Large-scale integration of wind power and solar photovoltaic （PV） power in an electric grid can result in a high operating risk due to their randomness and intermi- ttency. Energy storage （ES） can be used to coordinate with them to reduce this risk by improving supply continuity. It is therefore important to evaluate the reliability benefits of systems consist of wind power, solar photovoltaic power and energy storage. The objective of this paper is to evaluate how the parameters such as the capacity and characteristics of ES and the configuration of a hybrid generation system （HGS） affect the system adequacy based on the sequential Monte Carlo approach.