Neural Sliding Mode Control of a permanent magnet synchronous generator PMSG integrated in a wind system

This paper deals with the use of a Permanent Magnet Synchronous Generator (PMSG) for the production of wind energy and the injection of the energy produced into a power grid. The aim of this work is to improve the performance of the permanent magnet synchronous generator (PMSG) connected to the electrical grid. The sliding mode control (SMC) is part of the family of variable structure controllers, i.e. controls switching between several different control laws. This latter control induces in practice high frequency switching known as chattering. These switching can excite unwanted dynamics that risk destabilizing, deteriorating or even destroying the system studied. There are several methods to reduce this phenomenon, among these methods the combined sliding mode and neural control (NSMC). A comparative study between the classic (SMC) control and the proposed (NSMC) has been made. The classic SMC regulator gives rise to a wide band of oscillations of the power and current quantities, which results in a high harmonic rate (THD) compared to the NSMC control.

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Publication Details

Journal
STUDIES IN ENGINEERING AND EXACT SCIENCES
Published
2024-12-26
DOI
https://doi.org/10.54021/seesv5n3-070
Primary Topic
Energy Load and Power Forecasting
Type
article
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article

Neural Sliding Mode Control of a permanent magnet synchronous generator PMSG integrated in a wind system

Brahim Berbaoui, Ibrahim Yaichi, Mohammed Aoumri, Abdelkader Harrouz et al.
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STUDIES IN ENGINEERING AND EXACT SCIENCES
Energy Load and Power Forecasting
article

Neural Sliding Mode Control of a permanent magnet synchronous generator PMSG integrated in a wind system

Brahim Berbaoui, Ibrahim Yaichi, Mohammed Aoumri, Abdelkader Harrouz, Seddik Baala
article en

Abstract

This paper deals with the use of a Permanent Magnet Synchronous Generator (PMSG) for the production of wind energy and the injection of the energy produced into a power grid. The aim of this work is to improve the performance of the permanent magnet synchronous generator (PMSG) connected to the electrical grid. The sliding mode control (SMC) is part of the family of variable structure controllers, i.e. controls switching between several different control laws. This latter control induces in practice high frequency switching known as chattering. These switching can excite unwanted dynamics that risk destabilizing, deteriorating or even destroying the system studied. There are several methods to reduce this phenomenon, among these methods the combined sliding mode and neural control (NSMC). A comparative study between the classic (SMC) control and the proposed (NSMC) has been made. The classic SMC regulator gives rise to a wide band of oscillations of the power and current quantities, which results in a high harmonic rate (THD) compared to the NSMC control.

STUDIES IN ENGINEERING AND EXACT SCIENCESVol. 5(3)
Affordable and clean energy
Openalex Percentile: Top 78%
Energy Load and Power Forecasting
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Neural Sliding Mode Control of a permanent magnet synchronous generator PMSG integrated in a wind system — Brahim Berbaoui, Ibrahim Yaichi, et al. · STUDIES IN ENGINEERING AND EXACT SCIENCES (2024) | TGRS Research Map | TGRS