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
Link To Document :
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