IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v16y2023i10p3998-d1142990.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/16/10/3998/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/16/10/3998/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. 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).
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hamid Soleimani & Daryoush Habibi & Mehrdad Ghahramani & Asma Aziz, 2024. "Strengthening Power Systems for Net Zero: A Review of the Role of Synchronous Condensers and Emerging Challenges," Energies, MDPI, vol. 17(13), pages 1-23, July.
    2. Agata Bielecka, 2024. "Advanced Control Algorithm for Shunt Active Power Filter: Enhancing Power Quality in Autonomous Grids," Energies, MDPI, vol. 17(23), pages 1-18, December.
    3. Hasan Iqbal & Arif Sarwat, 2024. "Design and Implementation of Hybrid GA-PSO-Based Harmonic Mitigation Technique for Modified Packed U-Cell Inverters," Energies, MDPI, vol. 18(1), pages 1-24, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chamberlin Stéphane Azebaze Mboving & Zbigniew Hanzelka & Andrzej Firlit, 2022. "Analysis of the Factors Having an Influence on the LC Passive Harmonic Filter Work Efficiency," Energies, MDPI, vol. 15(5), pages 1-51, March.
    2. Gabriel Nicolae Popa, 2025. "Issues in Power Quality," Energies, MDPI, vol. 18(8), pages 1-5, April.
    3. Hui Li & Yue Qu & Junwei Lu & Shuang Li, 2019. "A Composite Strategy for Harmonic Compensation in Standalone Inverter Based on Linear Active Disturbance Rejection Control," Energies, MDPI, vol. 12(13), pages 1-18, July.
    4. Andrej Brandis & Denis Pelin & Zvonimir Klaić & Damir Šljivac, 2022. "Identification of Even-Order Harmonics Injected by Semiconverter into the AC Grid," Energies, MDPI, vol. 15(5), pages 1-18, February.
    5. Shuyuan Mary Ho & Xiuwen Liu & Md Shamim Seraj & Sabrina Dickey, 2023. "Social distance “nudge:” a context aware mHealth intervention in response to COVID pandemics," Computational and Mathematical Organization Theory, Springer, vol. 29(3), pages 391-414, September.
    6. Castilla Manuel V. & Martin Francisco, 2021. "A Powerful Tool for Optimal Control of Energy Systems in Sustainable Buildings: Distortion Power Bivector," Energies, MDPI, vol. 14(8), pages 1-17, April.
    7. Maria R. L. Oliveira & Luccas T. F. Soares & Aurélio L. M. Coelho, 2024. "Back-to-Back Inverter for Induction Machine Drive with Harmonic Current Compensation and Reactive Power Tolerance to Voltage Sags," Energies, MDPI, vol. 17(16), pages 1-26, August.
    8. Jesús Fraile Ardanuy & Roberto Alvaro-Hermana & Sandra Castano-Solis & Julia Merino, 2022. "Carbon-Free Electricity Generation in Spain with PV–Storage Hybrid Systems," Energies, MDPI, vol. 15(13), pages 1-20, June.
    9. Pietro Nickl & Mehdi Moussaïd & Philipp Lorenz-Spreen, 2025. "The evolution of online news headlines," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-13, December.
    10. Fulian Yin & Meiqi Ji & Zhongliang Yang & Zhaoliang Wu & Xinyu Xia & Tongtong Xing & Yuwei She & Zhiwen Hu, 2022. "Exploring the determinants of global vaccination campaigns to combat COVID-19," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-13, December.
    11. Helen X. H. Bao & Yuna Song, 2022. "Improving Food Security through Entomophagy: Can Behavioural Interventions Influence Consumer Preference for Edible Insects?," Sustainability, MDPI, vol. 14(7), pages 1-19, March.
    12. Gabriel Nicolae Popa, 2022. "Electric Power Quality through Analysis and Experiment," Energies, MDPI, vol. 15(21), pages 1-14, October.
    13. Angel Arranz-Gimon & Angel Zorita-Lamadrid & Daniel Morinigo-Sotelo & Oscar Duque-Perez, 2021. "A Review of Total Harmonic Distortion Factors for the Measurement of Harmonic and Interharmonic Pollution in Modern Power Systems," Energies, MDPI, vol. 14(20), pages 1-38, October.
    14. Drews, Stefan & Savin, Ivan & van den Bergh, Jeroen C.J.M., 2022. "Biased perceptions of other people's attitudes to carbon taxation," Energy Policy, Elsevier, vol. 167(C).
    15. Alexander S. Maklakov & Tao Jing & Alexander A. Nikolaev & Vadim R. Gasiyarov, 2022. "Grid Connection Circuits for Powerful Regenerative Electric Drives of Rolling Mills: Review," Energies, MDPI, vol. 15(22), pages 1-19, November.
    16. Minh Ly Duc & Petr Bilik & Radek Martinek, 2023. "Harmonics Signal Feature Extraction Techniques: A Review," Mathematics, MDPI, vol. 11(8), pages 1-36, April.
    17. Iulia Maria COTOVANU TOADER, 2021. "Pandemic drive for synchronized smart political atmospheres," Smart Cities International Conference (SCIC) Proceedings, Smart-EDU Hub, Faculty of Public Administration, National University of Political Studies & Public Administration, vol. 9, pages 191-202, November.
    18. Miloud Rezkallah & Hussein Ibrahim & Félix Dubuisson & Ambrish Chandra & Sanjeev Singh & Bhim Singh & Mohamad Issa, 2021. "Hardware Implementation of Composite Control Strategy for Wind-PV-Battery Hybrid Off-Grid Power Generation System," Clean Technol., MDPI, vol. 3(4), pages 1-23, November.
    19. Liqaa Alhafadhi & Jiashen Teh & Ching-Ming Lai & Mohamed Salem, 2020. "Predictive Adaptive Filter for Reducing Total Harmonics Distortion in PV Systems," Energies, MDPI, vol. 13(12), pages 1-15, June.
    20. Mills, Stuart, 2022. "Finding the ‘nudge’ in hypernudge," Technology in Society, Elsevier, vol. 71(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:16:y:2023:i:10:p:3998-:d:1142990. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.