Frequency Constrained MPC for Efficient Grid Side Operation of Wind Power Conversion Systems

Model predictive control (MPC) has proven its applicability in power conversion control with its fast dynamic response to reference changes while ensuring critical system constraints are satisfied. Even then, the computational burden still remains a challenge for many MPC variants. In this regard, this paper formulates an indirect MPC scheme for grid-side wind converters. A quadratic program with linear constraints is solved in a receding horizon fashion with a subsequent PWM modulator. To facilitate its solution within a few hundreds of microseconds, its decision variables (modulating signals) are restricted to a specific frequency content. This approach limits the increase in problem size due to horizon length. In case studies, the proposed MPC exhibits fast response in faults and operates the converter within its safety limits.

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Publication Details

Published
2024-09-02
DOI
https://doi.org/10.1109/ecceeurope62508.2024.10752086
Citations
1
Primary Topic
Microgrid Control and Optimization
Type
article
Field-Weighted Citation Impact
0.33

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article

Frequency Constrained MPC for Efficient Grid Side Operation of Wind Power Conversion Systems

Georgios Darivianakis, Orçun Karaca
1 citations
Microgrid Control and Optimization
0.33
article

Frequency Constrained MPC for Efficient Grid Side Operation of Wind Power Conversion Systems

Georgios Darivianakis, Orçun Karaca
article en
1 citations

Abstract

Model predictive control (MPC) has proven its applicability in power conversion control with its fast dynamic response to reference changes while ensuring critical system constraints are satisfied. Even then, the computational burden still remains a challenge for many MPC variants. In this regard, this paper formulates an indirect MPC scheme for grid-side wind converters. A quadratic program with linear constraints is solved in a receding horizon fashion with a subsequent PWM modulator. To facilitate its solution within a few hundreds of microseconds, its decision variables (modulating signals) are restricted to a specific frequency content. This approach limits the increase in problem size due to horizon length. In case studies, the proposed MPC exhibits fast response in faults and operates the converter within its safety limits.

Association Fribourgeoise des Psychologues (CH), ABB (Switzerland) (CH)
ABB
Affordable and clean energy
Openalex Percentile: Top 39%
Microgrid Control and Optimization
0.33
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