Fuzzy High-Order Sliding-Mode Control Of Blood Glucose Concentration

Computer and Knowledge Engineering(2013)

引用 6|浏览6
暂无评分
摘要
This paper represents a fuzzy high-order sliding-mode (F-HOSM) controller in order to regulate blood glucose concentration in type 1 diabetics. This method uses merits of both fuzzy concept and high-order sliding-mode control so that not only the blood glucose level can be efficiently controlled, but also the amount of chattering in control effort will be significantly alleviated. Moreover the amount of control effort will decrease to its half in comparison to that in HOSM controller leading to a less risk of hypoglycemia, which is the most dangerous phenomenon in controlling the blood glucose level of diabetics. The efficiency of the proposed controller is validated by computer simulation. This controller is used to regulate the blood glucose level in a well-known diabetic model called minimal model.
更多
查看译文
关键词
blood glucose regulation,high-order sliding-mode (HOSM),fuzzy control,type 1 diabetes mellitus ( T1DM)
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要