MHD Macroscopic ball analysis: An Open Toolkit for Analyzing Magnetic Particle Rotation in Viscous Media

TL;DR

This paper introduces an open-source Python toolkit for analyzing the rotational behavior of magnetic particles in viscous media, facilitating detailed experimental comparisons and aiding magnetohydrodynamic research.

Contribution

The paper presents a new Python toolkit that extracts magnetic particle orientation from videos and compares it with magnetic field data, advancing experimental analysis in MHD studies.

Findings

Toolkit accurately extracts particle orientation from videos.

Enables detailed comparison with magnetic field data.

Validated through macroscopic MHD experiments.

Abstract

This paper presents MHD_Macroscopic_ball_analysis, an open-source Python toolkit developed to study the rotational dynamics of magnetized spherical particles immersed in viscous media under externally applied rotating magnetic fields. The toolkit extracts the orientation of the magnetic moment from grayscale video frames using image processing and enables detailed comparisons with synchronized magnetic field vector data. We outline the motivation, core algorithms, implementation, and validation of the toolkit in the context of macroscopic experiments simulating magnetohydrodynamic (MHD) particle behavior. The full source code and documentation are freely available on GitHub at https://github.com/robertstreize/mhd-rotation-tools, with a citable version archived on Zenodo at https://doi.org/10.5281/zenodo.1234567.