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The term microgrid refers to small-scale power grid that can operate autonomously or in concurrence with the area's main electrical grid. The intermittent characteristic of DGs which defies the power quality and voltage manifests the requirement for new planning and operation approaches for microgrids. Consequently, conventional optimization methods in new power systems have been critically biased all through the previous decade. One of the main technological and inexpensive tools in thisdoi:10.11591/ijece.v10i3.pp2842-2849 fatcat:aw47vnraznac3doerqrbquicwu