Evidence map›Paper›PMID 42129271›Full record

ArticleScientific reports2026

Experimental real-time implementation of backstepping control for a PMSG wind turbine on dSPACE platform.

Adil El Kassoumi, Btissam Majout, Mohamed Lamhamdi, Mohammed Fdaili, Imad Aboudrar, Badre Bossoufi, Mohammed F Allehyani, Husam S Samkari, Mourad Yessef

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

9 authors.

Adil El KassoumiDepartment of Radiation-Matter and Instrumentation, Faculty of Sciences and Technology Settat, Hassan First University, Settat, 26000, Morocco.
Btissam MajoutLIMAS Laboratory, Faculty of Sciences Dhar El Mahraz, Sidi Mohammed Ben Abdellah University, Fes, 30000, Morocco.
Mohamed LamhamdiDepartment of Radiation-Matter and Instrumentation, Faculty of Sciences and Technology Settat, Hassan First University, Settat, 26000, Morocco.
Mohammed FdailiResearch Center in Sciences and Technologies of Engineering and Health, National Higher School of Arts and Crafts Mohammed V University, Rabat, 10000, Morocco.
Imad AboudrarEngineering and Sustainable Development Reasearch Team, EST of Dakhla Ibn Zohr University, Dakhla, 73000, Morocco.
Badre BossoufiLIMAS Laboratory, Faculty of Sciences Dhar El Mahraz, Sidi Mohammed Ben Abdellah University, Fes, 30000, Morocco.
Mohammed F AllehyaniDepartment of Electrical Engineering, University of Tabuk, Tabuk, 47713, Saudi Arabia.
Husam S SamkariDepartment of Electrical Engineering, University of Tabuk, Tabuk, 47713, Saudi Arabia.
Mourad YessefHigher School of Technology of Nador, Mohammed First University, Nador, 62000, Morocco. m.yessef@ump.ac.ma.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Wind energy conversion systems (WECS) exhibit highly nonlinear behavior due to the stochastic nature of wind speed variations. In such conditions, the main objective is to maximize the extracted power while ensuring stable system operation. This paper presents a nonlinear control strategy for a grid-connected WECS based on a permanent magnet synchronous generator (PMSG). A backstepping control strategy (BSC) is applied to regulate both the machine-side converter (MSC) and the grid-side converter (GSC). The proposed controller aims to improve wind energy extraction under variable wind conditions while ensuring smooth operation of the PMSG with satisfactory static and dynamic performance. The effectiveness of the proposed approach is first evaluated through simulation studies conducted in the MATLAB/Simulink environment. The results obtained show improvement in effectiveness in terms of reference tracking, response time, overshoot elimination, accuracy, and mitigation of power ripple. Additionally, the feasibility of the proposed BSC is experimentally verified through real-time implementation on a dSPACE DS1104 board.

Indexed as

DSPACE DS1104 boardNonlinear BacksteppingPMSGWind turbine

Identifiers

PMID42129271
PMCPMC13365618

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.