This assignment delves into the multifaceted realm of microgrid operation management. It examines various strategies employed for optimizing the performance and reliability of microgrids, with a particular focus on integrating renewable energy sources. The analysis includes a comparative study of different management approaches, such as Particle Swarm Optimization and Adaptive Modified Firefly Optimization Algorithm. Moreover, the assignment highlights the role of uncertainties in microgrid operation and explores methods to mitigate their impact.