DocumentCode
3577267
Title
Aging leader and challenger based PSO for harmonic mitigation using SAPF
Author
Kumar, Pradeep ; Singh, Asheesh K. ; Singh, Rambir
Author_Institution
Electr. Eng. Dept., NIT Kurukshetra, Kurukshetra, India
fYear
2015
Firstpage
1
Lastpage
6
Abstract
Shunt active power filters (SAPF) using pulse width modulation (PWM) controlled voltage source inverter (VSI) topology is extensively utilized in the distribution network for current harmonic mitigation and reactive power compensation. For reference current generation in the SAPF, the PI controller is utilized, which is required to be tuned with optimal gains, to obtain the best response. This paper presents a novel particle swarm optimization algorithm with aging leader and challenger (ALC-PSO) for the PI controller tuning. The performance of the proposed PI controller, in terms of dynamic response and harmonic mitigation, is compared with the conventional PI controller. Also, an assessment for PI controller tuning using evolutionary algorithms, namely, Bacterial Foraging (BF), Bacterial Foraging with Swarming (BFS), and Particle Swarm Optimization (PSO) is presented. The results obtained show that the ALC-PSO based PI controller can provide optimum PI controller gains for efficient harmonic mitigation and much more improved dynamic response.
Keywords
PI control; PWM invertors; active filters; dynamic response; evolutionary computation; network topology; particle swarm optimisation; power distribution control; power harmonic filters; reactive power control; ALC-PSO; BFS; PI controller; PWM VSI topology; SAPF; aging leader and challenger based PSO; bacterial foraging with swarming; current harmonic mitigation; distribution network; dynamic response; evolutionary algorithm; particle swarm optimization algorithm; pulse width modulation controlled voltage source inverter; reactive power compensation; reference current generation; shunt active power filter; Active filters; Load management; Power quality; Sensitivity; Electric distribution system; Shunt active power filter; power quality;
fLanguage
English
Publisher
ieee
Conference_Titel
Energy Economics and Environment (ICEEE), 2015 International Conference on
Print_ISBN
978-1-4673-7491-0
Type
conf
DOI
10.1109/EnergyEconomics.2015.7235072
Filename
7235072
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