Alternative Fuel Vehicle Acceleration Act of 2001 - Directs the Secretary of Energy to establish an alternative fuel vehicle energy demonstration and commercial application of energy technology competitive grant pilot program to provide not more than 15 grants to State governments, local governments, or metropolitan transportation authorities to acquire alternative fuel vehicles.