Comparison Study On Economic Load Dispatch Using Metaheuristic Algorithm

Authors : Widi ARİBOWO

Pages : 26-40

Doi:10.35378/gujs.820805

View : 16 | Download : 9

Publication Date : 2022-03-01

Article Type : Research Paper

Abstract :This paper presents an approach to overcome economic load dispatch insert ignore into journalissuearticles values(ELD); using a metaheuristic algorithm. Economic load dispatch insert ignore into journalissuearticles values(ELD); is one of the most important problems in a power system, and solving it quickly is extremely important. The main problem that will be addressed in this paper is how to optimize the economy of the power grid with various operational limitations, the loss in transmission line power, and consider minimizing the fuel costs produced. In this study, some of the newest metaheuristics inspired by nature will be explored, namely Seagull Optimization Algorithm insert ignore into journalissuearticles values(SOA);, Marine Predator Algorithm insert ignore into journalissuearticles values(MPA);, Sine Tree-Seed Algorithm insert ignore into journalissuearticles values(STSA);, Chimp Optimization Algorithm insert ignore into journalissuearticles values(ChOA);, Equilibrium Optimizer insert ignore into journalissuearticles values(EO);, and Giza Pyramids Construction insert ignore into journalissuearticles values(GPC);. The performance appraisal of the method applied in this study was tested using 2 case studies, namely a system with 3 and 6 power system units. The results are presented by comparing between metaheuristic and mathematical methods. The experimental results is showed that the Sine Tree-Seed Algorithm insert ignore into journalissuearticles values(STSA); is presented the best performance with various case studies with constraints.
Keywords : Economic load dispatch, Metaheuristic, Optimization, Nature inspired algorithm