Iterative Learning Control of Two-Phase Laminar Flow Interface in Y-Shaped Microfluidic Channel

被引:18
|
作者
Chen, Yong [1 ]
Meng, Tao [2 ]
Wang, Yaolei [2 ]
Wang, Kang [1 ]
Meng, Shixin [2 ]
Huang, Deqing [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Elect Engn, Chengdu 610031, Sichuan, Peoples R China
[2] Southwest Jiaotong Univ, Sch Life Sci, Chengdu 610031, Peoples R China
基金
中国国家自然科学基金;
关键词
Fabrication; Control systems; Mathematical model; Uncertainty; Glass; Viscosity; Life sciences; Interface position; iterative learning control (ILC); laminar flow; Y-shaped microfluidic channel;
D O I
10.1109/TCST.2018.2854626
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In Y-shaped microfluidic chip, the laminar flow refers to a phenomenon that two fluids introduced from two inlets flow side by side without turbulence and form two stable streams in outlet with a common interface. The interface position of laminar flow has significant influence in some experiment analysis of life science, such as molecule diffusion and solvent extraction, where there are still a series of problems associated with the manipulation of interface position. In this brief, an iterative learning control (ILC) scheme is proposed for precise control of the laminar flow position. ILC can improve the current input signal iteratively based on the experimental results achieved in the previous trials and eventually produce the desired interface position in output channel. To verify the effectiveness of the proposed ILC scheme, we design and fabricate the Y-shaped microfluidic chips. Furthermore, two different scenarios are considered, where the results show that an appropriate input signal achieving the desired output can be promptly obtained via ILC. The three main advantages of the proposed control scheme lie in: 1) the simple structure and the feedforward characteristic of the control scheme make it implementable in an easy way; 2) it is a partially model-free method, and hence, no accurate model of laminar flow is required and system uncertainties can be dealt with rigorously when designing the controller; and 3) compared with the well-adopted traversal methods in life science research, the idea of ILC reduces the number of experimental trials remarkably.
引用
收藏
页码:2743 / 2748
页数:6
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