Title :
A comparative analysis of SPSO and BPSO for power loss minimization in distribution system using network reconfiguration
Author :
Tandon, Ankush ; Saxena, D.
Author_Institution :
Dept. of Electr. Eng., Malaviya Nat. Inst. of Technol. Jaipur, Jaipur, India
Abstract :
This paper presents an effective methodology, to solve the Distribution Network Reconfiguration (DNR) problem using Selective Particle Swarm Optimization (SPSO) algorithm which aims at finding the best radial operating configuration that minimizes the power losses of the system while satisfying the imposed operating constraints. The algorithm is a simple modification of Binary Particle Swarm Optimization (BPSO) where the search space is selective. To demonstrate the performance and effectiveness of the proposed method a comparative analysis of SPSO with BPSO for network reconfiguration, under four different load levels, namely base, light, medium and heavy, on 33-bus and 69-bus radial distribution system is presented. Test results have shown that SPSO can effectively ensure loss minimization with better convergence characteristics and improved voltage profile as compared to BPSO.
Keywords :
distribution networks; minimisation; particle swarm optimisation; BPSO; DNR problem; SPSO; binary particle swarm optimization; distribution network reconfiguration; network reconfiguration; power loss minimization; radial distribution system; selective particle swarm optimization; Convergence; Genetic algorithms; Loading; Minimization; Optimization; Particle swarm optimization; Binary Particle Swarm Optimization (BPSO); Distribution Networks Reconfiguration (DNR); Selective Particle Swarm Optimization (SPSO);
Conference_Titel :
Computational Intelligence on Power, Energy and Controls with their impact on Humanity (CIPECH), 2014 Innovative Applications of
Conference_Location :
Ghaziabad
DOI :
10.1109/CIPECH.2014.7019093