微流控PCR温度控制算法设计
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国家高技术研究发展计划(863计划)资助项目(2011AA100704)


Simulation of Temperature Control Algorithm in Micro Flow-through PCR System
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    摘要:

    在开发的微流控PCR检测仪基础上对温度循环控制算法进行了改进设计。设计了经典PID控制器,在控制算法上研究了模糊PID算法,并用Matlab构建Simulink仿真模型进行验证。仿真结果表明,传统PID算法的超调为8.5%,调整时间为3.4s,控制精度达到0.044℃;模糊PID算法的超调为1.45%,调整时间为1.94s,控制精度达到0.015℃。2种算法比系统原有控制精度(0.1℃)均有显著提高。模糊PID算法克服了传统PID超调较大的缺陷,大大缩短了调整时间。

    Abstract:

    Micro flow-through PCR could make not only qualitative analysis, but also quantitative analysis of the water sample. The special heater arrangement allows the implementation of up to 40 cycles on the footprint of a sample. The key factor of PCR instrument is precise temperature control, so the temperature control algorithm occupies an important position in whole system. PID and fuzzy-PID algorithms were designed. The simulation model was constructed and experimented with Simulink of Matlab software.The simulation results showed that overshoot of PID algorithm was 8.5 %, adjustment time was 3.4s, the control accuracy was 0.044℃. Overshoot of fuzzy-PID algorithm was 1.45%, adjustment time was only 1.94s, the control accuracy was 0.015℃. Obviously, fuzzy-PID algorithm would overcome the defect of large overshoot of traditional PID, and the adjustment time was shorter.

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李莉,朱灵,江琴,张淼.微流控PCR温度控制算法设计[J].农业机械学报,2012,43(Z1):295-299. Li Li, Zhu Ling, Jiang Qin, Zhang Miao. Simulation of Temperature Control Algorithm in Micro Flow-through PCR System[J]. Transactions of the Chinese Society for Agricultural Machinery,2012,43(Z1):295-299.

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  • 在线发布日期: 2012-11-08
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