Title :
Improved reliability model and optimal protective device placement in Micro Grid by Improved Binary Particle Swarm Optimization
Author :
Prommee, W. ; Pongprapunt, N. ; Ongsakul, W.
Author_Institution :
Electr. Eng. Dept., Rajamangala Univ. of Technol. Lanna, Chiang Rai, Thailand
fDate :
May 30 2011-June 3 2011
Abstract :
This paper presents improved mathematical reliability model for optimal protective devices placement in Micro Grid (MG). The objective is to improve calculation for System Average Interruption Frequency Index (SAIFI), System Average Interruption Duration Index (SAIDI), and Total Cost (TC) including Fix Cost of device investment, Cost of permanent interruption, and temporary interruption. SAIFI, SAIDI, and TC are minimized by Improved Binary Particle Swarm Optimization (IBPSO). For single objective optimization problems, Binary PSO is improved by balance sigmoid function. Results show that the given number of distributed generation (DG) and optimal protective devices placement including reclosers, switches, and fuses can increase reliability and decrease the frequency, duration, and cost of interruption in MG system.
Keywords :
particle swarm optimisation; power grids; power system protection; power system reliability; power system simulation; distributed generation; improved binary particle swarm optimization; mathematical reliability model; microgrid; optimal protective device placement; optimal protective devices; system average interruption duration index; system average interruption frequency index; total cost; Equations; Fuses; Mathematical model; Optimization; Particle swarm optimization; Reliability; Switches; Micro grid; Reliability model; binary particle swarm optimization; protective device;
Conference_Titel :
Power Electronics and ECCE Asia (ICPE & ECCE), 2011 IEEE 8th International Conference on
Conference_Location :
Jeju
Print_ISBN :
978-1-61284-958-4
Electronic_ISBN :
2150-6078
DOI :
10.1109/ICPE.2011.5944494