An Iterative Error Correction Procedure for Single Sheet Testers Using FEM 3D Model

Determination of single-valued BH curve and power loss curve of electric steels is an important parameter in the design of electrical machines and transformers. This paper proposes a correction procedure for the measurement of anhysteretic BH curve and power losses, based on the finite element model (FEM) and SST apparatus. A 3D finite element model (FEM) of the SST (Single Sheet Tester) was developed with respect to the IEC 60404-3 standard. The measurement results obtained with a standardized SST apparatus are fed to its FEM and used to iteratively correct initial BH and power loss curves, obtained using magnetic equivalent circuits theory. The proposed iterative correction procedure is based on the steepest descent algorithm, while the stopping criteria were based on the difference between simulated and measured global variables (power loss, induced voltage, and primary current). After correction, root mean squared errors were decreased from 1.85 A/m to 42.88 × 10<sup>-3</sup> A/m for the BH curve, and from 44.5 × 10<sup>-4</sup> W/kg to 7.28 × 10<sup>-4</sup> W/kg for the power loss curve.

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Publication Details

Journal
Sensors
Published
2025-06-18
DOI
https://doi.org/10.3390/s25123813
Primary Topic
Magnetic Properties and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

An Iterative Error Correction Procedure for Single Sheet Testers Using FEM 3D Model

Martin Dadić, Robert Krobot
Sensors
Magnetic Properties and Applications
article

An Iterative Error Correction Procedure for Single Sheet Testers Using FEM 3D Model

Martin Dadić, Robert Krobot
article en

Abstract

Determination of single-valued BH curve and power loss curve of electric steels is an important parameter in the design of electrical machines and transformers. This paper proposes a correction procedure for the measurement of anhysteretic BH curve and power losses, based on the finite element model (FEM) and SST apparatus. A 3D finite element model (FEM) of the SST (Single Sheet Tester) was developed with respect to the IEC 60404-3 standard. The measurement results obtained with a standardized SST apparatus are fed to its FEM and used to iteratively correct initial BH and power loss curves, obtained using magnetic equivalent circuits theory. The proposed iterative correction procedure is based on the steepest descent algorithm, while the stopping criteria were based on the difference between simulated and measured global variables (power loss, induced voltage, and primary current). After correction, root mean squared errors were decreased from 1.85 A/m to 42.88 × 10<sup>-3</sup> A/m for the BH curve, and from 44.5 × 10<sup>-4</sup> W/kg to 7.28 × 10<sup>-4</sup> W/kg for the power loss curve.

SensorsVol. 25(12)
University of Zagreb (HR), Skive Hospital (DK)
Hrvatska Zaklada za Znanost
Affordable and clean energy
Openalex Percentile: Top 92%
Magnetic Properties and Applications
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