Evidence map›Paper›PMID 41714754›Full record

ArticleScientific reports2026

Advanced FCS-MPC strategy for optimized control and efficiency in photovoltaic inverters.

A Dekhane, A Djellad, Maissa Farhat, A Khouzam, P O Logerais, Maen Takruri, Aws Al-Qaisi

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In one paragraph

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

The trial behind it

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

A DekhaneNational Higher School of Technology and Engineering, Department of Electronics, Electrical Engineering and Automation, Annaba, 23005, Algeria.
A DjelladNational Higher School of Technology and Engineering, Department of Electronics, Electrical Engineering and Automation, Annaba, 23005, Algeria.
Maissa FarhatSchool of Engineering, American University of Ras Al Khaimah, Building: 75, Seih Al Araibi, Ras Al Khaimah, United Arab Emirates. maissa.farhat@gmail.com.
A KhouzamUniv Paris Est Créteil, CERTES, 61 avenue du Général de Gaulle, F-94010 Créteil, Paris, France.
P O LogeraisUniv Paris Est Créteil, CERTES, 61 avenue du Général de Gaulle, F-94010 Créteil, Paris, France.
Maen TakruriCollege of Engineering and Technology, American University of the Middle East, Egaila, 54200, Kuwait.
Aws Al-QaisiCollege of Engineering and Technology, American University of the Middle East, Egaila, 54200, Kuwait.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper proposes an enhanced Finite Control Set Model Predictive Control (FCS-MPC) approach to optimize the performance and efficiency of grid-connected photovoltaic (PV) systems. The novelty of this study lies in applying a two-step forward prediction scheme within the FCS-MPC framework, coupled with optimized cost functions, to improve control accuracy, harmonic reduction, and transient response. A 1 MW industrial-scale PV system model, based on the Oued El Kebrit power plant in Algeria, is simulated to evaluate the controller under realistic grid disturbances. Simulation results demonstrate that the proposed strategy improves efficiency from 97.63% to 97.73%, reduces voltage Total Harmonic Distortion (THDv) to 2.08%, and shortens the voltage stabilization time from 0.25s to 0.165s. Furthermore, the method ensures consistent performance during grid faults such as voltage sags and maintains grid code compliance. The proposed FCS-MPC method outperforms conventional strategies, offering a scalable and robust solution for enhancing the energy conversion and stability of large-scale PV systems.

Indexed as

EfficiencyFCS-MPCGrid integrationHarmonic distortionPredictive controlPV inverterTwo-step predictionVoltage sag

Identifiers

PMID41714754
PMCPMC13021982

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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.