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Design and implementation of a nonlinear controller for thermal cycler with application to DNA amplification

机译:热循环仪非线性控制器的设计与实现及其在DNA扩增中的应用

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摘要

Polymerase chain reaction (PCR) is a process in biology to amplify deoxyribonucleic acids (DNAs) up to several billions. The amplified DNAs are mostly used to diagnose, detect and identify different kinds of diseases. In this paper, a theoretical modeling of a PCR thermal cycler is developed. The model includes a custom-made aluminum plate to put the micro-tubes in it, an industrial single-stage thermoelectric module, a thermal pad, a heatsink and a fan. Based on the proposed model, a robust sliding mode controller is designed, simulated and implemented. Lyapunov analysis has been utilized to develop the algorithm for the sliding mode controller. Parameter sensitivity analysis has been also performed to verify the robustness of the controller against parameters uncertainties. Steady-state temperature stability of +/- 0.1 degrees C bound has been satisfied with the temperature rate of up to 3.5 degrees C/s. To validate the entire implemented system, a successful DNA amplification has been performed. The results of the performed laboratory electrophoresis tests on the amplified DNAs affirm the correct amplification of DNAs.
机译:聚合酶链反应(PCR)是生物学中将数十亿个脱氧核糖核酸(DNA)扩增的过程。扩增的DNA主要用于诊断,检测和鉴定不同种类的疾病。在本文中,开发了PCR热循环仪的理论模型。该模型包括一个定制的铝板(用于将微管放入其中),工业单级热电模块,导热垫,散热器和风扇。基于提出的模型,设计,仿真并实现了鲁棒滑模控制器。 Lyapunov分析已用于开发滑模控制器的算法。还进行了参数敏感性分析,以针对参数不确定性验证控制器的鲁棒性。高达3.5摄氏度/秒的温度速率已满足+/- 0.1摄氏度的稳态温度稳定性。为了验证整个实施系统,已成功进行了DNA扩增。对扩增的DNA进行实验室电泳测试的结果证实了DNA的正确扩增。

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