This paper studies benefits of using simplified re-gime-switching adaptive control strategies in improving performance of insulin control for Type I diabetic patients. Typical dynamic models of glucose levels in diabetic patients are nonlinear. Using a linear time invariant controller based on an operating condition is a common method to simplify control design. On the other hand, adaptive control can potentially improve system performance, but it increases control complexity and may create further stability issues. This paper investigates patient models and presents a simplified switching control scheme using PID controllers. By comparing different switching schemes, it shows that switched PID controllers can improve performance, but frequent switching of controllers is unnecessary. These findings lead to a control strategy that utilizes only a small number of PID controllers in this scheduled adaptation strategy.
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机译:Impact of Glycemic Control on the Clinical Outcome in Diabetic Patients With Percutaneous Coronary Intervention :一from the FU-Registry-日本循环器学会Late Breaking Clinical Triall-5 (2011年8月)
机译:Impact of Glycemic Control on the Clinical Outcome in Diabetic Patients With Percutaneous Coronary Intervention :一from the FU-Registry-日本循环器学会Late Breaking Clinical Triall-5 (2011年8月)
机译:Retraction Notice: Jinshui He Xu Zhang Chaowei Lian Jinzhi Wu Yanling Fang Xiaoling Ye. Exendin-4 prevented pancreatic beta cells from apoptosis in (Type I) diabetic mouse via keap1-Nrf2 signaling