To improve transient stability of multi-machine power systems, this paper presents a control strategy of generator excitation based on the direct feedback linearization method of nonlinear systems and the optimal control theory of linear systems. Using an observation decoupled state space model of multi-machine power systems, the control rule is easy to be implemented because it needs only local information to drive the subsystems to reach their local equilibrium points, and then the total system is stable...