A Doubly Fed Induction Generator (DFIG) based wind farm (DFIGWF) has been proposed in this paper for improving the stability of wind farm with multi machine power system by implementing of an adaptive third order terminal sliding mode power controller for rotor side converter. In comparison to the conventional one our proposed strategy significantly improves the active power output by DFIGWF at after fault state. Subsequently electrical power output is amended by generators, and this improves the stability of system. The overall improvement in the relative oscillations of the generators present in different areas of a standard IEEE 6 machine 30 bus power system is analyzed by comparing the critical clearing time of the proposed control strategies with conventional one.