The paper addresses the problem of qualitative analysis for a class of hybrid dynamical systems. This class consists of so-called switched flow networks which are used to model various communication, computer, and flexible manufacturing systems. We prove that any hybrid dynamical system from this class has a finite number of asymptotically stable limit cycles and any trajectory of the system converges to one of these cycles.