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A Study on Micropipetting Detection Technology of Automatic Enzyme Immunoassay Analyzer

机译:全自动酶联免疫分析仪的微量移液检测技术研究

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摘要

In order to improve the accuracy and reliability of micropipetting, a method of micro-pipette detection and calibration combining the dynamic pressure monitoring in pipetting process and quantitative identification of pipette volume in image processing was proposed. Firstly, the normalized pressure model for the pipetting process was established with the kinematic model of the pipetting operation, and the pressure model is corrected by the experimental method. Through the pipetting process pressure and pressure of the first derivative of real-time monitoring, the use of segmentation of the double threshold method as pipetting fault evaluation criteria, and the pressure sensor data are processed by Kalman filtering, the accuracy of fault diagnosis is improved. When there is a fault, the pipette tip image is collected through the camera, extract the boundary of the liquid region by the background contrast method, and obtain the liquid volume in the tip according to the geometric characteristics of the pipette tip. The pipette deviation feedback to the automatic pipetting module and deviation correction is carried out. The titration test results show that the combination of the segmented pipetting kinematic model of the double threshold method of pressure monitoring, can effectively real-time judgment and classification of the pipette fault. The method of closed-loop adjustment of pipetting volume can effectively improve the accuracy and reliability of the pipetting system.
机译:为了提高微量移液器的准确性和可靠性,提出了一种结合移液过程中的动态压力监测和图像处理中的移液器体积定量识别的微量移液器检测和标定方法。首先,利用移液操作的运动学模型建立了移液过程的归一化压力模型,并通过实验方法对压力模型进行了校正。通过对移液过程中的压力和压力进行一阶实时监测,采用双阈值分割法作为移液故障评价标准,并对压力传感器数据进行卡尔曼滤波处理,提高了故障诊断的准确性。发生故障时,通过摄像头采集移液器吸头图像,通过背景对比法提取液体区域的边界,并根据移液器吸头的几何特征获得吸头中的液体量。移液器偏差反馈到自动移液模块,并进行偏差校正。滴定测试结果表明,结合双阈值压力监测的分段移液运动学模型,可以有效地实时判断和分类移液故障。闭环调节移液量的方法可以有效提高移液系统的准确性和可靠性。

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