A New Approach to the Solution of Economic Dispatch Using Genetic Algorithm

Authors

  • A.Q. Al-Shetwi PhD Student (Electrical Engineering) Faculty of Electrical & Electronic Engineering University Malaysia Pahang 006 0111 5481013
  • M.I. Alomoush Department of Electrical Power Engineering, Yarmouk University Irbid 21110

Abstract


Economic dispatch is the process of finding the optimal generation scheduling of a number of electricity generation facilities to meet the load of the system at lowest possible cost, subject to transmission and operational constraints on the system. The main idea of this paper focuses on the application of genetic algorithm in order to identify the best solution to an economic dispatch problem by using a new approach depending on Bmn coefficients and arithmetic crossover of the genetic algorithm. In this study, the proposed method solves the economic dispatch problem of three generator units whilst taking into consideration the coefficient losses to find the most important factors in electrical generation, which are the output power and total cost. The results of this study are compared with the classical optimization calculation techniques, and it is found that the results were almost equal. The MATLAB simulation is run to demonstrate clearly the effectiveness of the new genetic algorithm approach as a very important method in the solution of economic dispatch problems. 

Downloads

Download data is not yet available.

Author Biography

A.Q. Al-Shetwi, PhD Student (Electrical Engineering) Faculty of Electrical & Electronic Engineering University Malaysia Pahang 006 0111 5481013

Departement of elrctrical Engineering,ump

Downloads

Published

2016-06-29

How to Cite

Al-Shetwi, A., & Alomoush, M. (2016). A New Approach to the Solution of Economic Dispatch Using Genetic Algorithm. Journal of Engineering and Technology (JET), 7(1), 40–48. Retrieved from https://jet.utem.edu.my/jet/article/view/532

Issue

Vol. 7 No. 1 (2016): Journal of Engineering and Technology

Section

Articles

License

Thank you for your interest in submitting your manuscript to the Journal of Engineering and Technology (JET).

JET publishes only original works. Manuscripts must not be previously published or under consideration by any other publications. Papers published in JET may not be published again in whole or in part without permission. Please review these guidelines for researching, writing, formatting and submitting your manuscript. Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0).

Those submitting manuscripts should be carefully checked to ensure that all works contributed to the manuscript are acknowledged. The list of authors should include all those who can legitimately claim authorship. Manuscript should only be submitted for consideration once consent is given by all contributing authors using Transfer of Copyright form.