For the time being, renewable energy source (RES) penetration has significantly increased in power networks, particularly microgrids. The overall system inertia is dramatically decreased by replacing traditional synchronous machines with RES. This negatively affects microgrid dynamics under uncertainties, lowering frequency stability, specifically islanded mode of operation. Therefore, this wor...