Region-Based Algorithm for Switching Frequency Reduction in Predictive Control of Converter Supplied Electric Drives

Switching losses make up for a notable portion of all losses in converter-supplied electric drives. Control algorithms such as Finite State Model Predictive Control (FSMPC) have tackled this issue in different ways; in particular incorporating a switching penalty to the cost function. This, however, results in an optimization problem with increased computational load, restricting the attainable sampling frequency for a given computing hardware. Recently, fast algorithms have been developed that reduce the computational load. However they cannot incorporate the switching penalty term. This paper explores a way around this problem for the particular case of stator current control of a five-phase induction motor. The proposal achieves fast computation even if a term for switching frequency reduction is present in the cost function. Experimental results show how stator current tracking performance is affected in both the torque producing plane and the harmonic subspace.

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Publication Details

Journal
Algorithms
Published
2026-05-09
DOI
https://doi.org/10.3390/a19050372
Primary Topic
Multilevel Inverters and Converters
Type
article
Field-Weighted Citation Impact
0.00
Controls
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article

Region-Based Algorithm for Switching Frequency Reduction in Predictive Control of Converter Supplied Electric Drives

F. Colodro, Alfredo P. Vega-Leal, Manuel R. Arahal, Manuel G. Satué
Algorithms
Multilevel Inverters and Converters
article

Region-Based Algorithm for Switching Frequency Reduction in Predictive Control of Converter Supplied Electric Drives

F. Colodro, Alfredo P. Vega-Leal, Manuel R. Arahal, Manuel G. Satué
article en

Abstract

Switching losses make up for a notable portion of all losses in converter-supplied electric drives. Control algorithms such as Finite State Model Predictive Control (FSMPC) have tackled this issue in different ways; in particular incorporating a switching penalty to the cost function. This, however, results in an optimization problem with increased computational load, restricting the attainable sampling frequency for a given computing hardware. Recently, fast algorithms have been developed that reduce the computational load. However they cannot incorporate the switching penalty term. This paper explores a way around this problem for the particular case of stator current control of a five-phase induction motor. The proposal achieves fast computation even if a term for switching frequency reduction is present in the cost function. Experimental results show how stator current tracking performance is affected in both the torque producing plane and the harmonic subspace.

AlgorithmsVol. 19(5)
Universidad de Sevilla (ES)
Affordable and clean energy
Openalex Percentile: Top 7%
Multilevel Inverters and Converters
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