Combining FEM and GA for Small PCR Temperature Unit Thermal Cladding Thickness Optimization

Ruining Yang,Jianxing Li, Nuolan Lei, Xiaofei Lan,Ying Ma,Kan Luo

2021 China Automation Congress (CAC)(2021)

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摘要
Accurate, fast and uniform of polymerase chain reaction (PCR) instrument control temperature are the key factors for high-efficiency DNA amplification. Although thermal cladding of a temperature unit can improve the stability of temperature control, the improper material thickness will also introduce negative influence, such as large dynamic error, slow respond. It is still a challenging of thermal coating thickness design in a miniaturized PCR instrument. Here, we propose a new coating thickness calculation method, which combines the finite-element method (FEM) and the genetic algorithm (GA) to pursuit the optimal coating thickness. Firstly, the temperature related units, which include a base, a heat dissipation, and a thermal cover, were modeled; Sequentially, to obtain the temperature field transient solution, the rules of heat transfer conditions were established; Furthermore, coating thickness, steady- and transient-state temperature fields are obtained through a GA optimization with temperature parameter constrained. In the numerical simulation experiments, the proposed method is verified by using a 16 holes, 40*40mm, aluminum PCR base. The results indicate that the optimal coating thickness is 19mm; the transient temperature control error is lower than ±0.15°C; and the uniformity of the base surface is lower than ±0.1 °C. The proposed method has significance for using in FEM-based manufacturing parameter or control parameter calculation.
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关键词
Miniaturized PCR,temperature control,coating thickness,finite element method,genetic algorithm
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