A battery cover assembly for a portable electronic device includes a base body, a battery cover, and an operating member. The base body forms two hooks. The operating member is rotatably attached to the battery cover. The operating member includes two arms latching with the hooks. When the operating member is rotated, the arms are moved to separate from the hooks to allow the battery cover to releasably latch to the base body.