AMENDED PARTICLE SWARM OPTIMIZATION ALGORITHM FOR REAL POWER LOSS REDUCTION AND STATIC VOLTAGE STABILITY MARGIN INDEX ENHANCEMENT
Journal Title: International journal of research -GRANTHAALAYAH - Year 2018, Vol 6, Issue 2
Abstract
In this paper, Amended Particle Swarm Optimization Algorithm (APSOA) is proposed with the combination of Particle Swarm Optimization (PSO) and Gravitational Search Algorithm (GSA) for solving the optimal reactive power dispatch Problem. PSO is one of the most widely used evolutionary algorithms in hybrid methods due to its simplicity, convergence speed, an ability of searching Global optimum. GSA has many advantages such as, adaptive learning rate, memoryless algorithm and, good and fast convergence. Proposed hybridized algorithm is aimed at reduce the probability of trapping in local optimum. In order to assess the efficiency of proposed algorithm, it has been tested on Standard IEEE 30 system and compared to other standard algorithms. The simulation results demonstrate worthy performance of the Amended Particle Swarm Optimization Algorithm (APSOA) in solving optimal reactive power dispatch problem.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP271177
- DOI 10.5281/zenodo.1189217
- Views 84
- Downloads 0
OCCUPATIONAL HAZARDS IN CONSTRUCTION INDUSTRY: CASE STUDIES FROM HOUSING AND CONSTRUCTION WORKERS AT ADDIS ABABA, ETHIOPIA
The status of occupational injuries in workplaces in general is ill defined in Ethiopia. Pocket studies indicate that occupational injury due to an unsafe working environment is increasing. Construction industries are gr...
A SHORT REVIEW: PRODUCTION AND CHARACTERIZATION OF WINE FROM FIG FRUIT (FICUS CARICA)
Fig is one of the oldest fruit species cultivated in the Mediterranean basin, and it can be widespread in warm and dry climates around the world. Turkey is the primary producer and the tree can bear up to two crops per y...
GANDHI’S IDEOLOGY-RAJA RAO-MOORTHY IN KANTHAPURA
Kanthapura is considered the magnum opus of Raja Rao which portrays the considerable influence of Gandhi’s ideology on the sleepy and remote village. Raja Rao is very successful in carving out the real picture of Indian...
STRESSORS, EFFECTS AND COPING STRATEGIES AMONG TEACHERS IN SECONDARY SCHOOLS IN EDO STATE, NIGERIA
The study examined stressors, effects and coping strategies among teachers in secondary schools in Esan Central Senatorial District, Edo State, Nigeria. The descriptive survey design was adopted for the study. The propor...
INFLUENCE OF LIVELIHOODS ON HOUSEHOLD FOOD SECURITY IN PASTORAL AREAS OF NAROK COUNTY, KENYA
Food security and household livelihoods are tied together in an intricate relationship through the former’s dimensions (availability, accessibility, utilisation, stability) and the latter’s elements (Human, Social and Ec...