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Harmonic Mitigation Using Meta-Heuristic Optimization for Shunt Adaptive Power Filters: A Review

Author

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  • Minh Ly Duc

    (Faculty of Commerce, Van Lang University, 69/68 Dang Thuy Tram, Ward 13, Binh Thanh District, Ho Chi Minh City 70000, Vietnam
    Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB–Technical University of Ostrava, 17. Listopadu 2172/15, 708 00 Ostrava, Czech Republic)

  • Lukas Hlavaty

    (Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB–Technical University of Ostrava, 17. Listopadu 2172/15, 708 00 Ostrava, Czech Republic)

  • Petr Bilik

    (Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB–Technical University of Ostrava, 17. Listopadu 2172/15, 708 00 Ostrava, Czech Republic)

  • Radek Martinek

    (Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB–Technical University of Ostrava, 17. Listopadu 2172/15, 708 00 Ostrava, Czech Republic)

Abstract

Shunt Adaptive Power Filter (SAPF) is widely used in the performance of power quality improvement activities in the power supply industry for processing industries or civil power sources in the world today based on its simplicity, transparency, high reliability, efficiency, and reliability, and their powerful compensating current-providing nature. The PI controller integrated into the SAPF operation mechanism works with extra high efficiency in selecting the current to compensate for the lost current generated in the power supply due to harmonics generated by the K p , K i parameter values. The system operates by the PWM method for bridge rectifier circuits that perform the function of selecting the appropriate compensating current, providing correct compensation for the amount of current loss in the power supply. Adjusting the K p , K i parameter to reach the optimal value by different methods is a promising and popular research direction at present. The K p , K i parameter serves the right purpose for the PI controller to generate enough PWM pulses to excite the bridge rectifiers to generate just the right amount of compensating current and enough current to be compensated on the power supply. The commonly used K p , K i parameter adjustment methods include the Ziegler Nichols closed-loop vibration method, the P-Q theoretical method, and several other methods. This study conducts a comprehensive review of the literature on modern strategies for adjusting the K p , K i parameters in the PI controller in the SAPF suite by using the meta-heuristic optimization method. This study performs classification according to the operation mode of meta-heuristic optimization methods to adjust the K p , K i parameter to control the PI to select the correct PWM frequency to activate bridge rectifiers to select the most optimal compensation current to compensate for the loss of current on the power supply to meet the goal of improving power quality in accordance with IEEE 519-2022 standard, leading to the total harmonic distortion (THD) value is below 5%. The study presents in detail some meta-heuristic optimization algorithms, including applications, mathematical equations, and implementation of flow charts for SAPF and provides some open problems for future research. The main objective of this study is to provide an overview of applying meta-heuristic optimization algorithms to the K p , K i parameter tuning of PI controllers.

Suggested Citation

  • Minh Ly Duc & Lukas Hlavaty & Petr Bilik & Radek Martinek, 2023. "Harmonic Mitigation Using Meta-Heuristic Optimization for Shunt Adaptive Power Filters: A Review," Energies, MDPI, vol. 16(10), pages 1-55, May.
    • Handle: RePEc:gam:jeners:v:16:y:2023:i:10:p:3998-:d:1142990
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    References listed on IDEAS

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    1. Abraham Marquez Alcaide & Jose I. Leon & Marta Laguna & Francisco Gonzalez-Rodriguez & Ramon Portillo & Eduardo Zafra-Ratia & Sergio Vazquez & Leopoldo G. Franquelo & Sertac Bayhan & Haitham Abu-Rub, 2020. "Real-Time Selective Harmonic Mitigation Technique for Power Converters Based on the Exchange Market Algorithm," Energies, MDPI, vol. 13(7), pages 1-17, April.
    2. Radek Martinek & Jaroslav Rzidky & Rene Jaros & Petr Bilik & Martina Ladrova, 2019. "Least Mean Squares and Recursive Least Squares Algorithms for Total Harmonic Distortion Reduction Using Shunt Active Power Filter Control," Energies, MDPI, vol. 12(8), pages 1-26, April.
    3. Ranjeeta Patel & Padarbinda Samal, 2023. "Performance analysis of bio inspired flower pollination algorithm based 3-phase shunt active power filter for dynamic condition in distribution system," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 14(1), pages 419-430, March.
    4. Qian Cheng & Chenchen Wang & Jian Wang, 2020. "Analysis on Displacement Angle of Phase-Shifted Carrier PWM for Modular Multilevel Converter," Energies, MDPI, vol. 13(24), pages 1-21, December.
    5. Philipp Lorenz-Spreen & Stephan Lewandowsky & Cass R. Sunstein & Ralph Hertwig, 2020. "How behavioural sciences can promote truth, autonomy and democratic discourse online," Nature Human Behaviour, Nature, vol. 4(11), pages 1102-1109, November.
    6. Khosravi, N. & Abdolmohammadi, H.R. & Bagheri, S. & Miveh, M.R., 2021. "Improvement of harmonic conditions in the AC/DC microgrids with the presence of filter compensation modules," Renewable and Sustainable Energy Reviews, Elsevier, vol. 143(C).
    7. Sudhanshu Ranjan & Smriti Jaiswal & Abdul Latif & Dulal Chandra Das & Nidul Sinha & S. M. Suhail Hussain & Taha Selim Ustun, 2021. "Isolated and Interconnected Multi-Area Hybrid Power Systems: A Review on Control Strategies," Energies, MDPI, vol. 14(24), pages 1-20, December.
    8. Byungju Park & Jaehyeong Lee & Hangkyu Yoo & Gilsoo Jang, 2021. "Harmonic Mitigation Using Passive Harmonic Filters: Case Study in a Steel Mill Power System," Energies, MDPI, vol. 14(8), pages 1-16, April.
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