Ibbini Mohammed S
JIC, Royal Commission for Jubail and Yanbu, Jubail Industrial City 31961 Saudia Arabia.
J Med Eng Technol. 2009;33(8):656-62. doi: 10.3109/03091900903177256.
Blood glucose regulation is of a great concern for insulin-dependant patients with excessive glucose in blood (hyperglycaemia), or low glucose profile (hypoglycaemia) due to excess insulin delivery. Both conditions can cause dangerous complications for diabetic patients, and hence glucose regulation in blood is of prime importance. Insulin pumps are used to deliver insulin in small quantities, allowing the glucose level to remain as close as possible to that of non-diabetics (near 100 mg dl(-1)). Different control techniques are used to maintain the glucose level and most of them depend on an exact mathematical or empirical model of insulin-glucose interaction. Recently, we have proposed different controllers that are based on fuzzy logic and so do not use mathematical modelling, which in general is nonlinear, complex and suffers from uncertainties. PI fuzzy controllers are physically related to classical PI and PID controllers, which are extremely popular. The parameter settings of classical and fuzzy logic controllers are based on deep common physical background. In this manuscript, a comparative study is proposed to evaluate the use of fuzzy logic controllers over other conventional controllers such as PI and PID controllers to maintain the blood glucose level within a normoglycaemic average especially when a diabetic patient is subjected to different conditions.
血糖调节对于依赖胰岛素的患者至关重要,这类患者会出现血糖过高(高血糖症)或因胰岛素过量注射导致血糖水平过低(低血糖症)的情况。这两种情况都会给糖尿病患者带来危险的并发症,因此血液中的血糖调节至关重要。胰岛素泵用于少量输送胰岛素,使血糖水平尽可能接近非糖尿病患者的血糖水平(接近100 mg dl(-1))。人们采用不同的控制技术来维持血糖水平,其中大多数技术依赖于胰岛素与葡萄糖相互作用的精确数学模型或经验模型。最近,我们提出了基于模糊逻辑的不同控制器,这些控制器不使用数学建模,而数学建模通常是非线性的、复杂的且存在不确定性。PI模糊控制器在物理上与经典的PI和PID控制器相关,而经典的PI和PID控制器非常受欢迎。经典控制器和模糊逻辑控制器的参数设置基于深厚的共同物理背景。在本论文中,我们提出了一项比较研究,以评估模糊逻辑控制器相对于其他传统控制器(如PI和PID控制器)在将血糖水平维持在正常血糖平均值范围内的效果,尤其是在糖尿病患者处于不同状况时。