The invention discloses a passive robustness control method. The method comprises the steps of acquiring three features in a power system, wherein the three features comprises a system nonlinearity a(x), parameter uncertainty b(x), and wind speed randomness d(t); combining the three features, so as to obtain disturbance Psi(x, u, t); introducing a virtual state xn+1 to represent the disturbance Psi(x, u, t); introducing a disturbance observer, and estimating the represented disturbance in real time; and introducing a robustness passive controller, compensating the disturbance estimated in real time, and controlling output of active power and reactive power of a double-feed induction generator in the power system. The method is applied to the power system containing the double-feed induction generator. When the power system containing the double-feed induction generator is disturbed, the output of the active power and reactive power of the double-feed induction generator is adjusted based on the robustness passive control of the disturbance observer, so as to make the power system more stable.