Sanaul Haque, Piplu Sony Paul, M. S. Ahmed, M. A. U. Zaman, Md Abdul Mannan
{"title":"不同闭环血糖控制器治疗1型糖尿病的疗效研究","authors":"Sanaul Haque, Piplu Sony Paul, M. S. Ahmed, M. A. U. Zaman, Md Abdul Mannan","doi":"10.1109/ICAEE.2015.7506817","DOIUrl":null,"url":null,"abstract":"This thesis deals with the performance analysis of different closed loop controllers for blood glucose level control of type 1 diabetes patient as a nonlinear model, which was simulated in MATLAB Simulink environment. PI controller, Fuzzy logic controller and optimal regulator were used to control glucose level by infusing remote insulin. A basic proportional-integral controller was modified using trial & error method. To enhance the performance of insulin infusion inside the human body Fuzzy logic controller and optimal regulator were also utilized with proper customization. For fuzzy logic, membership functions and fuzzy rules were defined. Also for optimal regulator study, matrixes were built for input & output equations. Finally, the performances of three different controllers were compared.","PeriodicalId":123939,"journal":{"name":"2015 International Conference on Advances in Electrical Engineering (ICAEE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Performance studies of different closed loop glucose controllers for treating type 1 diabetes mellitus\",\"authors\":\"Sanaul Haque, Piplu Sony Paul, M. S. Ahmed, M. A. U. Zaman, Md Abdul Mannan\",\"doi\":\"10.1109/ICAEE.2015.7506817\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This thesis deals with the performance analysis of different closed loop controllers for blood glucose level control of type 1 diabetes patient as a nonlinear model, which was simulated in MATLAB Simulink environment. PI controller, Fuzzy logic controller and optimal regulator were used to control glucose level by infusing remote insulin. A basic proportional-integral controller was modified using trial & error method. To enhance the performance of insulin infusion inside the human body Fuzzy logic controller and optimal regulator were also utilized with proper customization. For fuzzy logic, membership functions and fuzzy rules were defined. Also for optimal regulator study, matrixes were built for input & output equations. Finally, the performances of three different controllers were compared.\",\"PeriodicalId\":123939,\"journal\":{\"name\":\"2015 International Conference on Advances in Electrical Engineering (ICAEE)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 International Conference on Advances in Electrical Engineering (ICAEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAEE.2015.7506817\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 International Conference on Advances in Electrical Engineering (ICAEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAEE.2015.7506817","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Performance studies of different closed loop glucose controllers for treating type 1 diabetes mellitus
This thesis deals with the performance analysis of different closed loop controllers for blood glucose level control of type 1 diabetes patient as a nonlinear model, which was simulated in MATLAB Simulink environment. PI controller, Fuzzy logic controller and optimal regulator were used to control glucose level by infusing remote insulin. A basic proportional-integral controller was modified using trial & error method. To enhance the performance of insulin infusion inside the human body Fuzzy logic controller and optimal regulator were also utilized with proper customization. For fuzzy logic, membership functions and fuzzy rules were defined. Also for optimal regulator study, matrixes were built for input & output equations. Finally, the performances of three different controllers were compared.