Solar shunt active power filter based on optimized direct power control strategy with disturbance rejection principle
DOI:
https://doi.org/10.20998/2074-272X.2024.3.10Keywords:
improved direct power control, particle swarm optimization, disturbance rejection principle, fuzzy maximum power point trackingAbstract
Introduction. This paper focuses on a renewable energy system coupled to a dual purpose power grid via a parallel active power filter for injecting photovoltaic energy into the grid and improving the power quality in the presence of the non-linear load. The novelty of the work consists in the combination of two advanced techniques – Fuzzy Logic Controller (FLC) and the optimized Anti-Windup Fractional Order Proportional-Integral Differentiator (AW-FOPID) regulator based on Particle Swarm Optimization with the Spreading Factor (PSO-SF) algorithm, applied to the improved Direct Power Control (DPC) strategy under different conditions related to climate changes and healthy or infected electrical network. Purpose. Its main role is to improve the power quality and reject the perturbations deforming the electrical network under distorted, unbalanced and balanced grid voltage conditions. Besides, the FLC is employed the Maximum Power Point Tracking (MPPT) under any weather conditions. In addition, the optimized AW-FOPID controller leads to keep the DC bus voltage at its reference value with small undershoots and overshoots in the voltage with a short response time in steady or dynamic states. Methods. The rejection of disturbances affecting the grid is offered by the improved DPC. On the other hand, an intelligent method based on fuzzy logic was used MPPT under any weather conditions. Furthermore, an AW-FOPID regulator based on PSO-SF algorithm is used to keep the DC bus voltage at its reference value with small undershoots and overshoots in the voltage, while keeping a fast response time. Results. The proposed system control is evaluated in various states of power source: distorted, unbalanced, and balanced by simulation using MATLAB/Simulink. The simulation results illustrate the effectiveness and performance of the studied control strategies. References 26, tables 8, figures 16.
References
Mansouri N., Lashab A., Guerrero J.M., Cherif A. Photovoltaic power plants in electrical distribution networks: a review on their impact and solutions. IET Renewable Power Generation, 2020, vol. 14, no. 12, pp. 2114-2125. https://doi.org/10.1049/iet-rpg.2019.1172.
Lashab A., Sera D., Hahn F., Juarez Camurca L., Liserre M., Guerrero J.M. A Reduced Power Switches Count Multilevel Converter-Based Photovoltaic System With Integrated Energy Storage. IEEE Transactions on Industrial Electronics, 2021, vol. 68, no. 9, pp. 8231-8240. doi: https://doi.org/10.1109/TIE.2020.3009594.
Abouadane H., Fakkar A., Sera D., Lashab A., Spataru S., Kerekes T. Multiple-Power-Sample Based P&O MPPT for Fast-Changing Irradiance Conditions for a Simple Implementation. IEEE Journal of Photovoltaics, 2020, vol. 10, no. 5, pp. 1481-1488. doi: https://doi.org/10.1109/JPHOTOV.2020.3009781.
Youcefa B., Massoum A., Barkat S., Wira P. Backstepping Direct Power Control for Power Quality Enhancement of Grid-connected Photovoltaic System Implemented with PIL Co-simulation Technique. Advances in Modelling and Analysis C, 2019, vol. 74, no. 1, pp. 1-14. doi: https://doi.org/10.18280/ama_c.740101.
El Ouanjli N., Motahhir S., Derouich A., El Ghzizal A., Chebabhi A., Taoussi M. Improved DTC strategy of doubly fed induction motor using fuzzy logic controller. Energy Reports, 2019, vol. 5, pp. 271-279. doi: https://doi.org/10.1016/j.egyr.2019.02.001.
Aissa O., Moulahoum S., Colak I., Babes B., Kabache N. Analysis and experimental evaluation of shunt active power filter for power quality improvement based on predictive direct power control. Environmental Science and Pollution Research, 2018, vol. 25, no. 25), pp. 24548-24560. doi: https://doi.org/10.1007/s11356-017-0396-1.
Bourouis B., Djeghloud H., Benalla H. Energy efficiency of a 3-level shunt active power filter powered by a fuel-cell / battery DC bus with regulated duty cycles. Electrical Engineering & Electromechanics, 2021, no. 5, pp. 30-38. doi: https://doi.org/10.20998/2074-272X.2021.5.05.
Chemidi A., Benhabib M.C., Bourouis M.A. Performance improvement of shunt active power filter based on indirect control with a new robust phase-locked loop. Electrical Engineering & Electromechanics, 2022, no. 4, pp. 51-56. doi: https://doi.org/10.20998/2074-272X.2022.4.07.
Boudechiche G., Sarra M., Aissa O., Lashab A. Intelligent Solar Shunt Active Power Filter Based on Direct Power Control Strategy. Lecture Notes in Networks and Systems, 2021, vol. 174, pp. 467-477. doi: https://doi.org/10.1007/978-3-030-63846-7_44.
