[Development of fuzzy blood pressure control system].

Y Fukui, T Masuzawa
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Abstract

Fuzzy blood pressure control system has been developed to regulated blood pressure by using vaso-active drugs, which aims the medical treatment of the patient. Fuzzy logic is used to convert heuristic control rules as a physician's knowledge into an automatic control strategy. Usually, a physician decides infusion rate based on referring ideal pressure trajectory during control. To emulate such a physician's heuristic control, the controller refer an ideal pressure trajectory, for example, from the normal level to the target level. One of Inputs to the controller is a difference between real pressure and ideal pressure, where another is a rate of its pressure difference. An output from the controller is the change in drug infusion rate. Both of inputs and output are transformed into fuzzy sets, whose membership functions are predefined. Twenty one physician's control rules are converted into fuzzy control rules. The fuzzy control procedure consists of three steps: (1) computing both input values and finding their appropriate membership values (grade), (2) finding applied rules and applying fuzzy composition to infer weighted output fuzzy sets, (3) inferring the change in drug infusion rate by taking the center of mass of the membership function of output. Nine animal experiments are performed to evaluate the developed system by using rats with vasopressor drug. Angiotensin II Blood pressure was elevated from normal pressure (around 100 mmHg) to 150 mmHg. Satisfactory blood pressure control was realized on eight experiments and effectiveness of the controller was confirmed confirmed.(ABSTRACT TRUNCATED AT 250 WORDS)

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[模糊血压控制系统的研制]。
模糊血压控制系统是一种利用血管活性药物调节血压的系统,其目的是为患者的医疗服务。利用模糊逻辑将启发式控制规则作为医生的知识转化为自动控制策略。通常,在控制过程中,医生会参考理想压力轨迹来决定输注速率。为了模拟这种医生的启发式控制,控制器参考一个理想的压力轨迹,例如,从正常水平到目标水平。控制器的一个输入是实际压力和理想压力之间的差,另一个是其压差的速率。控制器的输出是药物输注速率的变化。将输入和输出转换成模糊集,模糊集的隶属度函数是预定义的。将21条医师控制规则转化为模糊控制规则。模糊控制过程包括三个步骤:(1)计算两个输入值并找到合适的隶属度值(等级);(2)寻找适用规则并应用模糊组合来推断加权输出模糊集;(3)通过取输出隶属度函数的质心来推断药物输注速率的变化。通过9个动物实验对该系统进行了评价。血压由正常血压(约100 mmHg)升高至150 mmHg。通过8次实验,实现了满意的血压控制,验证了控制器的有效性。(摘要删节250字)
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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