Abdelkhalek Chellakhi

Scopus Publications

Innovative hybrid GA-optimized ANN-based MPPT and hybrid super-twisting second-order sliding mode control for enhanced energy extraction and voltage stability in an isolated DC microgrid
Hajar Akli, Hassan Abouobaida, Youssef Mchaouar, Ambe Harrison, Abdelmoghit Fathelkhair, et al.
Computers and Electrical Engineering, 2026
A novel sensor-free MPPT with anti-windup PI control using single voltage sensing for photovoltaic systems
Abdelkhalek Chellakhi, Mouncef El Marghichi, Ayoub Еl Bakri, Abdelilah Hilali, Said Еl Beid, et al.
Results in Engineering, 2025
A Real-Time Investigation of an Enhanced Variable Step PO MPPT Controller for Photovoltaic Systems Using dSPACE 1104 Board
Abdelkhalek Chellakhi, Said El Beid
Energies, 2025
This paper aims to maximize the performance of photovoltaic generators under varying atmospheric conditions by employing an improved variable-step current perturbation Perturb and Observe (IVSCP-PO) MPPT controller. The proposed approach overcomes the limitations of traditional controllers and significantly enhances tracking efficiency. The IVSCP-PO controller locates the maximum power point (MPP) using current perturbation instead of voltage perturbation and employs a variable step iteration based on input variables such as power, voltage, and current for better adjustment of the boost converter’s duty ratio. Comprehensive simulations demonstrate the tracking effectiveness of the IVSCP-PO approach under varied and severe temperature and solar intensity conditions. The results indicate that the IVSCP-PO controller outperforms traditional and recently published methods by avoiding drift and oscillation and minimizing power loss. This translates to maximized static and dynamic tracking efficiencies, reaching 99.99% and 99.98%, respectively. Additionally, the IVSCP-PO controller boasts a record-breaking average tracking time of just 0.002 s, a substantial improvement over traditional and improved PO methods ranging from 0.036 to 0.6 s. To further validate these results, experiments were conducted using the dSPACE 1104 board, demonstrating the superior accuracy and effectiveness of the approach and providing a promising solution to optimize the performance of photovoltaic panels.
Accurate extraction of electrical parameters in three-diode photovoltaic systems through the enhanced mother tree methodology: A novel approach for parameter estimation
Mouncef El Marghichi, Abdelilah Hilali, Abdelkhalek Chellakhi, Mohamed Makhad, Azeddine Loulijat, et al.
Plos One, 2025
Accurately simulating photovoltaic (PV) modules requires precise parameter extraction, a complex task due to the nonlinear nature of these systems. This study introduces the Mother Tree Optimization with Climate Change (MTO-CL) algorithm to address this challenge by enhancing parameter estimation for a solar PV three-diode model. MTO-CL improves optimization performance by incorporating climate change-inspired adaptations, which affect two key phases: elimination (refreshing 20% of suboptimal solutions) and distortion (slight adjustments to 80% of remaining solutions). This balance between exploration and exploitation allows the algorithm to dynamically and effectively identify optimal parameters. Compared to seven alternative methods, MTO-CL shows superior performance in parameter estimation for various solar modules, including ST40 and SM55, across different irradiances and temperatures. It achieves exceptionally low Root Mean Square Error (RMSE) values from 0.0025A to 0.0165A and Mean Squared Error (MSE) values between 6.2 × 10^−6 and 2.7 × 10^−4, while also significantly minimizing power errors, ranging from 22.86 mW to 239.40 mW. These results demonstrate MTO-CL’s effectiveness in improving the accuracy and reliability of PV system modeling, offering a robust tool for enhanced solar energy applications.
High-efficiency MPPT strategy for PV Systems: Ripple-free precision with comprehensive simulation and experimental validation
Abdelkhalek Chellakhi, Said El Beid
Results in Engineering, 2024
An amended low-cost indirect MPPT strategy with a PID controller for boosting PV system efficiency
Abdelkhalek Chellakhi, Said El Beid, Mouncef El Marghichi, El Mahdi Bouabdalli
Results in Engineering, 2024
An Enhanced Incremental Conductance MPPT Approach for PV Power Optimization: A Simulation and Experimental Study
Abdelkhalek Chellakhi, Said El Beid, Younes Abouelmahjoub, Hajar Doubabi
Arabian Journal for Science and Engineering, 2024
Implementation of a low-cost current perturbation-based improved PO MPPT approach using Arduino board for photovoltaic systems
Abdelkhalek Chellakhi, Said El Beid, Mouncef El Marghichi, El Mahdi Bouabdalli, Ambe Harrison, et al.
