Improved Dynamic Performance of Shunt Active Power Filter Using Particle Swarm Optimization

被引:0
作者
Gali, Vijayakumar [1 ]
Gupta, Nitin [1 ]
Gupta, R. A. [1 ]
机构
[1] MNIT Jaipur, Dept Elect Engn, Jaipur, Rajasthan, India
来源
2017 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT TECHNIQUES IN CONTROL, OPTIMIZATION AND SIGNAL PROCESSING (INCOS) | 2017年
关键词
Shunt Active power filters (SAPF); PI controller; Particle swarm optimization (PSO);
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a novel particle swarm optimization (PSO) technique is proposed to tune the proportional-integral (PI) controller gain parameters for enhancing the dynamic performance of the shunt active power filter (APF). The shunt APFs are well established filter to compensate current harmonics, reactive power to maintain the power factor unity. The compensation is highly influenced by the DC-link voltage regulation. The calculated PI controller gain parameters conventionally, are giving satisfactory results under steady state condition of the load. However, tuning of the PI controller parameters under fast changing loads are very difficult. To improve the dynamic performance of the system and optimize the gain parameters of the PI controller, a PSO technique is proposed. The modified p-q theory uses a composite observer filter to extract fundamental component of voltage from the distorted supply voltage for the further process of calculating reference current. A complete comparison of conventional and PSO based PI controller gain tuning have been simulated using MATLAB (R) Simulink software under different supply voltage and load condition of the system. The results show that the dynamic response is improved with PSO based PI tuning compared to conventional PI tuning.
引用
收藏
页数:7
相关论文
共 10 条
[1]  
Adamu S.S., 2014, IEEE INT C AW SCI TE, P70, DOI 10.1109/
[2]   Active harmonic filters [J].
Akagi, H .
PROCEEDINGS OF THE IEEE, 2005, 93 (12) :2128-2141
[3]  
[Anonymous], 2007, Instantaneous Power Theory and Applications to Power Conditioning
[4]  
Bollen M.H., 1999, UNDERSTANDING POWER
[5]   Improving performance of shunt active power filter with hysteresis-based direct current control using particle swarm optimisation [J].
Fereidouni, A. ;
Masoum, M.A.S. ;
Mehr, T.H. ;
Moghbel, M. .
Australian Journal of Electrical and Electronics Engineering, 2014, 11 (04) :357-365
[6]  
Gupta Nitin, 2010, 2010 5th IEEE Conference on Industrial Electronics and Applications (ICIEA 2010), P370, DOI 10.1109/ICIEA.2010.5516896
[7]   A Digital Signal Processor Based Performance Evaluation of Three-phase Four-wire Shunt Active Filter for Harmonic Elimination, Reactive Power Compensation, and Balancing of Non-linear Loads under Non-ideal Mains Voltages [J].
Gupta, Nitin ;
Singh, S. P. ;
Bansal, R. C. .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2012, 40 (10) :1119-1148
[8]   A Novel Load Compensation Algorithm under Unbalanced and Distorted Supply Voltages [J].
Karthikeyan, K. ;
Mishra, Mahesh Kumar .
INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2007, 8 (05)
[9]   Real-time performance analysis and comparison of various control schemes for particle swarm optimization-based shunt active power filters [J].
Patnaik, Sushree Sangita ;
Panda, Anup Kumar .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 52 :185-197
[10]  
Thomas A L., 2003, Pulse Width Modulation for Power Converters: Principles and Practice," in