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Research and realization of algorithms for gene-chip PCR temperature-tracking control

机译:基因芯片PCR温度跟踪控制算法的研究与实现

摘要

In the bioengineering and biochemical research areas, the Polymerase Chain Reaction (PCR) is the prerequisite step for gene chips preparation. In the PCR reaction system, the temperature in the process of PCR thermal cycling must be very strictly controlled. Through analyzing the characteristics of the heating and cooling subsystems, the researchers in this project experimentally completed the control algorithms based on the conventional PID and predicative control strategies. In this PCR temperature control system, for the given temperature-time pattern curve, to conventional PID control algorithm, the temperature maximum overshoot is less than 3degC, the stable accuracy of temperature control is plusmn1degC, the maximum heating and cooling speeds are both 2degC/s. However, the experimental results demonstrated that the PCR thermal cycler based on predictive control algorithm has better temperature tracking capability, the maximum heating and cooling speeds are twice quick and the stable error is only one half as those of ordinary PID based PCR thermal cyclers and can meet the demands of control qualities for the PCR gene-chips preparation in some situations.
机译:在生物工程和生化研究领域,聚合酶链反应(PCR)是制备基因芯片的必要步骤。在PCR反应系统中,必须非常严格地控制PCR热循环过程中的温度。通过分析加热和冷却子系统的特性,该项目的研究人员实验性地完成了基于常规PID和预测控制策略的控制算法。在此PCR温度控制系统中,对于给定的温度-时间模式曲线,按照常规PID控制算法,温度最大过冲小于3degC,温度控制的稳定精度为plusmn1degC,最大加热和冷却速度均为2degC / s。然而,实验结果表明,基于预测控制算法的PCR热循环仪具有较好的温度跟踪能力,最大加热和冷却速度快两倍,且稳定误差仅为普通基于PID的PCR热循环仪的一半。在某些情况下可以满足PCR基因芯片制备的控制质量要求。

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