In this paper, we give the definition of acyclic total coloring and acyclic total chromatic number of a graph. It is proved that the acyclic total chromatic number of a planar graph with maximum degree and girth is at most if , or and , or and , or . Moreover, if is a series-parallel graph with or a planar graph with and , then the acyclic total chromatic number of is .