journal article·2024-07

Enhancing measurement efficiency for 3D printed magnet through radial basis function interpolation

Ching-Chih Lin, Yi-Chain Lin, Chung-Wei Cheng, Mi-Ching Tsai

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Abstract

This study proposes a method that combines computer-aided design (CAD) of magnetic objects with magnetic flux simulation data to generate measurement points. The researchers of this study employed radial basis function (RBF) equations, which were applied within an existing automated magnetic measurement system platform, to reconstruct the magnetic flux density distribution of the tested object. This study specifically concentrates on using magnetized objects produced through additive manufacturing as the measurement subjects. Specifically, the NdFeB magnet examined in our study was fabricated using the pallet deposition modeling (PDM) method and was later magnetized using an electromagnet. These objects were integrated into existing simulation software, and measurement points with high magnetic flux variation were selected based on the magnetic characteristics. The data acquired from these points serves as control points for RBF interpolation, facilitating the reconstruction of magnetic flux distribution. Through this approach, a notable improvement in measurement speed and accuracy was effectively achieved.
Source: expertdata · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Non-Destructive Testing Techniques · Magnetic Field Sensors Techniques · Electric Motor Design and Analysis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (18)

Show source-provided references
1. Application of magnetic metal 3-D printing on the integration of axial-flow impeller fan motor design
2. Jiang, Ye, et al. “Designing an M-Shape Magnetic Coupler for the Wireless Charging System in Railway Applications.” IEEE Trans. Power Electron., vol. 37, no. 1, Jan. 2022, pp. 1059–73, https://doi.org/10.1109/TPEL.2021.3072248.10.1109/TPEL.2021.3072248 ↗
3. Gibson · 2021
4. Net shape 3D printed NdFeB permanent magnet10.1002/adem.201700098 ↗
5. Chang, Tsung-Wei, et al. “Fabrication of Non-Contact Magnetic Screws by Additive Manufacturing.” IEEE Trans. Magnet., vol. 58, no. 8, Aug. 2022, pp. 1–5, https://doi.org/10.1109/TMAG.2022.3149627.10.1109/TMAG.2022.3149627 ↗
6. Selema, Ahmed, et al. “Evaluation of 3D-Printed Magnetic Materials For Additively-Manufactured Electrical Machines.” J. Magnet. Magnet. Mater., vol. 569, Mar. 2023, p. 170426, https://doi.org/10.1016/j.jmmm.2023.170426.10.1016/j.jmmm.2023.170426 ↗
7. Modeling and Optimization of IRTMB for High-Speed Motor Considering Magnetic Flux Leakage Effect
8. Jian, Wei-You Jhang, et al. “Fabrication of Crack-Free Nd-Fe-B Magnets with Laser Powder Bed Fusion.” Materialia, vol. 21, Mar. 2022, p. 101351, https://doi.org/10.1016/j.mtla.2022.101351.10.1016/j.mtla.2022.101351 ↗
9. Yang, Jiaoxi, et al. “Effects of Metallurgical Defects on Magnetic Properties of SLM NiFeMo Permalloy.” Mater. Characteri., vol. 197, Mar. 2023, p. 112672, https://doi.org/10.1016/j.matchar.2023.112672.10.1016/j.matchar.2023.112672 ↗
10. Sathishkumar, N., et al. “Study and Analysis of 3D Printed FDM Components by Non-Destructive Testing Techniques.” International J. Res. Rev., vol. 7, no. 5, 2020, pp. 217–22, https://www.ijrrjournal.com/IJRR_Vol.7_Issue.5_May2020/Abstract_IJRR0032.html.
11. 3D Magnetic Flux Density Measurement with Reduced Sampling and High Accuracy Using Visual Localization and Adaptive Mesh Generation10.1007/s00170-023-12837-5 ↗
12. Measurement of Magnetic Fields by B-Spline Method10.1016/j.jmmm.2006.02.099 ↗
13. A Flux-Density-Based Electromagnetic Servo System for Real-Time Magnetic Servoing/Tracking10.1109/TMECH.2008.918581 ↗
14. Song, Shuang, et al. “An Improved Magnetic Tracking Method Using Rotating Uniaxial Coil With Sparse Points and Closed Form Analytic Solution.” IEEE Sensors J., vol. 14, no. 10, Oct. 2014, pp. 3585–92, https://doi.org/10.1109/JSEN.2014.2329186.10.1109/JSEN.2014.2329186 ↗
15. Motion Capture System of Magnetic Markers Using Three-Axial Magnetic Field Sensor10.1109/20.908928 ↗
16. Efficient Magnetic Localization and Orientation Technique for Capsule Endoscopy
17. Radial Basis Functions for Multivariable Interpolation: A Review
18. A Comparison Study Between B-spline Surface Fitting and Radial Basis Function Surface Fitting on Scattered Points