I. Introduction
In microgrids, the role of energy storage devices is quite crucial. Battery energy storage system (BESSs), supercapacitors and FESSs are well-known energy storage systems used in microgrids. Energy storage systems are usually employed to keep and satisfy the frequency control as well as power compensation. The energy capacity of FESS is typically more than supercapacitor, and unlike the BESS, FESS has infinite lifetime approximately. In addition, the FESS is faster and its power injection capacity is larger than the BESS.