Automated Motion Control of a Microparticle Swarm in Liquids by a Single-Solenoid Electromagnetic Manipulation System

IF 7.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automation Science and Engineering Pub Date : 2024-10-25 DOI:10.1109/TASE.2024.3481660
Dingran Dong;Jianing Li;Qi Zhang;Dong Sun
{"title":"Automated Motion Control of a Microparticle Swarm in Liquids by a Single-Solenoid Electromagnetic Manipulation System","authors":"Dingran Dong;Jianing Li;Qi Zhang;Dong Sun","doi":"10.1109/TASE.2024.3481660","DOIUrl":null,"url":null,"abstract":"In recent years, magnetic field-controlled microparticles have demonstrated their superiority in biomedical applications. To improve the operation efficiency and imaging effect of microparticles, increasing numbers of researchers are devoted to driving a swarm composed of a group of microparticles. In this study, a new strategy for autonomously manipulating microparticle swarms in liquids via an electromagnetic coil system was investigated. Compared with the commonly used rotating magnetic field composed of multiple electromagnetic coils, the oscillating magnetic field drive system formed by a single electromagnetic coil reduces the occupied space meanwhile ensures the sufficient working space, making the microparticle movement more flexible while providing greater feasibility for good compatibility with imaging systems. Through designing the parameters of the input current, a vortex-shaped swarm can be formed, and the movement of the entire swarm can be pulled by controlling the coil position. Owing to the rotation of microparticles, the coefficient of the control input is unknown uncertainty. To solve this uncertainty problem, a sliding mode controller is used, and the chattering caused by the sliding mode surface is reduced using a saturation function. Lastly, the effectiveness of the proposed strategy is verified by simulation and experiments. Note to Practitioners—The motivation of this article is mainly to solve the problem of magnetic microparticle aggregation, aiming to form a stable swarm and automatically control the movement of the swarm. Most of the existing methods of aggregating microparticles to form a swarm are based on the creation of a rotating magnetic field by Helmholtz coils, which leads to the problem of spatial limitation. To solve this problem, this research uses one single solenoid to form a stable swarm, which provides more space for imaging equipment and objects requiring operation. The controlled movement of the stable swarm is achieved by manipulating the solenoid with a sliding mode controller. It reduces the impact of system uncertainties, allowing the swarm to automatically track a predefined path accurately. This will provide a new idea for the application of microparticles in the biomedical field.","PeriodicalId":51060,"journal":{"name":"IEEE Transactions on Automation Science and Engineering","volume":"22 ","pages":"8215-8226"},"PeriodicalIF":7.9000,"publicationDate":"2024-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Automation Science and Engineering","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10735792/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

In recent years, magnetic field-controlled microparticles have demonstrated their superiority in biomedical applications. To improve the operation efficiency and imaging effect of microparticles, increasing numbers of researchers are devoted to driving a swarm composed of a group of microparticles. In this study, a new strategy for autonomously manipulating microparticle swarms in liquids via an electromagnetic coil system was investigated. Compared with the commonly used rotating magnetic field composed of multiple electromagnetic coils, the oscillating magnetic field drive system formed by a single electromagnetic coil reduces the occupied space meanwhile ensures the sufficient working space, making the microparticle movement more flexible while providing greater feasibility for good compatibility with imaging systems. Through designing the parameters of the input current, a vortex-shaped swarm can be formed, and the movement of the entire swarm can be pulled by controlling the coil position. Owing to the rotation of microparticles, the coefficient of the control input is unknown uncertainty. To solve this uncertainty problem, a sliding mode controller is used, and the chattering caused by the sliding mode surface is reduced using a saturation function. Lastly, the effectiveness of the proposed strategy is verified by simulation and experiments. Note to Practitioners—The motivation of this article is mainly to solve the problem of magnetic microparticle aggregation, aiming to form a stable swarm and automatically control the movement of the swarm. Most of the existing methods of aggregating microparticles to form a swarm are based on the creation of a rotating magnetic field by Helmholtz coils, which leads to the problem of spatial limitation. To solve this problem, this research uses one single solenoid to form a stable swarm, which provides more space for imaging equipment and objects requiring operation. The controlled movement of the stable swarm is achieved by manipulating the solenoid with a sliding mode controller. It reduces the impact of system uncertainties, allowing the swarm to automatically track a predefined path accurately. This will provide a new idea for the application of microparticles in the biomedical field.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
用单电磁铁操纵系统自动控制液体中的微粒子群
近年来,磁场控制的微粒子在生物医学领域的应用已经显示出其优越性。为了提高微粒子的操作效率和成像效果,越来越多的研究人员致力于驱动由一组微粒子组成的蜂群。在这项研究中,研究了一种通过电磁线圈系统自主操纵液体中微粒群的新策略。与常用的由多个电磁线圈组成的旋转磁场相比,由单个电磁线圈组成的振荡磁场驱动系统在减少占用空间的同时保证了足够的工作空间,使微粒的运动更加灵活,同时为与成像系统的良好兼容性提供了更大的可行性。通过对输入电流参数的设计,可以形成涡状的涡流群,通过控制线圈的位置来拉动整个涡流群的运动。由于微粒的旋转,控制输入的系数具有未知的不确定性。为了解决这一不确定性问题,采用了滑模控制器,并利用饱和函数减小了滑模表面引起的抖振。最后,通过仿真和实验验证了所提策略的有效性。从业人员注意:本文的动机主要是解决磁性微粒聚集问题,旨在形成稳定的群体,并自动控制群体的运动。现有的微粒子聚集形成群体的方法大多是基于亥姆霍兹线圈产生旋转磁场,这导致了空间限制的问题。为了解决这一问题,本研究使用单个螺线管形成一个稳定的群体,为成像设备和需要操作的物体提供更多的空间。通过滑模控制器控制电磁阀,实现了稳定群的运动控制。它减少了系统不确定性的影响,使蜂群能够准确地自动跟踪预定义的路径。这将为微粒子在生物医学领域的应用提供新的思路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
期刊最新文献
Visibility-Guaranteed Tracking Control for Robotic Ureteroscopy using Robust Control Barrier Functions and Neurodynamic Optimization Dual-Observer-Based Integrated Event-Triggered State Synchronization for Discrete-Time Fuzzy Complex Networks With Output Coupling Resilient Secure Tracking Control for Attitude-Orbit Integrated Spacecraft with Aperiodic DoS Attacks: A Fully Actuated System Approach NeuralPathLite: Fast and Robust Diffusion-Based Path Planning for Autonomous Navigation DynaFuser: Uncertainty-Aware Dynamic Multimodal Fusion for End-to-End Autonomous Driving
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1