Why do particles of matter move?
Their power source is the rest of the universe. There is no such thing as an isolated particle, every particle exists in space and that space has structure. The interactions with other particles keep the particle moving. In terms of entropy, a pure motionless particle has 0 entropy, as it is in exactly one state. Any interaction with the universe tends to increase entropy by making the particle move.