Mitigation of Voltage Sags With Phase Jumps by UPQC With PSO-Based ANFIS

被引:46
作者
Kumar, G. Siva [1 ]
Kumar, B. Kalyan [1 ]
Mishra, Mahesh K. [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Madras 600036, Tamil Nadu, India
关键词
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; POWER QUALITY CONDITIONER; COMPENSATION; SYSTEMS;
D O I
10.1109/TPWRD.2011.2165301
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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.
引用
收藏
页码:2761 / 2773
页数:13
相关论文
共 24 条
[1]   Modeling and analysis of custom power systems by PSCAD/EMTDC [J].
Anaya-Lara, I ;
Acha, E .
IEEE TRANSACTIONS ON POWER DELIVERY, 2002, 17 (01) :266-272
[2]  
Anderson B. D. O., 1972, IEEE T SYST MAN CYB, VSMC-2, P559, DOI DOI 10.1109/TSMC.1972.4309169
[3]  
[Anonymous], 2000, Understanding Power Quality Problems: Voltage Sags and Interruptions
[4]  
[Anonymous], DISTR SYST POW QUAL
[5]   Investigation on the performance of UPQC-Q for voltage sag mitigation and power quality improvement at a critical load point [J].
Basu, M. ;
Das, S. P. ;
Dubey, G. K. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2008, 2 (03) :414-423
[6]   Comparative evaluation of two models of UPQC for suitable interface to enhance power quality [J].
Basu, Malabika ;
Das, Shyama P. ;
Dubey, Gopal K. .
ELECTRIC POWER SYSTEMS RESEARCH, 2007, 77 (07) :821-830
[7]  
Clerc M., 2006, Particle Swarm Optimization
[8]   Optimal Capacitor Placement and Sizing in Unbalanced Distribution Systems With Harmonics Consideration Using Particle Swarm Optimization [J].
Eajal, Abdelsalam A. ;
El-Hawary, M. E. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (03) :1734-1741
[9]   ANFIS-Based Compensation Algorithm for Current-Transformer Saturation Effects [J].
Erenturk, Koksal .
IEEE TRANSACTIONS ON POWER DELIVERY, 2009, 24 (01) :195-201
[10]   The unified power quality conditioner: The integration of series- and shunt-active filters [J].
Fujita, H ;
Akagi, H .
IEEE TRANSACTIONS ON POWER ELECTRONICS, 1998, 13 (02) :315-322