FPGA-Based Real-Time Simulation of Externally Excited Synchronous Machines

Externally excited synchronous machines (EESMs) are a rare-earth-free solution for traction applications. However, variable field excitation and magnetic coupling increase control complexity. Efficient validation of the resulting control functionalities can be carried out using hardware-in-the-loop (HIL) testing, which requires high-fidelity real-time simulation models. This paper presents a semi-analytical, discrete-time EESM model tailored for HIL applications. Nonlinear magnetic saturation and magnetic coupling are captured using an inverted flux–current characteristic combined with a rotating coordinate transformation, which improves resource utilization. Spatial harmonics are included through a Fourier decomposition of the angle-dependent inverse characteristics. Additionally, different loss mechanisms are considered to accurately represent the physical behavior of the machine. The model is parameterized using finite element analysis (FEA) results from a 100kW salient-pole EESM. It is implemented on a field-programmable gate array to achieve real-time capability at a simulation frequency of 2.5MHz. Validation results for the typical operating range show deviations below 0.1 compared to detailed FEA results, demonstrating accurate real-time simulation of the electromagnetic behavior.

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Publication Details

Journal
Energies
Published
2026-03-27
DOI
https://doi.org/10.3390/en19071661
Primary Topic
Real-time simulation and control systems
Type
article
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article

FPGA-Based Real-Time Simulation of Externally Excited Synchronous Machines

Yannick Bergheim, Jakob Andert, Fabian Jonczyk, René Scheer
Energies
Real-time simulation and control systems
article

FPGA-Based Real-Time Simulation of Externally Excited Synchronous Machines

Yannick Bergheim, Jakob Andert, Fabian Jonczyk, René Scheer
article en

Abstract

Externally excited synchronous machines (EESMs) are a rare-earth-free solution for traction applications. However, variable field excitation and magnetic coupling increase control complexity. Efficient validation of the resulting control functionalities can be carried out using hardware-in-the-loop (HIL) testing, which requires high-fidelity real-time simulation models. This paper presents a semi-analytical, discrete-time EESM model tailored for HIL applications. Nonlinear magnetic saturation and magnetic coupling are captured using an inverted flux–current characteristic combined with a rotating coordinate transformation, which improves resource utilization. Spatial harmonics are included through a Fourier decomposition of the angle-dependent inverse characteristics. Additionally, different loss mechanisms are considered to accurately represent the physical behavior of the machine. The model is parameterized using finite element analysis (FEA) results from a 100kW salient-pole EESM. It is implemented on a field-programmable gate array to achieve real-time capability at a simulation frequency of 2.5MHz. Validation results for the typical operating range show deviations below 0.1 compared to detailed FEA results, demonstrating accurate real-time simulation of the electromagnetic behavior.

EnergiesVol. 19(7)
Denso (United States) (US), RWTH Aachen University (DE), FH Aachen (DE)
Decent work and economic growth
Openalex Percentile: Top 4%
Real-time simulation and control systems
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