Design and Implementation of a Peristaltic Pump Based on an Air Bubble Sensor

Q4 Agricultural and Biological Sciences
Huda Farooq Jameel, M. Mahmood, S. Yaseen
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引用次数: 0

Abstract

Peristaltic pumps (PPs) are used to pump clean/sterile or exceptionally responsive liquids without tainting them. They are used in haemodialysis and heart-lung machines to circulate blood as a sidestep during medical procedures. The purpose of this research is to design and construct a PP which consists of a three-roller pump, a bubble sensor, a motor drive, a stepper motor, a microcontroller, and a safety unit. The safety unit functions by using the air bubble sensor, which stops the motor in case of bubble insertion. The performance is experimentally tested in terms of average sensitivity, specificity, and accuracy, which are 99%, 99.55%, and 99.33%, respectively. The evaluation is based on the classification models of true positive (TP), false positive (FP), true negative (TN), and false negative (FN). The overall accuracy is about 98.9%, which indicates the high efficiency of the constructed mechanism.
基于气泡传感器的蠕动泵的设计与实现
蠕动泵(PP)用于泵送清洁/无菌或反应异常灵敏的液体,而不会污染它们。它们被用于血液透析和心肺机,作为医疗程序中的一个旁路来循环血液。本研究的目的是设计和构建一种PP,该PP由三辊泵、气泡传感器、电机驱动器、步进电机、微控制器和安全单元组成。安全装置通过使用气泡传感器发挥作用,在气泡插入时会停止电机。该性能在平均灵敏度、特异性和准确性方面进行了实验测试,分别为99%、99.55%和99.33%。评估基于真阳性(TP)、假阳性(FP)、真阴性(TN)和假阴性(FN)的分类模型。总体精度约为98.9%,表明所构建的机构具有较高的效率。
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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来源期刊
International Journal Bioautomation
International Journal Bioautomation Agricultural and Biological Sciences-Food Science
CiteScore
1.10
自引率
0.00%
发文量
22
审稿时长
12 weeks
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