Optimum Generated Power with the Minimum Cost of a Radial Network using Firefly and Genetic Algorithms

Mohamed Els S Abdelwareth,Dedet Candra Riawan,Chow Chompoo-Inwai

doi:10.1109/icpei52436.2021.9690661

Optimum Generated Power with the Minimum Cost of a Radial Network using Firefly and Genetic Algorithms

Mohamed Els S Abdelwareth, Dedet Candra Riawan + Show 1 more

https://doi.org/10.1109/icpei52436.2021.9690661

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Publication Date: Oct 20, 2021

Citations: 2

Affiliation: King Mongkut's Institute of Technology Ladkrabang, Sepuluh Nopember Institute of Technology

#Firefly Algorithm #Forward-Backward Sweep Method + Show 8 more

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Abstract

This paper presented two artificial intelligence methods to find the optimum output power from Diesel generator (DG), Photovoltaic system (PV) and batteries to satisfy the load with the minimum cost considering the minimum losses. Our case study was a micro-gird 20 kV radial network consists of 21 busses located in Tomia island, south-east Sulawesi Island, Indonesia. Firefly algorithm (FA) and Genetic algorithm (GA) used in this study to do the optimization and chose the optimum operation. Forward-Backward sweep method used for the power flow calculations.

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