We establish an averaging principle on the real semi-axis for semi-linear equation x '=epsilon(Ax+f(t)+F(t,x))$$\begin{equation*} \hspace*{9pc}x<^>{\prime }=\varepsilon (\mathcal {A} x+f(t)+F(t,x)) \end{equation*}$$with unbounded closed linear operator A$\mathcal {A}$ and asymptotically Poisson stable (in particular, asymptotically stationary, asymptotically periodic, asymptotically quasi-periodic, asymptotically almost periodic, asymptotically almost automorphic, asymptotically recurrent) coefficients. Under some conditions, we prove that there exists at least one solution, which possesses the same asymptotically recurrence property as the coefficients, in a small neighborhood of the stationary solution to the averaged equation, and this solution converges to the stationary solution of averaged equation uniformly on the real semi-axis when the small parameter approaches to zero.