K. G. Herrera, E. Ruiz‐Velázquez, J. García-Rodríguez
{"title":"Robust blood glucose regulation for Type II Diabetes Mellitus patients","authors":"K. G. Herrera, E. Ruiz‐Velázquez, J. García-Rodríguez","doi":"10.1109/ROPEC.2017.8261622","DOIUrl":null,"url":null,"abstract":"This paper presents a H∞ robust controller to glycemic control in Type 2 Diabetes Mellitus (T2DM) patients. The proposed control action calculates the insulin delivery rate in order to prevent hypoglycemic and hyperglycemic levels in patients. A nonlinear compartmental model that represents the glucose regulation behavior for T2DM subjects was linearized around a nominal healthy subject conditions, and then reduced for synthesis design. Unstructured uncertainties were considered in model based on sensitivity analysis and a 10th order robust controller was derived with a γ = 0.9921. The proposed scheme uses as a reference glucose values of a healthy patient. The applicability of the proposed control scheme is shown via simulations for a scenario of three daily intakes.","PeriodicalId":260469,"journal":{"name":"2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ROPEC.2017.8261622","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This paper presents a H∞ robust controller to glycemic control in Type 2 Diabetes Mellitus (T2DM) patients. The proposed control action calculates the insulin delivery rate in order to prevent hypoglycemic and hyperglycemic levels in patients. A nonlinear compartmental model that represents the glucose regulation behavior for T2DM subjects was linearized around a nominal healthy subject conditions, and then reduced for synthesis design. Unstructured uncertainties were considered in model based on sensitivity analysis and a 10th order robust controller was derived with a γ = 0.9921. The proposed scheme uses as a reference glucose values of a healthy patient. The applicability of the proposed control scheme is shown via simulations for a scenario of three daily intakes.