{"id":"https://openalex.org/W2885873748","doi":"https://doi.org/10.23919/acc.2018.8431587","title":"Plasma Insulin Cognizant Predictive Control for Artificial Pancreas","display_name":"Plasma Insulin Cognizant Predictive Control for Artificial Pancreas","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2885873748","doi":"https://doi.org/10.23919/acc.2018.8431587","mag":"2885873748"},"language":"en","primary_location":{"id":"doi:10.23919/acc.2018.8431587","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Annual American Control Conference (ACC)","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/A5035087488","display_name":"Mudassir Rashid","orcid":"https://orcid.org/0000-0003-4521-0872"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mudassir Rashid","raw_affiliation_strings":["Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042856802","display_name":"Iman Hajizadeh","orcid":"https://orcid.org/0000-0001-8102-073X"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iman Hajizadeh","raw_affiliation_strings":["Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064654165","display_name":"Ali \u00c7\u0131nar","orcid":"https://orcid.org/0000-0002-1607-9943"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Cinar","raw_affiliation_strings":["Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, IL","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035087488"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":0.485,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67958559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3589","last_page":"3594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10839","display_name":"Pancreatic function and diabetes","score":0.9991000294685364,"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/T11171","display_name":"Diabetes and associated disorders","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-pancreas","display_name":"Artificial pancreas","score":0.9296469688415527},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.8407313823699951},{"id":"https://openalex.org/keywords/insulin","display_name":"Insulin","score":0.6052104234695435},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5626156330108643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5610170364379883},{"id":"https://openalex.org/keywords/glycemic","display_name":"Glycemic","score":0.5336601734161377},{"id":"https://openalex.org/keywords/hypoglycemia","display_name":"Hypoglycemia","score":0.5082154273986816},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.4992988109588623},{"id":"https://openalex.org/keywords/insulin-delivery","display_name":"Insulin delivery","score":0.4854627251625061},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.48175549507141113},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4609347879886627},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3368329703807831},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"Type 1 diabetes","score":0.32074299454689026},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.27970051765441895},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24335977435112},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23421910405158997},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.21809017658233643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2061823010444641},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1832883358001709},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.13497242331504822}],"concepts":[{"id":"https://openalex.org/C2780353609","wikidata":"https://www.wikidata.org/wiki/Q1569064","display_name":"Artificial pancreas","level":4,"score":0.9296469688415527},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8407313823699951},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.6052104234695435},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5626156330108643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5610170364379883},{"id":"https://openalex.org/C2780473172","wikidata":"https://www.wikidata.org/wiki/Q5572518","display_name":"Glycemic","level":3,"score":0.5336601734161377},{"id":"https://openalex.org/C2780668416","wikidata":"https://www.wikidata.org/wiki/Q202758","display_name":"Hypoglycemia","level":3,"score":0.5082154273986816},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.4992988109588623},{"id":"https://openalex.org/C2994527087","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin delivery","level":4,"score":0.4854627251625061},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.48175549507141113},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4609347879886627},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3368329703807831},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.32074299454689026},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.27970051765441895},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24335977435112},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23421910405158997},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.21809017658233643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2061823010444641},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1832883358001709},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.13497242331504822},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc.2018.8431587","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Annual American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1905357633","https://openalex.org/W1964693647","https://openalex.org/W1971476108","https://openalex.org/W2051117200","https://openalex.org/W2064863602","https://openalex.org/W2092559456","https://openalex.org/W2124043418","https://openalex.org/W2129995532","https://openalex.org/W2145097544","https://openalex.org/W2158609480","https://openalex.org/W2168508655","https://openalex.org/W2181256817","https://openalex.org/W2262153380","https://openalex.org/W2332531077","https://openalex.org/W2419628072","https://openalex.org/W2463876450","https://openalex.org/W2611431170","https://openalex.org/W2620014678","https://openalex.org/W2623842044","https://openalex.org/W2742164534","https://openalex.org/W2748154863","https://openalex.org/W2753803439","https://openalex.org/W2765210196","https://openalex.org/W2767020223","https://openalex.org/W6744930688","https://openalex.org/W6745722859"],"related_works":["https://openalex.org/W2940245373","https://openalex.org/W3198061396","https://openalex.org/W2936127056","https://openalex.org/W2898925574","https://openalex.org/W2620014678","https://openalex.org/W2808225499","https://openalex.org/W2913596202","https://openalex.org/W2947475775","https://openalex.org/W2556169250","https://openalex.org/W2912305527","https://openalex.org/W3046255672","https://openalex.org/W3040342025","https://openalex.org/W3018541635","https://openalex.org/W2753803439","https://openalex.org/W2062637939","https://openalex.org/W2608597522","https://openalex.org/W2005585172","https://openalex.org/W2784060762","https://openalex.org/W2791034693","https://openalex.org/W2737947219"],"abstract_inverted_index":{"In":[0],"the":[1,16,42,53,66,76,81,86,95,98,121,125,132],"present":[2,119],"work,":[3],"an":[4],"adaptive":[5,31],"model":[6],"predictive":[7],"control":[8,100,110],"(MPC)":[9],"algorithm":[10,79,135],"is":[11,28,73,118,136],"designed":[12,29],"to":[13,40,102],"effectively":[14],"compute":[15],"optimal":[17,99],"exogenous":[18],"insulin":[19,70,113,117],"delivery":[20],"for":[21,80],"artificial":[22,87],"pancreas":[23,88],"systems.":[24],"The":[25,90,129],"proposed":[26,77,133],"MPC":[27,78,91,134],"using":[30,138],"models":[32],"that":[33],"are":[34],"recursively":[35],"identified":[36],"through":[37],"subspace-based":[38],"techniques":[39],"characterize":[41],"transient":[43],"dynamics":[44],"of":[45,57,68,85,94,127,131],"glycemic":[46],"measurements":[47],"without":[48],"requiring":[49],"any":[50],"information":[51],"on":[52],"time":[54],"and":[55,83],"amount":[56],"carbohydrate":[58],"consumption.":[59],"A":[60],"dynamic":[61],"safety":[62],"constraint":[63],"derived":[64],"from":[65],"estimation":[67],"plasma":[69],"concentration":[71,106],"(PIC)":[72],"incorporated":[74],"in":[75,120],"efficacy":[82],"reliability":[84],"system.":[89],"algorithm,":[92],"cognizant":[93],"PIC,":[96],"computes":[97],"solution":[101],"regulate":[103],"blood":[104],"glucose":[105],"while":[107],"mitigating":[108],"aggressive":[109],"actions":[111],"(excessive":[112],"doses)":[114],"when":[115],"sufficient":[116],"bloodstream,":[122],"thereby":[123],"minimizing":[124],"risk":[126],"hypoglycemia.":[128],"efficiency":[130],"demonstrated":[137],"simulation":[139],"studies.":[140]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
