Fuzzy logic control of the mean arterial pressure of ICu patients

A. Osama, A. Wahdan
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引用次数: 1

Abstract

A design of a fuzzy control system is provided. The controller provides a closed loop control for one of the most important vital signs in ICU patients and which is the Mean Arterial Pressure (MAP). Sodium Nitroprusside (SNP) was used to decrease the MAP and Dopamine (DPM) was used to increase the MAP. The controller performs-PID action on the system and results in a smooth control surface. Simulation was carried out using a specific model that was designed based on clinical readings and statistics. The controller showed high reliability with the changeable model parameters within an acceptable time delay. Simulation was carried out using MATLAB SIMULINK TM and fuzzy logic toolbox.
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ICu患者平均动脉压的模糊逻辑控制
给出了一种模糊控制系统的设计方案。该控制器对ICU患者最重要的生命体征之一平均动脉压(MAP)进行闭环控制。硝普钠(SNP)降低MAP,多巴胺(DPM)升高MAP。控制器对系统进行pid控制,得到光滑的控制面。使用基于临床读数和统计数据设计的特定模型进行模拟。该控制器在可接受的时滞范围内对模型参数的变化具有较高的可靠性。利用MATLAB SIMULINK TM和模糊逻辑工具箱进行仿真。
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