Numerical optimization of microfluidic biosensor detection time for the SARS-CoV-2 using the Taguchi method

被引:6
作者
Ben Mariem, I [1 ]
Kaziz, S. [2 ,3 ]
Belkhiria, M. [1 ]
Echouchene, F. [1 ,4 ]
Belmabrouk, H. [1 ,5 ]
机构
[1] Univ Monastir, Fac Sci Monastir, Dept Phys, Elect & Microelect Lab, Monastir 5019, Tunisia
[2] Univ Monastir, Fac Sci Monastir, Quantum & Stat Phys Lab, Environm Blvd, Monastir 5019, Tunisia
[3] Univ Tunis, Higher Natl Engn Sch Tunis, Taha Hussein Montfleury Blvd, Tunis 1008, Tunisia
[4] Univ Sousse, Higher Inst Appl Sci & Technol Soussse, Sousse, Tunisia
[5] Majmaah Univ, Coll Sci Zulfi, Dept Phys, Al Majmaah 11952, Saudi Arabia
基金
英国科研创新办公室;
关键词
ANOVA; Biosensor; Detection time; SARS-CoV-2; Taguchi method; QUARTZ-CRYSTAL MICROBALANCE; IMMUNOASSAYS; SIMULATION; MICROCHANNEL; ENHANCEMENT; PARAMETERS; DIAGNOSIS; DESIGN; WAVE;
D O I
10.1007/s12648-023-02632-z
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The performance of microfluidic biosensor of the SARS-Cov-2 was numerically analyzed through finite element method. The calculation results have been validated with comparison with experimental data reported in the literature. The novelty of this study is the use of the Taguchi method in the optimization analysis, and an L8(2(5)) orthogonal table of five critical parameters-Reynolds number (Re), Damkohler number (Da), relative adsorption capacity (sigma), equilibrium dissociation constant (K-D), and Schmidt number (Sc), with two levels was designed. ANOVA methods are used to obtain the significance of key parameters. The optimal combination of the key parameters is Re = 10(-2), Da = 1000, sigma = 0.2, K-D = 5, and Sc 10(4) to achieve the minimum response time (0.15). Among the selected key parameters, the relative adsorption capacity (sigma) has the highest contribution (42.17%) to the reduction of the response time, while the Schmidt number (Sc) has the lowest contribution (5.19%). The presented simulation results are useful in designing microfluidic biosensors in order to reduce their response time.
引用
收藏
页码:2621 / 2628
页数:8
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