不同闭环血糖控制器治疗1型糖尿病的疗效研究

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}
引用次数: 2

摘要

本文以非线性模型的形式分析了不同闭环控制器对1型糖尿病患者血糖水平控制的性能,并在MATLAB Simulink环境下进行了仿真。采用PI控制器、模糊控制器和最优调节器控制血糖水平。采用试错法对基本比例积分控制器进行了改进。为了提高胰岛素在人体内输注的性能,还采用了模糊控制器和最优调节器,并进行了适当的定制。对于模糊逻辑,定义了隶属函数和模糊规则。为了研究最优调节器,建立了输入输出方程矩阵。最后,比较了三种不同控制器的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信