E Prime Advances in Electrical Engineering Electronics and Energy, 2024
An efficient implementation of three-level boost converter with capacitor voltage balancing for an advanced MPPT approach in PV Systems
Abdelkhalek Chellakhi, Said El Beid, Younes Abouelmahjoub, Youssef Mchaouar
E Prime Advances in Electrical Engineering Electronics and Energy, 2024
Efficient and robust control of a standalone PV-storage system: An integrated single sensor-based nonlinear controller with TSCC-battery management
Hamid Belghiti, Khalid Kandoussi, Ambe Harrison, Rania Benbba, Rabie El Otmani, et al.
Journal of Energy Storage, 2024
Modelling photovoltaic modules with enhanced accuracy using particle swarm clustered optimization
Acta Imeko, 2024
Synthesis, structural, and optical behavior of erbium-doped silicophosphate glasses for photonics applications
El Mahdi Bouabdalli, Mohamed El Jouad, Samira Touhtouh, Abdelkhalek Chellakhi, Abdelowahed Hajjaji
Luminescence, 2024
A novel theta MPPT approach based on adjustable step size for photovoltaic system applications under various atmospheric conditions
Abdelkhalek Chellakhi, Said El Beid, Younes Abouelmahjoub
Energy Systems, 2024
Performance optimization of photovoltaic system under real climatic conditions using a novel MPPT approach
Hamid Belghiti, Khalid Kandoussi, Abdelkhalek Chellakhi, Youssef Mchaouar, Rabie El Otmani, et al.
Energy Sources Part A Recovery Utilization and Environmental Effects, 2024
An improved adaptable step-size P&O MPPT approach for standalone photovoltaic systems with battery station
Abdelkhalek Chellakhi, Said El Beid, Younes Abouelmahjoub
Simulation Modelling Practice and Theory, 2022
An Advanced MPPT Scheme for PV Systems Application with Less Output Ripple Magnitude of the Boost Converter
Abdelkhalek Chellakhi, Said El Beid, Younes Abouelmahjoub
International Journal of Photoenergy, 2022
An innovative Fast-Converging speed MPPT approach without oscillation for temperature varying in photovoltaic systems applications
Abdelkhalek Chellakhi, Said El Beid, Younes Abouelmahjoub
Energy Sources Part A Recovery Utilization and Environmental Effects, 2022
Nonlinear Observation and Control of Series Active Power Filters in the Presence of Voltage Sags
Y. Abouelmahjoub, S. El Beid, H. Abouobaida, Abdelkhalek Chellakhi
International Journal of Photoenergy, 2022
Optimization of Power Extracting from Photovoltaic Systems Based on a Novel Adaptable Step INC MPPT Approach
A Chellakhi, S. El Beid, Y. Abouelmahjoub, Y. Mchaouar
IFAC Papersonline, 2022
Nonlinear control of active power filter connected to photovoltaic system
Younes Abouelmahjoub, Hassan Abouobaida, Said El Beid, Abdelkhalek Chellakhi, Salaheddine Elouarraki
Materials Today Proceedings, 2022
Advanced Control and Observation of Shunt Active Power Filter Connected to PV System
Y. Abouelmahjoub, Y. Mchaouar, A. Chellakhi, A. Abouloifa, H. Abouobaida, et al.
IFAC Papersonline, 2022
Nonlinear control of single stage grid-tied photovoltaic systems based on a 3L-NPC topology
Y. Mchaouar, Y. Abouelmahjoub, A. Abouloifa, H. Abouobaida, A. Chellakhi, et al.
IFAC Papersonline, 2022
Implementation of a Novel MPPT Tactic for PV System Applications on MATLAB/Simulink and Proteus-Based Arduino Board Environments
Abdelkhalek Chellakhi, Said El Beid, Y. Abouelmahjoub
International Journal of Photoenergy, 2021
An Improved Maximum Power Point Approach for Temperature Variation in PV System Applications
Abdelkhalek Chellakhi, Said El Beid, Y. Abouelmahjoub
International Journal of Photoenergy, 2021
Ripples Amplitude Minimizing of the Output Boost Converter Using An Innovative MPPT Controller for PV Systems Applications
Abdelkhalek Chellakhi, Said El Beid, Y. Abouelmahjoub
2020 IEEE 2nd International Conference on Electronics Control Optimization and Computer Science Icecocs 2020, 2020