From Transportation to Manipulation:
Enabling Grasping in Magnetic Robotics
Lara Bergmann, Noah Greis, Cedric Grothues, Lisa-Marie Weigelt, and Klaus Neumann
CITEC, Bielefeld University, Germany
Fraunhofer IOSB-INA, Lemgo, Germany
Magnetic levitation (MagLev) systems have great potential for application in high-mix, low-volume manufacturing due to their scalability and flexibility, enabling highly reconfigurable in-machine material flow. However, their manipulation capabilities remain largely unexploited, as current applications almost exclusively focus on transportation. To enable grasping and manipulation directly on MagLev systems without requiring additional costly handling equipment, such as industrial robot arms, we present the Gripper MagBot, a low-cost parallel 6-DoF manipulator with an integrated 1-DoF gripper that mechanically couples three MagLev movers. The Gripper MagBot supports two operating configurations: a default mode and a single-track mode, selectable depending on the required stability and workspace footprint. To reconfigure a machine, the MagBot can be autonomously dropped off and picked up using a docking station. We showcase pick-and-place examples in simulation, as well as with the real Gripper MagBot using our inverse kinematics controller.
We created a MuJoCo model of the Gripper MagBot that, along with the inverse kinematic controller, is integrated into the MagBotSim library. Since MagBotSim is open-source, available via pip, and already includes the MuJoCo model of the 6D-Platform MagBot, it facilitates the development of motion planning and manipulation approaches specifically designed for MagBots.
Task: Grasp the cube, rotate it so that the white side is facing upward, and place the cube on the left platform.
Platforms have different heights and are offset along the x-axis, i.e. task requires all DoFs
Autonomous drop-off and pick-up
Movers are interchangeable and can switch places
We showcase a pick-and-place example using the real Gripper MagBot. The MagBot picks up a cube (product) from a platform, moves around to account for a real trajectory with a grasped product, and places the cube back onto the same platform. This task requires using 4+1 DoFs (x, y, z, α, and the fingers) of the MagBot.
Copyright © 2026 Lara Bergmann, Noah Greis, Cedric Grothues, Lisa-Marie Weigelt, and Klaus Neumann
The Gripper MagBot's design, CAD files, assembly instructions, and documentation on this website are licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).
You are free to copy, share, and adapt these materials provided that you:
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For commercial licensing inquiries, please contact Lara Bergmann (lara.bergmann@uni-bielefeld.de).