TY - GEN
T1 - Optimum Generated Power with the Minimum Cost of a Radial Network using Firefly and Genetic Algorithms
AU - Abdelwareth, Mohamed Els S.
AU - Riawan, Dedet Candra
AU - Chompoo-Inwai, Chow
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021
Y1 - 2021
N2 - 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.
AB - 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.
KW - Algorithm
KW - Firefly
KW - Genetic Algorithm
KW - Minimum cost
KW - Optimum output power
KW - Power system optimization
UR - http://www.scopus.com/inward/record.url?scp=85126686764&partnerID=8YFLogxK
U2 - 10.1109/ICPEI52436.2021.9690661
DO - 10.1109/ICPEI52436.2021.9690661
M3 - Conference contribution
AN - SCOPUS:85126686764
T3 - 2021 International Conference on Power, Energy and Innovations, ICPEI 2021
SP - 25
EP - 28
BT - 2021 International Conference on Power, Energy and Innovations, ICPEI 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 International Conference on Power, Energy and Innovations, ICPEI 2021
Y2 - 20 October 2021 through 22 October 2021
ER -