{"id":"https://openalex.org/W4286306135","doi":"https://doi.org/10.23919/ascc56756.2022.9828202","title":"Automatically estimated meals in Model Predictive Control-Moving Horizon Estimation control strategy","display_name":"Automatically estimated meals in Model Predictive Control-Moving Horizon Estimation control strategy","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4286306135","doi":"https://doi.org/10.23919/ascc56756.2022.9828202"},"language":"en","primary_location":{"id":"doi:10.23919/ascc56756.2022.9828202","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828202","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","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/A5055832332","display_name":"M\u00e1t\u00e9 Siket","orcid":"https://orcid.org/0000-0002-4425-5588"},"institutions":[{"id":"https://openalex.org/I4210117195","display_name":"Institute for Computer Science and Control","ror":"https://ror.org/0249v7n71","country_code":"HU","type":"facility","lineage":["https://openalex.org/I4210117195","https://openalex.org/I7597260"]},{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Mate Siket","raw_affiliation_strings":["&#x00D3;buda University,Physiological Controls Research Center","Institute for Computer Science and Control, Budapest, Hungary"],"affiliations":[{"raw_affiliation_string":"&#x00D3;buda University,Physiological Controls Research Center","institution_ids":["https://openalex.org/I2801419141"]},{"raw_affiliation_string":"Institute for Computer Science and Control, Budapest, Hungary","institution_ids":["https://openalex.org/I4210117195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054295255","display_name":"Kamilla Nov\u00e1k","orcid":null},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Kamilla Novak","raw_affiliation_strings":["&#x00D3;buda University,Physiological Controls Research Center"],"affiliations":[{"raw_affiliation_string":"&#x00D3;buda University,Physiological Controls Research Center","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021051122","display_name":"Levente Kov\u00e1cs","orcid":"https://orcid.org/0000-0002-3188-0800"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Levente Kovacs","raw_affiliation_strings":["&#x00D3;buda University,Physiological Controls Research Center"],"affiliations":[{"raw_affiliation_string":"&#x00D3;buda University,Physiological Controls Research Center","institution_ids":["https://openalex.org/I2801419141"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077451025","display_name":"Gy\u00f6rgy Eigner","orcid":"https://orcid.org/0000-0001-8038-2210"},"institutions":[{"id":"https://openalex.org/I2801419141","display_name":"Buda Health Center","ror":"https://ror.org/00yx04352","country_code":"HU","type":"healthcare","lineage":["https://openalex.org/I2801419141"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Gyorgy Eigner","raw_affiliation_strings":["&#x00D3;buda University,Physiological Controls Research Center"],"affiliations":[{"raw_affiliation_string":"&#x00D3;buda University,Physiological Controls Research Center","institution_ids":["https://openalex.org/I2801419141"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055832332"],"corresponding_institution_ids":["https://openalex.org/I2801419141","https://openalex.org/I4210117195"],"apc_list":null,"apc_paid":null,"fwci":0.353,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39407333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1367","last_page":"1372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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"}},{"id":"https://openalex.org/T10839","display_name":"Pancreatic function and diabetes","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7837756872177124},{"id":"https://openalex.org/keywords/artificial-pancreas","display_name":"Artificial pancreas","score":0.7712264060974121},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5585358142852783},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5379761457443237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5068369507789612},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.46735408902168274},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4537215530872345},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42046529054641724},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.41608840227127075},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.39576756954193115},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31092095375061035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21838471293449402},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.06751829385757446},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06181955337524414}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7837756872177124},{"id":"https://openalex.org/C2780353609","wikidata":"https://www.wikidata.org/wiki/Q1569064","display_name":"Artificial pancreas","level":4,"score":0.7712264060974121},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5585358142852783},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5379761457443237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5068369507789612},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.46735408902168274},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4537215530872345},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42046529054641724},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.41608840227127075},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39576756954193115},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31092095375061035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21838471293449402},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.06751829385757446},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06181955337524414},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ascc56756.2022.9828202","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828202","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 13th Asian Control Conference (ASCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.sztaki.hu:10496","is_oa":false,"landing_page_url":"https://eprints.sztaki.hu/10496/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401907","display_name":"SZTAKI Publication Repository (Hungarian Academy of Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7597260","host_organization_name":"Hungarian Academy of Sciences","host_organization_lineage":["https://openalex.org/I7597260"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334111","display_name":"Innovation Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2061310674","https://openalex.org/W2102177878","https://openalex.org/W2168814550","https://openalex.org/W2560176472","https://openalex.org/W2771570009","https://openalex.org/W2783941344","https://openalex.org/W2879350169","https://openalex.org/W2993729518","https://openalex.org/W3007048396","https://openalex.org/W3013045429","https://openalex.org/W3034950318","https://openalex.org/W3084966355","https://openalex.org/W3139816037","https://openalex.org/W3165353161","https://openalex.org/W3202629367","https://openalex.org/W3205278174","https://openalex.org/W3211302583","https://openalex.org/W4251024053","https://openalex.org/W4254062123"],"related_works":["https://openalex.org/W3045686306","https://openalex.org/W2738991502","https://openalex.org/W2164660185","https://openalex.org/W1990079087","https://openalex.org/W2069674199","https://openalex.org/W2187535199","https://openalex.org/W1983239481","https://openalex.org/W4388918553","https://openalex.org/W2045122720","https://openalex.org/W4384519321"],"abstract_inverted_index":{"Current":[0],"artificial":[1],"pancreas":[2],"systems":[3],"rely":[4],"on":[5,39,105,127],"the":[6,10,15,33,40,45,49,53,59,63,84,89,106,110,113,119,124,128],"carbohydrate":[7,16,85],"counting":[8,86],"of":[9,44,52,58,66,88,100,112,118],"patients.":[11],"This":[12],"article":[13],"investigates":[14],"estimation":[17,28],"possibility":[18],"in":[19,32,91],"a":[20,97],"model":[21],"predictive":[22],"control":[23,94],"(MPC)":[24],"-":[25],"moving":[26],"horizon":[27],"(MHE)":[29],"strategy.":[30],"Errors":[31],"meal":[34],"estimations":[35],"are":[36,68,102],"evaluated":[37],"based":[38],"1-step-ahead":[41],"prediction":[42],"accuracy":[43,87],"controller,":[46],"to":[47,80],"examine":[48],"short-term":[50],"validity":[51],"estimated":[54],"parameters.":[55],"The":[56,73],"effect":[57,126],"sensor":[60],"noise":[61],"and":[62],"available":[64],"number":[65,99],"measurements":[67,101],"also":[69],"taken":[70],"into":[71],"account.":[72],"results":[74],"suggest":[75],"that":[76],"it":[77],"is":[78],"able":[79],"achieve":[81],"or":[82,116],"surpass":[83],"patients":[90],"an":[92],"MPCMHE":[93],"strategy":[95],"if":[96],"sufficient":[98],"available.":[103],"Depending":[104],"time":[107,120],"passed":[108],"since":[109],"consumption":[111],"meal,":[114],"under-":[115],"overestimation":[117],"constant":[121],"can":[122],"have":[123],"opposite":[125],"blood":[129],"glucose":[130],"prediction.":[131]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
