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Design and Implementation of Dialysate Temperature Control System for Hemodialysis: A Pilot Study

机译:血液透析透析液温度控制系统的设计与实现:初步研究

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In hemodialysis, the control of body temperature by altering the dialysate temperature would reduce the intradialytic complications. Several studies show that the constant dialysate temperature affects the patient's quality of life due to their different temperature threshold. Thus, these factors serve as a motivation factor to design an individualized dialysate temperature control for hemodialysis patients, which can actively control the body temperature even in the case of any external disturbances. In this paper, a novel dialysate proportioning model has been proposed. Then, initial implementation of proposed model was designed with fuzzy logic control and implemented on a low-cost microcontroller—Raspberry Pi 3. A Simulink model was also designed by incorporating fuzzy logic control to implement in real time. The pumps' flow rates are varied using Pulse Width Modulation (PWM) according to the controller signal, while the temperature sensors are placed to acquire actual temperature in this model. Subsequently, it has been tested and verified by comparing the simulation and experimental results. Furthermore, the dialysate temperature trend was studied for various input conditions to analyze its controller behavior in real-time implementation. The results showed the potential to develop robust control by optimizing the fuzzy rules and membership functions. The system response time is found to be minimal (less than 300 ms), and the performance error is acceptable (less than 0.55%). Further work is ongoing to implement the dialysate temperature controller incorporating in vitro studies.
机译:在血液透析中,通过改变透析液温度来控制体温将减少透析内并发症。多项研究表明,恒定的透析液温度因患者的温度阈值不同而影响患者的生活质量。因此,这些因素成为设计针对血液透析患者的个体化透析液温度控制的动力因素,即使在任何外部干扰的情况下,该温度控制也可以主动控制体温。本文提出了一种新颖的透析液配比模型。然后,使用模糊逻辑控制设计提出的模型的初始实现,并在低成本微控制器Raspberry Pi 3上实现。Simulink模型还通过结合模糊逻辑控制进行实时设计。根据控制器信号,使用脉冲宽度调制(PWM)来改变泵的流量,而在此模型中放置温度传感器以获取实际温度。随后,通过比较仿真结果和实验结果对它进行了测试和验证。此外,研究了各种输入条件下透析液温度趋势,以实时分析其控制器行为。结果表明,通过优化模糊规则和隶属函数来开发鲁棒控制的潜力。发现系统响应时间最短(少于300毫秒),并且性能误差是可以接受的(少于0.55%)。正在进行进一步的工作以实现结合体外研究的透析液温度控制器。

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