Ceylan, OğuzhanAhmadi, BahmanCeylan, OğuzhanÖzdemir, Aydoğan2020-12-242020-12-24201911978-172813192-4https://hdl.handle.net/20.500.12469/3650https://doi.org/10.1109/ISAP48318.2019.9065974Distributed generation (DG), including photovoltaics (PVs), wind turbines (WTs) are becoming vital for Active Distribution Networks (ADN). Therefore, optimal sizing and allocation of these units can improve voltage profiles and reduce active power losses. This study concentrates on optimal allocation and sizing of two kinds of DG units (PVs and WTs) with 1 MW maximum size limits, due to the regulations in Turkey. The Whale optimization algorithm (WOA) and Grey wolf optimization algorithm (GWO) are used as optimization tools to minimize active power losses of 33 and 69 Bus Test Systems. The performance analysis of the methods are performed through simulations and the numerical results are compared in terms of optimal OF values and convergence characteristics.eninfo:eu-repo/semantics/closedAccessactive distribution networksdistributed generationGrey Wolf optimizeroptimizationWhale Optimization AlgorithmConference Object12/01/1910.1109/ISAP48318.2019.90659742-s2.0-85084295485N/AN/A