JOURNAL ARTICLE

Particle Swarm Optimization for Solving Economic Load Dispatch Problem 

Priyanka Sinha Gyan Vihar School of Engineering and Technology

Year: 2019 Journal:   International Journal of communication and computer Technologies Vol: 1 (2)

Abstract

This work deals with the optimization of power flow through interconnected system. The work deals with efficient and reliable evolutionary based approach to solve the economic load dispatch (ELD) with line flows and voltage constraints. The work employs PSO algorithm for ELD. PSO is a robust, stochastic computational technique based on movement and intelligence of swarm. The work introduces a conceptual overview and detailed explanation of PSO algorithm as well as shows how it can be used for solving ELD problems. Inherent shortcoming of the traditional methods of finding the ELD is discussed along with other evolutionary methods of finding ELD. A comparative study of different evolutionary programming technique is done and it is shown that particle swarm optimization offer a better result with greater repeatability and lesser time. The feasibility of the proposed method is demonstrated by using a six generator interconnected system having different cost functions and voltage constraints. The results are compared with those obtained by G.A.

Keywords:
Particle swarm optimization Mathematical optimization Computer science Economic dispatch Evolutionary algorithm Evolutionary programming Generator (circuit theory) Electric power system Multi-swarm optimization Work (physics) Power (physics) Algorithm Mathematics Engineering

Metrics

6
Cited By
0.11
FWCI (Field Weighted Citation Impact)
0
Refs
0.52
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Electric Power System Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Energy Load and Power Forecasting
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Optimal Power Flow Distribution
Physical Sciences →  Engineering →  Electrical and Electronic Engineering

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