DocumentCode :
1334653
Title :
Mitigation of Voltage Sags With Phase Jumps by UPQC With PSO-Based ANFIS
Author :
Kumar, G. Siva ; Kumar, B. Kalyan ; Mishra, Mahesh K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Madras, Chennai, India
Volume :
26
Issue :
4
fYear :
2011
Firstpage :
2761
Lastpage :
2773
Abstract :
The unified power-quality conditioner (UPQC) is used to mitigate the current and voltage-related power-quality (PQ) problems simultaneously in power distribution systems. Among all of the PQ problems, voltage sag is a crucial problem in distribution systems. In this paper, a new methodology is proposed to mitigate the unbalanced voltage sag with phase jumps by UPQC with minimum real power injection. To obtain the minimum real power injection by UPQC, an objective function is derived along with practical constraints, such as the injected voltage limit on the series active filter, phase jump mitigation, and angle of voltage injection. Particle swarm optimization (PSO) has been used to find the solution of the objective function derived for minimizing real power injection of UPQC along with the constraints. Adaptive neuro-fuzzy inference systems have been used to make the proposed methodology online for minimum real power injection with UPQC by using the PSO-based data for different voltage sag conditions. The proposed method has been validated through detailed simulation and experimental studies.
Keywords :
active filters; adaptive systems; distribution networks; fuzzy reasoning; particle swarm optimisation; power engineering computing; power filters; power supply quality; ANFIS; PSO; UPQC; adaptive neurofuzzy inference systems; minimum real power injection; objective function; particle swarm optimization; phase jumps; power distribution system; unbalanced voltage sag; unified power quality conditioner; voltage sags mitigation; Particle swarm optimization; Power distribution; Power filters; Power system simulation; Adaptive neuro-fuzzy inference system (ANFIS); particle swarm optimization (PSO); phase jumps; power quality (PQ); series active power filter (SEAPF); shunt active power filter (SHAPF); unified power-quality conditioner (UPQC); voltage sags;
fLanguage :
English
Journal_Title :
Power Delivery, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8977
Type :
jour
DOI :
10.1109/TPWRD.2011.2165301
Filename :
6029811
Link To Document :
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