How to get the peak value of a second order system that has non-zero initial condition with step input?

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It is known that the peak value of a second order system which is excited with a step input can be expressed by

$y(t_p)=1+e^{({-\pi\zeta}/{\sqrt{1-\zeta^2}})}$

In my case, the initial conditions are non-zero. I've solved the differential equation, took its first derivative and then set it to zero, thus got the peak value. But this requires lots of computation time.

Is there a way similar to the one above for non-zero initial conditions case?