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Azralmukmin Azmi
Universiti Malaysia Perlis (UniMAP)

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The performance of COR optimisation using different constraint handling strategies to solve ELD Azralmukmin Azmi; Samila Mat Zali; Mohd Noor Abdullah; Mohammad Faridun Naim Tajuddin; Siti Rafidah Abdul Rahim
Indonesian Journal of Electrical Engineering and Computer Science Vol 17, No 2: February 2020
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v17.i2.pp680-688

Abstract

This research compares the performance of Competitive Over Resources (COR) optimisation method using a different type of constraint handling strategy to solve the economic load dispatch (ELD) problem. Previously, most research focused on proposing various optimisation techniques using the Penalty Factor Strategy (PFS) to search for a better global optimum. The issue using the penalty factor is that it is difficult to find the correct tune of constant value that influences the algorithm to find the solution. The other technique is using Feasible Solution Strategy (FSS), the idea of which is to locate the infeasible particle to the feasible solution and avoid being trapped by the unsuccessful condition of constraint. This paper investigates the performance of PFS and FSS on the COR optimisation method for solving ELD. Both strategies have been tested on two standard test systems to compare the performance in terms of a global solution, robustness and convergence. The simulation shows that FSS is a better solution compared to PFS.
Co-Authors Mohammad Faridun Naim Tajuddin Mohd Noor Abdullah Samila Mat Zali Siti Rafidah Abdul Rahim