Enhancing Simulation Precision of Modular Multilevel Converters Through Hardware-Informed Digital Twin

In many scenarios, most power electronics simulation tools cannot accurately track the output performance of modular multilevel converters (MMCs) during experimental verification. Therefore, this paper presents a digital twin (DT)-driven method leveraging hardware information to improve the simulation precision of MMCs. This DT model, which is developed on the Python/PSCAD co-simulation platform, not only facilitates the processing of experimental data, but also realizes the automatic control of simulation. The design principle of the proposed model is demonstrated using a physical three-phase MMC with carrier phase-shifted pulsewidth modulation (CPS-PWM). The results prove that compared with the traditional simulation model, the voltage and current performance of the DT model aligns more closely with that of the physical system.

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Publication Details

Published
2024-11-08
DOI
https://doi.org/10.1109/isesc63657.2024.10785425
Citations
1
Primary Topic
Silicon Carbide Semiconductor Technologies
Type
article
Field-Weighted Citation Impact
0.21
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Enhancing Simulation Precision of Modular Multilevel Converters Through Hardware-Informed Digital Twin

Ningyi Dai, Zhipeng Zhou
1 citations
Silicon Carbide Semiconductor Technologies
0.21
article

Enhancing Simulation Precision of Modular Multilevel Converters Through Hardware-Informed Digital Twin

Ningyi Dai, Zhipeng Zhou
article en
1 citations

Abstract

In many scenarios, most power electronics simulation tools cannot accurately track the output performance of modular multilevel converters (MMCs) during experimental verification. Therefore, this paper presents a digital twin (DT)-driven method leveraging hardware information to improve the simulation precision of MMCs. This DT model, which is developed on the Python/PSCAD co-simulation platform, not only facilitates the processing of experimental data, but also realizes the automatic control of simulation. The design principle of the proposed model is demonstrated using a physical three-phase MMC with carrier phase-shifted pulsewidth modulation (CPS-PWM). The results prove that compared with the traditional simulation model, the voltage and current performance of the DT model aligns more closely with that of the physical system.

University of Macau (MO), City University of Macau (MO)
Openalex Percentile: Top 45%
Silicon Carbide Semiconductor Technologies
0.21
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