{"id":"https://openalex.org/W2515852313","doi":"https://doi.org/10.1109/med.2016.7535993","title":"State monitoring of systems augmented by model reference adaptive control using analytic time-series forecasting","display_name":"State monitoring of systems augmented by model reference adaptive control using analytic time-series forecasting","publication_year":2016,"publication_date":"2016-06-01","ids":{"openalex":"https://openalex.org/W2515852313","doi":"https://doi.org/10.1109/med.2016.7535993","mag":"2515852313"},"language":"en","primary_location":{"id":"doi:10.1109/med.2016.7535993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2016.7535993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://mediatum.ub.tum.de/node?id=1327484","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112073294","display_name":"Maximilian M\u00fchlegg","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian Muhlegg","raw_affiliation_strings":["Institute of Flight System Dynamics, Technische, Universit\u00e4t Miinchen, Garching b. M\u00fcnchen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Flight System Dynamics, Technische, Universit\u00e4t Miinchen, Garching b. M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073739058","display_name":"Girish Chowdhary","orcid":"https://orcid.org/0000-0002-4657-307X"},"institutions":[{"id":"https://openalex.org/I2800216316","display_name":"Oklahoma State University System","ror":"https://ror.org/045ntgf29","country_code":"US","type":"education","lineage":["https://openalex.org/I2800216316"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Girish Chowdhary","raw_affiliation_strings":["Oklahoma State University System, Stillwater, OK, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oklahoma State University System, Stillwater, OK, US","institution_ids":["https://openalex.org/I2800216316"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077586145","display_name":"Florian Holzapfel","orcid":"https://orcid.org/0000-0003-4733-9186"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Holzapfel","raw_affiliation_strings":["Institute of Flight System Dynamics, Technische, Universit\u00e4t Miinchen, Garching b. M\u00fcnchen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Flight System Dynamics, Technische, Universit\u00e4t Miinchen, Garching b. M\u00fcnchen, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"33","issue":null,"first_page":"437","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11236","display_name":"Control Systems and Identification","score":0.9937999844551086,"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":0.9890000224113464,"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/computer-science","display_name":"Computer science","score":0.6879834532737732},{"id":"https://openalex.org/keywords/aerospace","display_name":"Aerospace","score":0.6203894019126892},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5098416209220886},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5095832347869873},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5011298656463623},{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.4569852650165558},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.43739283084869385},{"id":"https://openalex.org/keywords/closing","display_name":"Closing (real estate)","score":0.4351850152015686},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.43510931730270386},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.420645147562027},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4127143621444702},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.40289056301116943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3136170506477356},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.3098835349082947},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2965993881225586},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21384593844413757},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14435002207756042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879834532737732},{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.6203894019126892},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5098416209220886},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5095832347869873},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5011298656463623},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.4569852650165558},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.43739283084869385},{"id":"https://openalex.org/C2778775528","wikidata":"https://www.wikidata.org/wiki/Q5135432","display_name":"Closing (real estate)","level":2,"score":0.4351850152015686},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.43510931730270386},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.420645147562027},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4127143621444702},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.40289056301116943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3136170506477356},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3098835349082947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2965993881225586},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21384593844413757},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14435002207756042},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/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":2,"locations":[{"id":"doi:10.1109/med.2016.7535993","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2016.7535993","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 24th Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1327484","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1327484","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:mediatum.ub.tum.de:node/1327484","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1327484","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W304861154","https://openalex.org/W648594167","https://openalex.org/W1546496647","https://openalex.org/W1572161815","https://openalex.org/W1574194948","https://openalex.org/W1594541758","https://openalex.org/W1792460572","https://openalex.org/W1920062304","https://openalex.org/W1981146152","https://openalex.org/W2003233927","https://openalex.org/W2003536328","https://openalex.org/W2044987129","https://openalex.org/W2050433053","https://openalex.org/W2052369206","https://openalex.org/W2064216032","https://openalex.org/W2067603665","https://openalex.org/W2068301929","https://openalex.org/W2078516412","https://openalex.org/W2085330455","https://openalex.org/W2089551119","https://openalex.org/W2092306112","https://openalex.org/W2104052066","https://openalex.org/W2129564505","https://openalex.org/W2146278934","https://openalex.org/W2152564753","https://openalex.org/W2152842312","https://openalex.org/W2168826207","https://openalex.org/W6672285652","https://openalex.org/W6673683098"],"related_works":["https://openalex.org/W2950573157","https://openalex.org/W4225795411","https://openalex.org/W2517007886","https://openalex.org/W2383994331","https://openalex.org/W2809744190","https://openalex.org/W2116422677","https://openalex.org/W1522019333","https://openalex.org/W3121919567","https://openalex.org/W2511013388","https://openalex.org/W2076369646"],"abstract_inverted_index":{"Certification":[0],"of":[1,58],"adaptive":[2],"control":[3],"algorithms":[4],"for":[5,49,98],"use":[6],"on":[7,76],"aerospace":[8,17],"applications":[9],"has":[10],"not":[11],"yet":[12],"been":[13],"accomplished":[14],"in":[15,37,79,117],"the":[16,77,80,87,94,110,115],"industry.":[18],"According":[19],"to":[20,73],"an":[21,34],"emerging":[22],"consensus":[23],"between":[24],"various":[25],"authors,":[26],"online":[27,56],"monitoring":[28,47],"and":[29],"health":[30],"assessment":[31],"will":[32,106],"play":[33],"integral":[35],"role":[36],"closing":[38],"this":[39,42,65],"gap.":[40],"In":[41],"paper":[43],"we":[44],"propose":[45],"a":[46,74,99,103],"system":[48,81,88],"Model":[50],"Reference":[51],"Adaptive":[52],"Controllers,":[53],"which":[54,71],"enables":[55],"detection":[57],"future":[59],"state":[60,104],"requirement":[61,105],"violations.":[62],"We":[63,113],"achieve":[64],"by":[66],"employing":[67],"Gaussian":[68],"Process":[69],"regression,":[70],"leads":[72],"belief":[75],"uncertainty":[78],"dynamics.":[82],"Using":[83],"analytic":[84],"time-series":[85],"forecasting,":[86],"dynamics":[89],"can":[90],"be":[91,107],"projected":[92],"into":[93],"future,":[95],"thus":[96],"allowing":[97],"statistical":[100],"assertion":[101],"whether":[102],"violated":[108],"during":[109],"prediction":[111],"horizon.":[112],"show":[114],"concept":[116],"numerical":[118],"simulation.":[119]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
