Maximizing the collective functional lifetime is clearly one of the biggest design objectives of any wireless sensor network. For this purpose, it is important to find out the value of maximum lifetime of a sensor network exactly. In this paper, the lifetime maximization was formalized for the multi-source multi-sink maximum flow problem of a directed graph with arc and vertex capacity powers. Then a method was proposed to solve this kind of maximum flow problem.