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
相关论文
共 50 条
  • [31] Two-phase mass transport model for microfluidic fuel cell with narrow electrolyte flow channel
    Wang, Hao-Nan
    Zhu, Xun
    Chen, Rong
    Yang, Yang
    Ye, Ding-Ding
    Liao, Qiang
    APPLIED ENERGY, 2022, 322
  • [32] Two-phase mass transport model for microfluidic fuel cell with narrow electrolyte flow channel
    Wang, Hao-Nan
    Zhu, Xun
    Chen, Rong
    Yang, Yang
    Ye, Ding-Ding
    Liao, Qiang
    APPLIED ENERGY, 2022, 322
  • [33] TWO-PHASE FLOW PATTERNS IN MICROFLUIDIC CROSS-SHAPED JUNCTIONS AND SLUG HYDRODYNAMICS IN THE DRIPPING REGIME
    Wu, Zan
    Cao, Zhen
    Sunden, Bengt
    PROCEEDINGS OF THE ASME SUMMER HEAT TRANSFER CONFERENCE, 2017, VOL 2, 2017,
  • [34] Instability of a two-phase flow in a rectangular channel
    Chinnov, E. A.
    Guzanov, V. V.
    Kabov, O. A.
    TECHNICAL PHYSICS LETTERS, 2009, 35 (07) : 653 - 656
  • [35] TWO-PHASE FLOW IN AN ANNULAR CHANNEL WITH AN OBSTACLE
    Kashinsky, O. N.
    Lobanov, P. D.
    Kurdyumov, A. S.
    Pribaturin, N. A.
    PROCEEDINGS OF THE 20TH INTERNATIONAL CONFERENCE ON NUCLEAR ENGINEERING AND THE ASME 2012 POWER CONFERENCE - 2012, VOL 3, 2012, : 365 - 373
  • [36] Design of Control Systems for Two-Phase Microfluidic Processes
    Cairone, F.
    Bucolo, M.
    2016 24TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2016, : 973 - 978
  • [37] Two-phase flow in a groovy curved channel
    Okechi, Nnamdi Fidelis
    Asghar, Saleem
    EUROPEAN JOURNAL OF MECHANICS B-FLUIDS, 2021, 88 : 191 - 198
  • [38] Instability of a two-phase flow in a rectangular channel
    E. A. Chinnov
    V. V. Guzanov
    O. A. Kabov
    Technical Physics Letters, 2009, 35 : 653 - 656
  • [39] Stratification of a two-phase monodisperse system in a plane laminar flow
    Fedoseev, V. B.
    JOURNAL OF EXPERIMENTAL AND THEORETICAL PHYSICS, 2016, 122 (05) : 915 - 924
  • [40] Stratification of a two-phase monodisperse system in a plane laminar flow
    V. B. Fedoseev
    Journal of Experimental and Theoretical Physics, 2016, 122 : 915 - 924