Noguchi T., Tomiki H., Kondo S., Takahashi I. Direct power control of PWM converter without power-source voltage sensors. IEEE Transactions on Industry Applications, 1998, vol. 34, no. 3, pp. 473-479. doi: https://doi.org/10.1109/28.673716.
Sarra M., Belkaid A., Colak I., Boudechiche G., Kayisli K. Fuzzy-MPPT Controller Based Solar Shunt Active Power Filter. 2022 11th International Conference on Renewable Energy Research and Application (ICRERA), 2022, pp. 436-440. doi: https://doi.org/10.1109/ICRERA55966.2022.9922873.
Essoussi B., Moutabir A., Bensassi B., Ouchatti A., Zahraoui Y., Benazza B. Power Quality Improvement using a New DPC Switching Table for a Three-Phase SAPF. International Journal of Robotics and Control Systems, 2023, vol. 3, no. 3, pp. 510-529. doi: https://doi.org/10.31763/ijrcs.v3i3.1042.
Naamane D., Laid Z., Fateh M. Power Quality Improvement Based on Third-Order Sliding Mode Direct Power Control of Microgrid-Connected Photovoltaic System with Battery Storage and Nonlinear Load. Iranian Journal of Science and Technology, Transactions of Electrical Engineering, 2023, vol. 47, no. 4, pp. 1473-1490. doi: https://doi.org/10.1007/s40998-023-00627-4.
Liu X., Qiu L., Wu W., Ma J., Fang Y., Peng Z., Wang D. Efficient model-free predictive power control for active front-end modular multilevel converter. International Journal of Electrical Power & Energy Systems, 2021, vol. 132, art. no. 107058. doi: https://doi.org/10.1016/j.ijepes.2021.107058.
Lhachemi H., Prieur C., Trelat E. PI Regulation of a Reaction–Diffusion Equation With Delayed Boundary Control. IEEE Transactions on Automatic Control, 2021, vol. 66, no. 4, pp. 1573-1587. doi: https://doi.org/10.1109/TAC.2020.2996598.
Boudechiche G., Sarra M., Aissa O., Gaubert J.-P., Benlahbib B., Lashab A. Anti-Windup FOPID-Based DPC for SAPF Interconnected to a PV System Tuned Using PSO Algorithm. European Journal of Electrical Engineering, 2020, vol. 22, no. 4-5, pp. 313-324. doi: https://doi.org/10.18280/ejee.224-503.
Oustaloup A. La dérivation non entière: théorie, synthèse et applications. Paris, 1995. 508 p. (Fra).
Oustaloup A., Levron F., Mathieu B., Nanot F.M. Frequency-band complex noninteger differentiator: characterization and synthesis. IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 2000, vol. 47, no. 1, pp. 25-39. doi: https://doi.org/10.1109/81.817385.
Zerzouri N., Ben Si Ali N., Benalia N. A maximum power point tracking of a photovoltaic system connected to a three-phase grid using a variable step size perturb and observe algorithm. Electrical Engineering & Electromechanics, 2023, no. 5, pp. 37-46. doi: https://doi.org/10.20998/2074-272X.2023.5.06.
Louarem S., Kebbab F.Z., Salhi H., Nouri H. A comparative study of maximum power point tracking techniques for a photovoltaic grid-connected system. Electrical Engineering & Electromechanics, 2022, no. 4, pp. 27-33. doi: https://doi.org/10.20998/2074-272X.2022.4.04.
Bouafia A., Gaubert J.P., Chaoui A. Direct power control scheme based on disturbance rejection principle for three-phase PWM AC/DC converter under different input voltage conditions. Journal of Electrical Systems, 2012, vol. 8, no. 4, pp. 367-383.
Abdelkader B., Merabti A., Yamina B. Using PSO algorithm for power flow management enhancement in PV-battery grid systems. International Journal of Power Electronics and Drive Systems (IJPEDS), 2023, vol. 14, no. 1, pp. 413-425. doi: https://doi.org/10.11591/ijpeds.v14.i1.pp413-425.
Kennedy J., Eberhart R. Particle swarm optimization. Proceedings of ICNN’95 - International Conference on Neural Networks, 1995, vol. 4, pp. 1942-1948. doi: https://doi.org/10.1109/ICNN.1995.488968.
Benslimane A., Benslimane Y. Increase Stability and Efficiency in PV-Battery-Grid Systems Using PSO Algorithm. European Journal of Electrical Engineering, 2022, vol. 24, no. 2, pp. 113-121. doi: https://doi.org/10.18280/ejee.240206.
Abd Latiff I., Tokhi M.O. Fast convergence strategy for Particle Swarm Optimization using spread factor. 2009 IEEE Congress on Evolutionary Computation, 2009, pp. 2693-2700. doi: https://doi.org/10.1109/CEC.2009.4983280.
Leopoldino A.L.M., Freitas C.M., Monteiro L.F.C.Analysis of the Hybrid PSO-InC MPPT for Different Partial Shading Conditions. Advances in Electrical and Computer Engineering, 2022, vol. 22, no. 2, pp. 29-36. doi: https://doi.org/10.4316/AECE.2022.02004.
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