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基于BOBYQA算法毛细管电泳弯管效应的优化

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本文通过数值仿真分析了毛细管U型弯管输运过程弯管效应的产生机理,分析了不同Pe数下浓度脉冲受弯管效应的影响,并基于梯度自由优化(BOBYQA)算法对弯管壁面Zeta电位分布进行优化.研究结果表明:利用有限元建模和BOBYQA算法可快速实现微通道弯管壁面Zeta电位分布的优化,有效抑制了微通道内弯管效应,优化后的浓度脉冲带宽长度相比优化前得以减小,弯管处流场速度分布得到改善.对微流控系统中物质分离检测及芯片设计有一定参考价值.
Optimization of bending effect in capillary electrophoresis based on BOBYQA algorithm
The generation mechanism of the elbow pipe effect during the transport process of the capillary U-bend is analyzed by numerical under simulation,and the influence of elbow pipe effect on concentration pulse under Pe number is analyzed.The zeta potential distribution on the Wall surface of the elbow pipe is optimized based on bound optimization by quadratic approximation (BOBYQA)algorithm.The research results show that the optimization of the Zeta potential distribution on the wall surface of the microchannel elbow pipe can be quickly realized by using the finite element modeling and BOBYQA algorithm,and the effect of the elbow pipe in the microchannel can be effectively suppressed.After optimization,the bandwidth length of concentration pulse is reduced compared with that before optimization,and the velocity distribution of flow field at the elbow pipe is also improved.It has certain reference value for material separation detection and chip design in microfluidic system.

capillary electrophoresis (CE )elbow effectelectroosmotic flow (EOF )bound optimization by quadratic approximation(BOBYQA)algorithm

李江涛、李风娟、赵群喜、刘泽锋、于佳佳、马保建

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新疆理工学院机电工程学院,新疆阿克苏843100

国网温州供电公司,浙江温州325000

毛细管电泳 弯管效应 电渗流 梯度自由优化算法

新疆维吾尔自治区自然科学基金

2022D01C357

2024

传感器与微系统
中国电子科技集团公司第四十九研究所

传感器与微系统

CSTPCD北大核心
影响因子:0.61
ISSN:1000-9787
年,卷(期):2024.43(8)
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