TY - GEN
T1 - Optimal placement and sizing of SVC by using various meta-heuristic optimization methods
AU - Nguyen, Khai Phuc
AU - Fujita, Goro
AU - Tuyen, Nguyen Duc
AU - Dieu, Vo Ngoc
AU - Funabashi, Toshihisa
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/3/24
Y1 - 2014/3/24
N2 - This paper presents comparison of three kinds of meta-heuristic optimization to determine location and sizing of Static Var Compensator (SVC). The optimization methods are Particle Swarm Organization (PSO), Improved Harmony Search (IHS) and Cuckoo Search Algorithm (CSA). The multi-objective function of this problem considers loss power, voltage deviation and operational cost of SVC. All of methods are tested on three types of IEEE power systems, such as 9-bus case, 30-bus case and 57-bus case. Results show that the CSA does not only gives better solution than others do, but it also has better performance, while the IHS is more effective than the version of PSO.
AB - This paper presents comparison of three kinds of meta-heuristic optimization to determine location and sizing of Static Var Compensator (SVC). The optimization methods are Particle Swarm Organization (PSO), Improved Harmony Search (IHS) and Cuckoo Search Algorithm (CSA). The multi-objective function of this problem considers loss power, voltage deviation and operational cost of SVC. All of methods are tested on three types of IEEE power systems, such as 9-bus case, 30-bus case and 57-bus case. Results show that the CSA does not only gives better solution than others do, but it also has better performance, while the IHS is more effective than the version of PSO.
KW - Cuckoo Search Algorithm
KW - Improved Harmony Search
KW - Self-Organizing Hierarchical Particle Swarm Optimizer With Time-Varying Acceleration Coefficients
KW - Static Var Compensator
UR - http://www.scopus.com/inward/record.url?scp=84946686739&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84946686739&partnerID=8YFLogxK
U2 - 10.1109/ICPERE.2014.7067226
DO - 10.1109/ICPERE.2014.7067226
M3 - Conference contribution
AN - SCOPUS:84946686739
T3 - Proceedings - ICPERE 2014: 2nd IEEE Conference on Power Engineering and Renewable Energy 2014
SP - 7
EP - 12
BT - Proceedings - ICPERE 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd IEEE Conference on Power Engineering and Renewable Energy, ICPERE 2014
Y2 - 9 December 2014 through 11 December 2014
ER -