{"id":"https://openalex.org/W1503120371","doi":"https://doi.org/10.1109/acc.2015.7172245","title":"Model predictive control for type 1 diabetes based on personalized linear time-varying subject model consisting of both insulin and meal inputs: In Silico evaluation","display_name":"Model predictive control for type 1 diabetes based on personalized linear time-varying subject model consisting of both insulin and meal inputs: In Silico evaluation","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1503120371","doi":"https://doi.org/10.1109/acc.2015.7172245","mag":"1503120371"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7172245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7172245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 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/A5100391004","display_name":"Qian Wang","orcid":"https://orcid.org/0000-0001-7175-2777"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qian Wang","raw_affiliation_strings":["Professor of Mechanical Engineering, The Pennsylvania State University, University Park, PA","Mechanical Engineering, The Pennsylvania State University, University Park, 16802, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor of Mechanical Engineering, The Pennsylvania State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Mechanical Engineering, The Pennsylvania State University, University Park, 16802, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046914067","display_name":"Jinyu Xie","orcid":"https://orcid.org/0000-0003-4945-9923"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinyu Xie","raw_affiliation_strings":["Graduate research assistant at Department of Mechanical and Nuclear Engineering, The Pennsylvania State University, University Park, PA","Department of Mechanical and Nuclear Engineering, The Pennsylvania State University, University Park 16802, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate research assistant at Department of Mechanical and Nuclear Engineering, The Pennsylvania State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Department of Mechanical and Nuclear Engineering, The Pennsylvania State University, University Park 16802, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103263610","display_name":"Peter C. M. Molenaar","orcid":"https://orcid.org/0000-0002-0026-0756"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Molenaar","raw_affiliation_strings":["Distinguished Professor of Human Development, The Pennsylvania State University, University Park, PA","Human Development, The Pennsylvania State University, University Park, 16802, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Distinguished Professor of Human Development, The Pennsylvania State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Human Development, The Pennsylvania State University, University Park, 16802, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079511057","display_name":"Jan S. Ulbrecht","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan Ulbrecht","raw_affiliation_strings":["Department of Biobehavioral Health and Medicine, The Pennsylvania State University, University Park, PA","Department of Biobehavioral Health and Medicine, The Pennsylvania State University, University Park, 16802, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biobehavioral Health and Medicine, The Pennsylvania State University, University Park, PA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Department of Biobehavioral Health and Medicine, The Pennsylvania State University, University Park, 16802, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2162,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59006369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"5782","last_page":"5787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9908000230789185,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9904999732971191,"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/insulin","display_name":"Insulin","score":0.687168300151825},{"id":"https://openalex.org/keywords/meal","display_name":"Meal","score":0.6588752269744873},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6171107292175293},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5600578784942627},{"id":"https://openalex.org/keywords/insulin-delivery","display_name":"Insulin delivery","score":0.5102260112762451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48137667775154114},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"Type 1 diabetes","score":0.4625031650066376},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"Type 2 diabetes","score":0.41941988468170166},{"id":"https://openalex.org/keywords/in-silico","display_name":"In silico","score":0.4140233099460602},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.40972813963890076},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.38298147916793823},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3573535084724426},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.32730621099472046},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32357877492904663},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.31608039140701294},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.29471784830093384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16399043798446655},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11196878552436829}],"concepts":[{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.687168300151825},{"id":"https://openalex.org/C2778345441","wikidata":"https://www.wikidata.org/wiki/Q6460735","display_name":"Meal","level":2,"score":0.6588752269744873},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6171107292175293},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5600578784942627},{"id":"https://openalex.org/C2994527087","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin delivery","level":4,"score":0.5102260112762451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48137667775154114},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.4625031650066376},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.41941988468170166},{"id":"https://openalex.org/C2775905019","wikidata":"https://www.wikidata.org/wiki/Q192572","display_name":"In silico","level":3,"score":0.4140233099460602},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.40972813963890076},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38298147916793823},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3573535084724426},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.32730621099472046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32357877492904663},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.31608039140701294},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.29471784830093384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16399043798446655},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11196878552436829},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2015.7172245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7172245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1563938275","https://openalex.org/W1972871522","https://openalex.org/W1986922155","https://openalex.org/W2001273251","https://openalex.org/W2001875222","https://openalex.org/W2008427019","https://openalex.org/W2009027359","https://openalex.org/W2012613359","https://openalex.org/W2019652008","https://openalex.org/W2031534975","https://openalex.org/W2034479370","https://openalex.org/W2038094456","https://openalex.org/W2041058086","https://openalex.org/W2048001554","https://openalex.org/W2048701218","https://openalex.org/W2069852566","https://openalex.org/W2074952300","https://openalex.org/W2094743912","https://openalex.org/W2101160802","https://openalex.org/W2101539208","https://openalex.org/W2112508118","https://openalex.org/W2114529996","https://openalex.org/W2121621966","https://openalex.org/W2125624587","https://openalex.org/W2132115169","https://openalex.org/W2141573420","https://openalex.org/W2142962347","https://openalex.org/W2157856672","https://openalex.org/W2158609480","https://openalex.org/W2167160009","https://openalex.org/W2171270340","https://openalex.org/W2519812479","https://openalex.org/W6678663635"],"related_works":["https://openalex.org/W3129816939","https://openalex.org/W2912862995","https://openalex.org/W2985427592","https://openalex.org/W2101501829","https://openalex.org/W2400569965","https://openalex.org/W2060263731","https://openalex.org/W4243187167","https://openalex.org/W2616561702","https://openalex.org/W4293379481","https://openalex.org/W4321850921"],"abstract_inverted_index":{"An":[0],"essential":[1],"component":[2],"of":[3,13,19,43,70,90],"insulin":[4,24,45,60],"therapy":[5],"for":[6,39,56],"type":[7],"1":[8],"diabetes":[9],"involves":[10],"the":[11,31,58,71,75,88,93,97,105],"prediction":[12],"blood":[14,64],"glucose":[15,40,65],"levels":[16],"as":[17,23],"function":[18],"exogenous":[20],"perturbations":[21],"such":[22],"dose":[25],"and":[26,46],"meal":[27,47,94],"intake.":[28],"Based":[29],"on":[30],"authors'":[32],"previously":[33],"developed":[34,72],"patient-specific":[35],"linear":[36],"time-varying":[37],"model":[38,53],"dynamics":[41],"consisting":[42],"both":[44],"inputs,":[48],"this":[49,85],"paper":[50,86],"develops":[51],"a":[52],"predictive":[54],"control":[55],"determining":[57],"optimal":[59],"delivery":[61],"to":[62],"regulate":[63],"in":[66,84,96,104],"euglycemic":[67],"range.":[68],"Evaluation":[69],"controller":[73],"using":[74],"UVa/Padova":[76],"simulator":[77],"shows":[78],"promising":[79],"results.":[80],"In":[81],"addition,":[82],"results":[83],"show":[87],"importance":[89],"explicitly":[91],"including":[92],"intake":[95],"regression":[98],"model,":[99],"which":[100],"was":[101],"often":[102],"lacking":[103],"existing":[106],"empirical":[107],"subject-model":[108],"based":[109],"control.":[110]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}