_name":"Dynamic mode decomposition","level":2,"score":0.9342619180679321},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5234360694885254},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5114127993583679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4805908203125},{"id":"https://openalex.org/C207857233","wikidata":"https://www.wikidata.org/wiki/Q1756248","display_name":"Particle image velocimetry","level":3,"score":0.4561355710029602},{"id":"https://openalex.org/C90278072","wikidata":"https://www.wikidata.org/wiki/Q216320","display_name":"Fluid dynamics","level":2,"score":0.4445548951625824},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.44353240728378296},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4285631477832794},{"id":"https://openalex.org/C43133876","wikidata":"https://www.wikidata.org/wiki/Q172145","display_name":"Fluid mechanics","level":2,"score":0.4244092106819153},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4095604717731476},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39399442076683044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35332971811294556},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.2258003056049347},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18386220932006836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15021300315856934},{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc.2018.8619006","is_oa":true,"landing_page_url":"https://doi.org/10.1109/cdc.2018.8619006","pdf_url":"https://iris.unige.it/bitstream/11567/929052/2/dmd_mhe.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/929052.4","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/929052","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1109/cdc.2018.8619006","is_oa":true,"landing_page_url":"https://doi.org/10.1109/cdc.2018.8619006","pdf_url":"https://iris.unige.it/bitstream/11567/929052/2/dmd_mhe.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2914687916.pdf","grobid_xml":"https://content.openalex.org/works/W2914687916.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1595837842","https://openalex.org/W1990837304","https://openalex.org/W2014356541","https://openalex.org/W2034745144","https://openalex.org/W2037914955","https://openalex.org/W2040690030","https://openalex.org/W2042512542","https://openalex.org/W2065832725","https://openalex.org/W2078948595","https://openalex.org/W2094677093","https://openalex.org/W2122572396","https://openalex.org/W2141179401","https://openalex.org/W2143558629","https://openalex.org/W2156031166","https://openalex.org/W2160375049","https://openalex.org/W2293429011","https://openalex.org/W2554418162","https://openalex.org/W2580426207","https://openalex.org/W2734706850","https://openalex.org/W2734942477","https://openalex.org/W2783672081","https://openalex.org/W6747792634"],"related_works":["https://openalex.org/W4321253259","https://openalex.org/W1018881715","https://openalex.org/W318573607","https://openalex.org/W1992255842","https://openalex.org/W970720758","https://openalex.org/W4241381102","https://openalex.org/W1585122541","https://openalex.org/W2001619895","https://openalex.org/W4232804612","https://openalex.org/W637593606"],"abstract_inverted_index":{"Modal":[0],"decomposition":[1,15,84,142],"is":[2,64,97,112,135],"popular":[3],"in":[4],"fluid":[5,92,120,161],"mechanics,":[6],"especially":[7],"for":[8],"data-driven":[9],"analysis.":[10],"In":[11],"particular,":[12],"dynamic":[13,82,140],"mode":[14,83,141],"allows":[16],"to":[17,45,66,85,114],"identify":[18,67,123],"the":[19,31,53,68,71,74,79,88,116,119,130,157],"modes":[20,36],"that":[21,76],"describe":[22],"complex":[23],"phenomenona,":[24],"such":[25],"as":[26,99,150],"those":[27],"physically":[28],"modelled":[29,98],"by":[30,152,164],"Navier-Stokes":[32],"equation.":[33],"The":[34,94,127,137],"identified":[35],"are":[37],"associated":[38],"with":[39],"residuals,":[40],"which":[41],"can":[42],"be":[43],"used":[44],"detect":[46],"a":[47,56,100,106,165],"meaningful":[48],"change":[49],"of":[50,55,70,73,81,91,108,118,125,129,139,156,160],"regime,":[51],"e.g.,":[52],"formation":[54],"vortex.":[57],"Toward":[58],"this":[59],"end,":[60],"moving":[61,109,144],"horizon":[62,110,145],"estimation":[63,111,132,146],"applied":[65],"trend":[69,95],"norm":[72],"residuals":[75],"result":[77],"from":[78],"application":[80],"automatically":[86],"classify":[87],"time":[89],"evolution":[90],"flows.":[93],"dynamics":[96],"switching":[101],"nonlinear":[102],"system":[103],"and":[104,121,143],"hence":[105],"problem":[107],"solved":[113],"monitor":[115],"behavior":[117],"quickly":[122],"changes":[124],"regime.":[126],"stability":[128],"resulting":[131],"error":[133],"given":[134],"proved.":[136],"combination":[138],"provides":[147],"successful":[148],"results":[149],"shown":[151],"processing":[153],"experimental":[154],"datasets":[155],"velocity":[158],"field":[159],"flows":[162],"obtained":[163],"particle":[166],"image":[167],"velocimetry.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
