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
  • [1] Quasistatic analysis on configuration of two-phase flow in Y-shaped tubes
    Zhong, Hua
    Wang, Xiao-Ping
    Salama, Amgad
    Sun, Shuyu
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2014, 68 (12) : 1905 - 1914
  • [2] Experimental investigation of gas-solid two-phase flow in Y-shaped pipeline
    School of Materials Science and Engineering, University of Jinan, Shandong, China
    不详
    Adv Powder Technol, 1600, 4 (468-476):
  • [3] Experimental investigation of gas-solid two-phase flow in Y-shaped pipeline
    Duan Guangbin
    Liu Zongming
    Chen Guangli
    Hu Shougen
    Zhao Jun
    ADVANCED POWDER TECHNOLOGY, 2010, 21 (04) : 468 - 476
  • [4] Flow Distribution Property of Y-Shaped Branch Pipe in Gas-Solid Two-Phase Flow
    Duan Guangbin
    Hu Shougen
    Zhao Jun
    Wang Lijue
    Shen Jinggang
    2009 IEEE 6TH INTERNATIONAL POWER ELECTRONICS AND MOTION CONTROL CONFERENCE, VOLS 1-4, 2009, : 1775 - 1778
  • [5] Feedforward Control and Simulation of Laminar Flow Interface in Microfluidic Channel
    Wang, Kang
    Chen, Yong
    Huang, Deqing
    2018 IEEE 14TH INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2018, : 1146 - 1149
  • [6] Flow Distribution Prediction of Gas-Solid Two-Phase Flow in Y-Shaped Branch Pipeline
    Duan, Guangbin
    Liu, Zongming
    Wu, Weixiang
    ADVANCED MANUFACTURING SYSTEMS, PTS 1-3, 2011, 201-203 : 2242 - 2245
  • [7] VISCOELASTIC FLOW IN Y-SHAPED CHANNEL.
    Nakamura, Kiyoji
    Zhao, Wen Hong
    Nishimura, Taro
    Horikawa, Akira
    1600, (32):
  • [8] The pedestrian flow characteristics of Y-shaped channel
    Qiu, Guo
    Song, Rui
    He, Shiwei
    Yin, Weichuan
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 508 : 199 - 212
  • [9] VISCOELASTIC FLOW IN Y-SHAPED CHANNEL.
    Nakamura, Kiyoji
    Zhao, Wen Hong
    Nishimura, Taro
    Itsuaki, Satoshi
    Horikawa, Akira
    1600, (32):
  • [10] Pattern identification of kerosene-water two-phase flow in Y-shaped microchannels using terahertz spectroscopy
    Liu, Xuecong
    Song, Yan
    Huang, Danyang
    Zhao, Kun
    Miao, Xinyang
    Zhan, Honglei
    COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS, 2024, 690