Adaptive Fuzzy PID Control for Polymerase Chain Reactions

被引:0
作者
Peng, Xufeng [1 ]
Chen, Zhangwei [1 ]
Mao, He [1 ]
机构
[1] Zhejiang Univ, State Key Lab Fluid Power Transmiss & Control, Hangzhou 310027, Zhejiang, Peoples R China
来源
PROCEEDINGS OF THE 2013 6TH INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2013), VOLS 1 AND 2 | 2013年
关键词
PCR; PID control; fuzzy control;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:337 / 341
页数:5
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