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This paper presents an optimal model order reduction by estimating the parameters of an external system using metaheuristic technique, synchronous generators are represented by second order model for simplicity. However, static exciter along with power stabilizers are included for all generators, phasor measurements units (PMUs) were placed near frontier bus to record important signals employed in the estimation.