en Distributed Generation/Integration of Renewables Distributed Generation/Integration of Renewables Research Paper Research Paper <span style="font-size:10.0pt"><span new="" roman="" style="font-family:" times="">The rising demand for electricity has led to the installation of renewable-based distributed generators in a power system network to meet the increasing load. The eco-friendly nature of these DGs is another compelling reason to incorporate them in a power system network but their installation process requires careful consideration such as determining the optimal quantity and location because these factors have a significant impact on various constraints and parameters of the power system network. The main objective of this paper is to determine the optimal siting and sizing of Type-1 and Type-2 DGs in a power system network such that network has minimum real and reactive power losses in the transmission lines, also fuel cost of convectional generators is reduced and voltage profile is improved. For this purpose, hybrid GA-PSO approach is developed and implemented on case 33 bus system and results were compared under different loading conditions such as 100%, 150%, 200% to show which type of DG is most effective. Further, the evaluated results have been compared with other algorithms including OCDE, WOA, SFSA, TGA and EJSA in order to ensure the validity of the suggested approach. The numerical results validate the performance of this proposed technique for DG unit placement.</span></span> Renewable-based Distributed Generator, clean energy, transmission line power losses, voltage profile improvement, fuel cost, MATPOWER 17 34 http://ijeee.iust.ac.ir/browse.php?a_code=A-10-4151-5&slc_lang=en&sid=1 Rupika Gandotra rupikagandotra01@gmail.com 1800319475328460017382 1800319475328460017382 Yes Department of Electrical Engineering, Gautam Buddha University, Greater Noida, India. kirti pal kirti.pal@gbu.ac.in 1800319475328460017383 1800319475328460017383 No Department of Electrical Engineering, Gautam Buddha University, Greater Noida, India.