Look-Up Table Based Reduced Order Model of Synchronous Motors for Digital Twin Applications

Electric motors can be represented as non-linear (NL), multiple input multiple output (MIMO), highly interconnected systems. Finite Element (FE) simulations are powerful tools to represent electric motors. However, the process can be time consuming. A Reduced Order Model (ROM) approach emerged as a possible alternative to describe the physical behavior of an electric motor. This paper presents a reduced order model for a Synchronous Reluctance motor, built from a general method for synchronous machines. Currents from simulations and measurement have been compared in time and frequency domains, to explore the possible application of such generated model in Digital Twin applications.

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Publication Details

Published
2025-04-09
DOI
https://doi.org/10.1109/wemdcd61816.2025.11014152
Citations
1
Primary Topic
Electric Motor Design and Analysis
Type
article
Field-Weighted Citation Impact
0.73
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article

Look-Up Table Based Reduced Order Model of Synchronous Motors for Digital Twin Applications

Lorenzo Mantione, Marcello Minervini, Gabriele De Boni, Lucia Frosini
1 citations
Electric Motor Design and Analysis
0.73
article

Look-Up Table Based Reduced Order Model of Synchronous Motors for Digital Twin Applications

Lorenzo Mantione, Marcello Minervini, Gabriele De Boni, Lucia Frosini
article en
1 citations

Abstract

Electric motors can be represented as non-linear (NL), multiple input multiple output (MIMO), highly interconnected systems. Finite Element (FE) simulations are powerful tools to represent electric motors. However, the process can be time consuming. A Reduced Order Model (ROM) approach emerged as a possible alternative to describe the physical behavior of an electric motor. This paper presents a reduced order model for a Synchronous Reluctance motor, built from a general method for synchronous machines. Currents from simulations and measurement have been compared in time and frequency domains, to explore the possible application of such generated model in Digital Twin applications.

University of Bergamo (IT), University of Pavia (IT)
Affordable and clean energy
Openalex Percentile: Top 27%
Electric Motor Design and Analysis
0.73
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Look-Up Table Based Reduced Order Model of Synchronous Motors for Digital Twin Applications — Lorenzo Mantione, Marcello Minervini, et al. · (2025) | TGRS Research Map | TGRS