聚合酶链反应的自适应模糊PID控制

Xufeng Peng, Zhang-wei Chen, He Mao
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引用次数: 0

摘要

PCR (Polymerase Chain Reaction,聚合酶链式反应)温度控制的主要问题是温度的周期性变化会导致系统特性的变化,这就需要自动调整PID (Proportion Integration Differentiation,比例积分微分)参数。本文在研究了国内外各种PID车削方法的基础上,提出了一种自适应模糊PID控制方法。分析了影响模糊控制器性能的因素,确定了优化控制器需要调整的参数。最后,本文通过实验对PID控制器和自适应模糊PID控制器的性能进行了比较,证明采用自适应模糊PID控制方法后,加热和冷却速度、超调量和精度都有了明显的提高,这种自适应模糊控制方法可以满足PCR温度控制的要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adaptive fuzzy PID control for polymerase chain reactions
The main problem of PCR (Polymerase Chain Reaction) temperature control is that periodic change of the temperature leads to the changes in system characteristics, which requires PID (Proportion Integration Differentiation) parameters adjusted automatically. This article has researched various PID turning methods at home and abroad, based on which an adaptive fuzzy PID control method is proposed. Factors affecting the performance of the fuzzy controller are analyzed, and parameters that need to be adjusted to optimize the controller are determined as well. Finally, in this paper, an experiment is conducted to compare the performance of a PID controller and the adaptive fuzzy PID controller, which testifies that after using the adaptive fuzzy PID control method, the heating and cooling rate, the overshoot and the accuracy have all been improved significantly, and this adaptive fuzzy control method can satisfy the demand of PCR temperature control.
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