This is the result of research endeavors with my Postdoc Kil-Wan Ko and our collaborator Prof. Robert Kayen. In this work, we introduced a new method to identify the timing of liquefaction triggering using acceleration records by leveraging a new concept, the Spectral Energy Ratio (SER). The method was validated through centrifuge test data in order to discuss its reliability and uncertainty.