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A circular piezoelectric bimorph energy harvester is investigated.The harvester consists of a circular composite plate with the clamped boundary,a proof mass and two steel rings.Two nonparametric identification approaches for piezoelectric mechanical systems arc applied to establish the lumped parameter model of the harvester.