Temperature control technology for <scp>PCR</scp>

Abstract In order to solve the obvious nonlinear problem of temperature and complex structure of PCR instrument during nucleic acid amplification. In this paper, a new nucleic acid amplification device and temperature control algorithm were proposed. In the device, in order to improve the rise and fall rate and make the whole reaction device smaller and simpler, this paper uses a microfluidic chip for nucleic acid reaction. At the same time, in the warming and cooling module, the temperature is controlled by the semiconductor chilling plate, the air‐cooled cooling device and the heat sink structure, which greatly improves the speed of nucleic acid amplification. In the algorithm, a hybrid algorithm is designed, using Particle Swarm Optimization (PSO) to optimize PID algorithm parameters, and then based on fuzzy theory, according to the temperature control requirements of nucleic acid amplification, fuzzy rules are analyzed and fuzzy reasoning is carried out, and then combined with PID to achieve rapid response and overshooting control of temperature control. Finally, the measurement noise is filtered by Kalman filter. Finally, COMSOL and MATLAB software are used to simulate and compare, and it is proved that the device has a certain heat dissipation effect in the process of nucleic acid amplification. This algorithm can improve the accuracy and robustness of the control system, improve the response speed, reduce the overshoot, shorten the adjustment time, and restrain the interference.

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Institutions

Publication Details

Journal
International Journal of Numerical Modelling Electronic Networks Devices and Fields
Published
2024-09-01
DOI
https://doi.org/10.1002/jnm.3280
Citations
1
Primary Topic
Molecular Biology Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.23

Funders

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article

Temperature control technology for PCR

Tongxin Zhang, Gaozhe Cai, Chuanjin Cui, Qian Li et al.
1 citations
International Journal of Numerical Modelling Electronic Networks Devices and Fields
Molecular Biology Techniques and Applications
0.23
article

Temperature control technology for PCR

Tongxin Zhang, Gaozhe Cai, Chuanjin Cui, Qian Li, Zhuo Zhang
article en
1 citations

Abstract

Abstract In order to solve the obvious nonlinear problem of temperature and complex structure of PCR instrument during nucleic acid amplification. In this paper, a new nucleic acid amplification device and temperature control algorithm were proposed. In the device, in order to improve the rise and fall rate and make the whole reaction device smaller and simpler, this paper uses a microfluidic chip for nucleic acid reaction. At the same time, in the warming and cooling module, the temperature is controlled by the semiconductor chilling plate, the air‐cooled cooling device and the heat sink structure, which greatly improves the speed of nucleic acid amplification. In the algorithm, a hybrid algorithm is designed, using Particle Swarm Optimization (PSO) to optimize PID algorithm parameters, and then based on fuzzy theory, according to the temperature control requirements of nucleic acid amplification, fuzzy rules are analyzed and fuzzy reasoning is carried out, and then combined with PID to achieve rapid response and overshooting control of temperature control. Finally, the measurement noise is filtered by Kalman filter. Finally, COMSOL and MATLAB software are used to simulate and compare, and it is proved that the device has a certain heat dissipation effect in the process of nucleic acid amplification. This algorithm can improve the accuracy and robustness of the control system, improve the response speed, reduce the overshoot, shorten the adjustment time, and restrain the interference.

International Journal of Numerical Modelling Electronic Networks Devices and FieldsVol. 37(5)
Shanghai University (CN), North China University of Science and Technology (CN), Shanghai Fudan Microelectronics (China) (CN)
Natural Science Foundation of Hebei Province
Affordable and clean energy
Openalex Percentile: Top 43%
Molecular Biology Techniques and Applications
0.23
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Temperature control technology for <scp>PCR</scp> — Tongxin Zhang, Gaozhe Cai, et al. · International Journal of Numerical Modelling Electronic Networks Devices and Fields (2024) | TGRS Research Map | TGRS