The collapse of a large infrastructure cause serious losses. Therefore, there has been an increasing demand in using Structural Health Monitoring techniques for the building structures so that their maintenance cost and time can be reduced. In this study, a experimental evaluation of abnormal behavior using data from a seismograph that already installed for potential of low-cost safety assessment.