The method of obtaining displacement through acceleration integration is widely used. To accurately obtain the vibration displacement of the vibration screening excitation platform, in this paper, the preprocessing method (EBKA-TVF-EMD) involving the use of enhanced black-winged kite algorithm (EBKA) to optimize the time-varying filtering based empirical mode decomposition (TVF-EMD) is proposed. First, the EBKA introduces the random number