Four types of regular arrangement and random arrangement of spheres are used as the objects of study- The local velocity gradient on the surface of the probe sphere is measured by using an electrochemical method. Three types of flow behavior -- mixing, plug and transient flow -- are characterized from the fluctuation intensity and the energy spectrum function. The relationship between flow characteristic and packing arrangement is made clear.