MINIMIZE POWER LOSS USING PARTICLE SWARM OPTIMIZATION TECHNIQUE
Journal Title: International Journal of Electrical Engineering & Technology (IJEET) - Year 2019, Vol 10, Issue 2
Abstract
This paper presents the solution of optimal power flow (OPF) using particle swarm optimization (PSO). The objective function is minimize power loss by adjustment the power control variables and at the same time satisfying the equality and inequality constraints. The proposed particle swarm optimization (PSO) method is compared with newton’s Raphson method (conventional method) approach on the standard IEEE 14 bus system. The analysis indicated that Particle Swarm Optimization (PSO) method was the most efficient method in terms of minimizing the power loss. This can be concluded that the Artificial Intelligence (AI) method such as Particle Swarm Optimization (PSO) is the most suitable and efficient method for analysing the Optimal Power Flow (OPF) problem in terms of minimizing power loss.
Authors and Affiliations
TARUNKUMAR D. PATEL and A. G. ACHARYA
Keywords
Related Articles
- EP ID EP46585
- DOI 10.34218/IJEET.10.2.2019.007
- Views 279
- Downloads 0
DESIGN OF AN EFFICIENT MICROGRID SYSTEM FOR A LOCAL AREA
Microgrid (MG) system has a vital role in fulfilling the ever increasing electricity demand in the continuously expanding power systems. Significant power can be integrated from Renewable energy sources such as solar,...
PERFORMANCE OF BATTERY BANK ON HYBRID MICROGRID
A hybrid microgrid is composed of combination of the AC and DC grid which are interlined with bidirectional converter. To avoid the multiple conversion and more reliable the proposed hybrid microgrid is designed by tak...
SOLUTION OF OPTIMAL POWER FLOW BASED ON COMBINED ACTIVE AND REACTIVE COST USING PARTICLE SWARM OPTIMIZATION
Thermal power generators have both active power (AP) and reactive power (RP) requirement to meet up the total power demand. Considering the total power demand such generators supply the essential RP along with the AP....
COMPARATIVE STUDY OF DOUBLY FED INDUCTION GENERATOR AND PERMANENT MAGNET SYNCHRONOUS GENERATOR IN WIND ENERGY CONVERSION SYSTEM
The objective of this research paper is to compare various types of generator used in Wind Energy Conversion system topologies. Now a days there is fast growth of variable speed WECS due to rapid advances in power elec...
CLOSED LOOP CONTROL OF MULTI LEVEL INVERTER USING REVERSE VOLTAGE TOPOLOGY
In this paper a new topology with a reversing voltage component is proposed which will improve the multilevel performance by compensating the disadvantages of increased number of components, complex pulse width modulat...