Disclosed are a dual power driving-based parallel movable shelf and an unloading apparatus thereof. The parallel movable shelf comprises: an upper transverse rod, an upper sliding block and an upper power driving apparatus being fixed on the upper transverse rod, and the upper power driving apparatus being able to control the upper sliding block to move back and forth only along the upper transverse rod; a lower transverse rod, arranged parallel to the upper transverse rod, a lower sliding block and a lower power driving apparatus being fixed on the lower transverse rod, and the lower power driving apparatus being able to control the lower sliding block to move back and forth only along the lower transverse rod; and a vertical rod, the top of the vertical rod being coupled to the upper sliding block, and the bottom of the vertical rod being coupled to the lower sliding block.