In this paper, a comprehensive and robust multi-variable nonlinear controller has been designed to achieve transient stability enhancement in multi-machine power systems. The proposed method effectively decentralizes the feedback controllers and hence, requires only local feedback variables being independent of the operating condition. Results are exhibited on a 39-buses 10-machines power system, when it is subjected to perturbations under different operating conditions.