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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Vian H. Ahgajan
University of Diyala
Control & Systems Engineering Electrical & Electronics Engineering

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Artificial bee colony algorithm applied to optimal power flow solution incorporating stochastic wind power Vian H. Ahgajan; Yasir G. Rashid; Firas Mohammed Tuaimah
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 12, No 3: September 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijpeds.v12.i3.pp1890-1899

Abstract

This paper focuses on the artificial bee colony (ABC) algorithm, which is a nonlinear optimization problem. is proposed to find the optimal power flow (OPF). To solve this problem, we will apply the ABC algorithm to a power system incorporating wind power. The proposed approach is applied on a standard IEEE-30 system with wind farms located on different buses and with different penetration levels to show the impact of wind farms on the system in order to obtain the optimal settings of control variables of the OPF problem. Based on technical results obtained, the ABC algorithm is shown to achieve a lower cost and losses than the other methods applied, while incorporating wind power into the system, high performance would be gained.
Co-Authors Firas Mohammed Tuaimah Yasir G. Rashid