Gradient-Based Predictive Pulse Pattern Control with Single-Phase Formulation

This paper presents a direct model predictive control (MPC) algorithm for three-phase power electronic systems, such as medium-voltage (MV) drives. The proposed control strategy manipulates a baseline pulse pattern, such as an optimized pulse pattern (OPP), in real time at the single-phase level, enabling independent control of the three phases. By doing so, this approach ensures excellent steady-state performance-quantified by the load current total demand distortion (TDD)-along with very short settling times during transients and excellent disturbance rejection. Additionally, by leveraging single-phase gradient based predictions, the proposed control strategy can tackle complex power electronic systems and demanding control problems with multiple-and possibly conflicting-control objectives. To high-light the superior performance of the proposed control strategy, comparisons with both conventional and advanced control methods are presented based on a case study involving a three-level neutral-point-clamped (NPC) inverter and an MV induction machine.

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Publication Details

Published
2025-10-19
DOI
https://doi.org/10.1109/ecce58356.2025.11260155
Citations
1
Primary Topic
Multilevel Inverters and Converters
Type
article
Field-Weighted Citation Impact
0.73
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article

Gradient-Based Predictive Pulse Pattern Control with Single-Phase Formulation

Πέτρος Καραμανάκος, Tobias Geyer, Ilari Hilden
1 citations
Multilevel Inverters and Converters
0.73
article

Gradient-Based Predictive Pulse Pattern Control with Single-Phase Formulation

Πέτρος Καραμανάκος, Tobias Geyer, Ilari Hilden
article en
1 citations

Abstract

This paper presents a direct model predictive control (MPC) algorithm for three-phase power electronic systems, such as medium-voltage (MV) drives. The proposed control strategy manipulates a baseline pulse pattern, such as an optimized pulse pattern (OPP), in real time at the single-phase level, enabling independent control of the three phases. By doing so, this approach ensures excellent steady-state performance-quantified by the load current total demand distortion (TDD)-along with very short settling times during transients and excellent disturbance rejection. Additionally, by leveraging single-phase gradient based predictions, the proposed control strategy can tackle complex power electronic systems and demanding control problems with multiple-and possibly conflicting-control objectives. To high-light the superior performance of the proposed control strategy, comparisons with both conventional and advanced control methods are presented based on a case study involving a three-level neutral-point-clamped (NPC) inverter and an MV induction machine.

Tampere University (FI), ABB (Switzerland) (CH)
Openalex Percentile: Top 21%
Multilevel Inverters and Converters
0.73
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Gradient-Based Predictive Pulse Pattern Control with Single-Phase Formulation — Πέτρος Καραμανάκος, Tobias Geyer, et al. · (2025) | TGRS Research Map | TGRS