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Khaled Ferkous

Observed names: Ferkous Khaled, Ferkous, Khaled, Khale Ferkous
ORCID: 0000-0002-8079-0705
Observed ORCIDs: 0000-0002-8079-0705, 0009-0006-7194-756X
OpenAlex ID: A5043103542
An analysis of case studies for advancing photovoltaic power forecasting through multi-scale fusion techniques
2024 · Mawloud Guermoui, Amor Fezzani, et al. · Scientific Reports · 90
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A novel learning approach for short-term photovoltaic power forecasting - A review and case studies
2024 · Khaled Ferkous, Mawloud Guermoui, et al. · Engineering Applications of Artificial Intelligence · 77
Potential Assessment of the Tvf-Emd Decomposition Method In Forecasting Hourly Global Solar Radiation: Review and Case Studies
2022 · Mawloud Guermoui, Kacem Gairaa, et al. · Journal of Cleaner Production · 52
Design of Online Fuzzy Tuning LQR Controller Applied to Rotary Single Inverted Pendulum: Experimental Validation
2022 · Belgacem Bekkar, Khale Ferkous · Arabian Journal for Science and Engineering · 41
Enhancing photovoltaic energy forecasting: a progressive approach using wavelet packet decomposition
2024 · Khaled Ferkous, Mawloud Guermoui, et al. · Clean Energy · 25
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Comparative performance analysis of hemispherical solar stills using date and olive kernels as heat storage material
2025 · Reski Khelifi, Tawfiq Chekifi, et al. · Scientific Reports · 24
Optimized solar power forecasting: A multi-decomposition framework using VMD and swarm techniques
2025 · Khaled Ferkous, Sarra Menakh, et al. · AIP Advances · 18
Wavelet-Gaussian process regression model for forecasting daily solar radiation in the Saharan climate
2021 · Khaled Ferkous, Farouk Chellali, et al. · Clean Energy · 18
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First-principles calculations to investigate structural, elastic, electronic and optical properties of A2OsH6 for storage hydrogen and optoelectronic devices
2022 · Sarra Menakh, B. Daoudi, et al. · Computational Condensed Matter · 14
A hybrid approach based on complete ensemble empirical mode decomposition with adaptive noise for multi-step-ahead solar radiation forecasting
2022 · Khaled Ferkous, Tayeb Boulmaiz, et al. · Clean Energy · 13
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Wavelet Packet-gaussian Process Regression Multivariate and Univariate Model for Forecasting Daily Solar Radiation
2021 · Ferkous Khaled, Chellali Farouk, et al. · International Journal of Energy for a Clean Environment · 12
Hierarchical frequency-aware transformer for robust short- and multi-horizon photovoltaic power forecasting
2026 · Khaled Ferkous, Sarra Menakh, et al. · Expert Systems with Applications · 7
Wavelet-Gaussian Process Regression Model for Regression Daily Solar Radiation in Ghardaia, Algeria
2021 · Khaled Ferkous, Farouk Chellali, et al. · Instrumentation Mesure Métrologie · 7
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Pre-processing satellite rainfall products improves hydrological simulations with machine learning
2024 · Tayeb Boulmaiz, Radia Hafsi, et al. · Hydrological Sciences Journal · 5
Short-Term Photovoltaic Power Forecasting Using a Hybrid VMD-WPD-LSTM Model with Reconstruction
2026 · Khaled Ferkous, Belgacem Bekkar, et al. · Arabian Journal for Science and Engineering · 3
A Shooting Method Solution for a Convective-radiative Straight Longitudinal Fin With Variable Thermal Properties and Nonlinear Boundary Conditions
2022 · Fahd Abdelmouiz Ziari, Achour Benslama, et al. · International Journal of Energy for a Clean Environment · 2
Mixed-Sensitivity H∞ Voltage Regulation of a Boost DC–DC Converter with Integral Augmentation: Design and LQR Benchmarking
2026 · Belgacem Bekkar, Khaled Ferkous, et al. · Journal Européen des Systèmes Automatisés · 1
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Integrating Hybrid AI Models for Improved PV Power Forecasting: A Path Toward Sustainable Energy
2025 · Mawloud Guermoui, Khaled Ferkous, et al. · Green chemistry and sustainable technology · 1
Beyond Traditional Models: Transformer-Swarm Decomposition for Cutting-Edge Solar Power Forecasting Performance
2026 · Khaled Ferkous, Mawloud Guermoui, et al. · Arabian Journal for Science and Engineering
Optimization of Advanced Sliding Mode Controllers Using Genetic Algorithms for Enhanced Magnetic Levitation System Performance
2026 · Belgacem Bekkar, Khaled Ferkous · WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL
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Hybrid Forecasting of Photovoltaic Production: A Comparative Study of Short- and Medium-Term Horizons with Signal Decomposition.
2026 · Soundous SEKAYAR, Khaled Ferkous, et al. · International Journal of Energy for a Clean Environment
A Robust Hybrid CEEMDAN-IF-BiLSTM Framework for Accurate Short-Term Photovoltaic Power Forecasting
2025 · Khaled Ferkous, Belgacem Bekkar, et al. · WSEAS TRANSACTIONS ON POWER SYSTEMS
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Hybrid ANN PV Power Forecasting with Multi-Decomposition: Tindouf Case Study
2025 · Soundous Sekayar, Khaled Ferkous, et al. · International Conference on Power Electronics and their Applications (ICPEA)
A Hybrid LSTM Forecasting Models with Dual Signal Decomposition: A Comparative Study for Energy Consumption
2025 · Fatima Zohra Oulad Laid, Khaled Ferkous, et al. · International Conference on Power Electronics and their Applications (ICPEA)
Artificial Intelligence-Based Flood Mapping: A Case Study of El Tarf Governorate, Algeria
2025 · Tayeb Boulmaiz, Khaled Ferkous, et al. · Green chemistry and sustainable technology
Works count: 27
Citation count: 411
H-index: 11
I10-index: 11
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