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A modified nonlinear (proper orthogonal decomposition) POD method based on transient time series is proposed in this paper.Inertial manifolds (IM) and approximate inertial manifolds (AIM) method that are widely used for in the infinite dimensional dynamical system are introduced briefly, based on the idea of which the nonlinear POD method is modified by replacing the time series of the system response in the steady state with that in the transient state.