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Updated: Jun 10, 2025

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An Additive Manufacturing Technique for the Facile and Rapid Fabrication of Hydrogel-based Micromachines with Magnetically Responsive Components
Published on: July 18, 2018
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Closed-loop Control for a Heterogeneous Group of Magnetically-actuated Microrobots
Logan E Beaver1, Zameer Hussain Shah2, Max Sokolich2
1Department of Mechanical and Aerospace Engineering, Old Dominion University, Norfolk, VA 23529, USA.
Summary
This study presents a novel method for fabricating diverse micro-robots and a control law for precise formation. Heterogeneous micro-robot dynamics are essential for achieving arbitrary formations in real-time applications.
Area of Science:
- Robotics
- Biomedical Engineering
- Materials Science
Background:
- Magnetically-actuated micro-robots offer safe, flexible, and cost-effective solutions for medical applications.
- Precise control of micro-robot motion is crucial for many practical applications, often requiring real-time adjustments via closed-loop control.
Purpose of the Study:
- To develop a rapid fabrication process for heterogeneous micro-robots using colloidal synthesis.
- To design a closed-loop control law for driving micro-robots into desired planar formations.
- To demonstrate the necessity of dynamic heterogeneity for achieving arbitrary micro-robot formations.
Main Methods:
- Colloidal synthesis for high-throughput fabrication of diverse micro-robots.
- Development of a closed-loop control law for real-time motion adjustment.
- Mathematical proof of heterogeneity's necessity for arbitrary formations.
Main Results:
- Successful rapid fabrication of numerous heterogeneous micro-robots.
- Demonstration of a control law capable of driving micro-robots to desired formations.
- Experimental validation showing that a specific number of micro-robots can achieve any arbitrary formation.
Conclusions:
- Heterogeneous micro-robot dynamics are essential for generating arbitrary formations.
- The developed closed-loop control law enables precise real-time formation control of micro-robots.
- This approach facilitates the practical application of magnetically-actuated micro-robots in complex scenarios.

