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Walid Merrouche

Observed name: W. Merrouche
ORCID: 0000-0002-2498-7095
Observed ORCID: 0000-0002-2498-7095
OpenAlex ID: A5062864412
Model-based fault detection in photovoltaic systems: A comprehensive review and avenues for enhancement
2024 · Bilal Taghezouit, Fouzi Harrou, et al. · Results in Engineering · 91
Parameter estimation of ECM model for Li-Ion battery using the weighted mean of vectors algorithm
2023 · Walid Merrouche, Badis Lekouaghet, et al. · Journal of Energy Storage · 87
An enhanced dynamic model of battery using genetic algorithm suitable for photovoltaic applications
2016 · S. Blaifi, S. Moulahoum, et al. · Applied Energy · 61
Monitoring and enhanced dynamic modeling of battery by genetic algorithm using LabVIEW applied in photovoltaic system
2017 · S. Blaifi, S. Moulahoum, et al. · Electrical Engineering · 31
Improved model and simulation tool for dynamic SOH estimation and life prediction of batteries used in PV systems
2022 · W. Merrouche, M. Trari, et al. · Simulation Modelling Practice and Theory · 23
Advanced parameter estimation for lithium-ion battery model using the information sharing group teaching optimization algorithm
2024 · Badis Lekouaghet, Walid Merrouche, et al. · Journal of Power Sources · 20
Fractional Order PID Controller Design for an AVR System Using the Artificial Hummingbird Optimizer Algorithm
2025 · Elouahab Bouguenna, Samir Ladaci, et al. · International Journal of Robust and Nonlinear Control · 17
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Identifying the Unknown Parameters of Equivalent Circuit Model for Li-Ion Battery Using Rao-1 Algorithm
2023 · Badis Lekouaghet, Walid Merrouche, et al. · International Electronic Conference on Applied Sciences (ASEC) · 16
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Improved lithium-ion battery health prediction with data-based approach
2024 · Walid Merrouche, Fouzi Harrou, et al. · e-Prime - Advances in Electrical Engineering Electronics and Energy · 12
Artificial Search Algorithm for Parameters Optimization of Li-Ion Battery Electrical Model
2023 · Walid Merrouche, Badis Lekouaghet, et al. · International Conference on Decision Aid Sciences and Applications (DASA) · 10
Fully Informed Search Algorithm for Estimating the Parameters of Li-Ion Battery Model under UDDS Drive Cycle Profile
2025 · Walid Merrouche, Badis Lekouaghet, et al. · Transportation research procedia · 6
An Improved Fault Diagnosis in Stand-Alone Photovoltaic System Using Artificial Neural Network
2023 · Nassim Sabri, Abdelhalim Tlemçani, et al. · Iranian Journal of Science and Technology Transactions of Electrical Engineering · 5
PWM Buck Converter used in PV Controller
2019 · Walid Merrouche, Idir Gaci, et al. · International Renewable and Sustainable Energy Conference (IRSEC) · 4
Stability and Performance Enhancement of a Step-Down Converter in Photovoltaic Systems Using an Optimization Algorithm-Based Fractional PIλDδ Controller
2025 · Elouahab Bouguenna, Samir Ladaci, et al. · Lecture notes in networks and systems · 3
Gaussian Quantum-Behaved PSO Strategy for Lithium Battery Model Optimization
2024 · Walid Merrouche, Badis Lekouaghet, et al. · Information systems engineering and management · 3
Enhancing Battery Degradation Prediction using Recurrent and Convolutional Neural Networks
2023 · Lahcene Rouani, Walid Merrouche, et al. · International Conference on Electrical Engineering and Advanced Technology (ICEEAT) · 2
Precise Parameter Identification of Lithium-ion Battery Models for Electric Vehicle Applications
2025 · Badis Lekouaghet, Walid Merrouche, et al. · International Conference on Electronics, Energy and Measurement (IC2EM) · 1
Parameters Estimation Strategy Based on Group Teaching Optimization Algorithm with Information Sharing for Li-Ion Battery 3rd Order ECM
2023 · Walid Merrouche, Badis Lekouaghet, et al. · SSRN Electronic Journal · 1
Metaheuristic Optimization and Artificial Intelligence in Wind Energy Systems for Sustainable Environment: Forecasting, Control, Design, and Diagnostics—A Critical Review
2026 · Ahmed M. Nassef, Walid Merrouche, et al. · Sustainability
Hybrid photovoltaic–thermoelectric generator renewable energy systems-a comprehensive review and bibliometric analysis
2026 · Hegazy Rezk, Walid Merrouche, et al. · Frontiers in Energy Research
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SCHO-Optimized Fractional-Order Control Strategy for Enhanced Alternator Voltage Stability
2026 · Elouahab Bouguenna, Samir Ladaci, et al. · ENP Engineering Science Journal
Accurate battery parameters estimation using Newton-Raphson-based optimizer
2026 · Mahmoud S. AbouOmar, Walid Merrouche, et al. · Transportation research procedia
Bio-Inspired Calibration of the Self-Correcting Battery Model as the Core of Digital Twin Framework
2025 · Walid Merrouche, Boughiout Islam Abd Elsammed, et al. · International Conference on Computational Intelligence, Security, and Artificial Intelligence (IntelliSecAI)
AVOA-Based Calibration of an Enhanced Self-Correcting Battery Model for Digital Twin Integration
2025 · Walid Merrouche, Boughiout Islam Abd Elsammed, et al. · International Conference on Mechanical and Electrical Engineering for Green Energy Technologies (MEEGET)
AI-Based Optimal Parameter Identification Strategy for an Enhanced Self-Correcting Battery Model Using Urban Driving Profile
2025 · Walid Merrouche, Elouahab Bouguenna, et al. · Global Conference on Sustainable Energy and Net-Zero Emissions (SENZE)
Works count: 28
Citation count: 393
H-index: 10
I10-index: 10
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