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

被引:12
作者
Duc, Minh Ly [1 ,2 ]
Hlavaty, Lukas [2 ]
Bilik, Petr [2 ]
Martinek, Radek [2 ]
机构
[1] Van Lang Univ, Fac Commerce, 69-68 Dang Thuy Tram,Ward 13, Ho Chi Minh City 70000, Vietnam
[2] VSB Tech Univ Ostrava, Fac Elect Engn & Comp Sci, Dept Cybernet & Biomed Engn, 17 Listopadu 2172-15, Ostrava 70800, Czech Republic
关键词
shunt adaptive power filter; SAPF; harmonic mitigation; IEEE; 519-2022; meta-heuristics; swarm optimization; PI CONTROL ALGORITHM; QUALITY ENHANCEMENT; OPTIMAL-DESIGN; IMPROVEMENT; CONTROLLER; COMPENSATION; DISTORTION; SYSTEMS; FAULT; LOOP;
D O I
10.3390/en16103998
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
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 Kp, Ki 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 Kp, Ki parameter to reach the optimal value by different methods is a promising and popular research direction at present. The Kp, Ki 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 Kp, Ki 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 Kp, Ki 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 Kp, Ki 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 Kp, Ki parameter tuning of PI controllers.
引用
收藏
页数:55
相关论文
共 150 条
[1]   Optimal Harmonic Mitigation in Distribution Systems with Inverter Based Distributed Generation [J].
Abbas, Ahmed S. ;
El-Sehiemy, Ragab A. ;
Abou El-Ela, Adel ;
Ali, Eman Salah ;
Mahmoud, Karar ;
Lehtonen, Matti ;
Darwish, Mohamed M. F. .
APPLIED SCIENCES-BASEL, 2021, 11 (02) :1-16
[2]  
Abdedjebbar T., 2020, COMPUT ELECTR ENG, V96, P107471, DOI [10.1016/j.compeleceng.2021.107471, DOI 10.1016/J.COMPELECENG.2021.107471]
[3]  
Abdul-Hameed T.A., 2019, Nigerian J. Technol, V38, P401, DOI [10.4314/njt.v38i2.16, DOI 10.4314/NJT.V38I2.16]
[4]   Review of Harmonic Mitigation Methods in Microgrid: From a Hierarchical Control Perspective [J].
Adineh, Behrooz ;
Keypour, Reza ;
Davari, Pooya ;
Blaabjerg, Frede .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2021, 9 (03) :3044-3060
[5]   Performance Analysis of ANN Based three-phase four-wire Shunt Active Power Filter for Harmonic Mitigation under Distorted Supply Voltage Conditions [J].
Agrawal, Seema ;
Palwalia, D. K. ;
Kumar, Mahendra .
IETE JOURNAL OF RESEARCH, 2019, 68 (01) :566-574
[6]   Comparison and Ranking of Metaheuristic Techniques for Optimization of PI Controllers in a Machine Drive System [J].
Aguilar-Mejia, Omar ;
Minor-Popocatl, Hertwin ;
Tapia-Olvera, Ruben .
APPLIED SCIENCES-BASEL, 2020, 10 (18)
[7]  
Alam SJ, 2020, INT T ELECTR ENERGY, V30
[8]   Modern Optimal Controllers for Hybrid Active Power Filter to Minimize Harmonic Distortion [J].
Alasali, Feras ;
Nusair, Khaled ;
Foudeh, Husam ;
Holderbaum, William ;
Vinayagam, Arangarajan ;
Aziz, Asma .
ELECTRONICS, 2022, 11 (09)
[9]   A Hybrid Marine Predator Sine Cosine Algorithm for Parameter Selection of Hybrid Active Power Filter [J].
Ali, Shoyab ;
Bhargava, Annapurna ;
Saxena, Akash ;
Kumar, Pavan .
MATHEMATICS, 2023, 11 (03)
[10]   Optimal Solution for Frequency and Voltage Control of an Islanded Microgrid Using Square Root Gray Wolf Optimization [J].
Almani, Aftab Ahmed ;
Han, XueShan ;
Umer, Farhana ;
ul Hassan, Rizwan ;
Nawaz, Aamir ;
Shah, Aamer Abbas ;
Mustafa, Ehtasham .
ELECTRONICS, 2022, 11 (22)