Structure health monitoring(SHM) has the potential to provide quantitative and reliable data on the real condition of structures, observe the evolution of their behaviour and detect degradation. However, measurement data is not stable due to the various reasons such as power supply problem, electric wave interrupt or other unpredictable situations. Therefore, in this study, the management technique of historical displacement data is presented to deal with the situation when missing data is detected. Continuous monitoring is enabled by imputation algorithm presented in this study. Finally the presented technique is tested through the simulation which is based on finite element program.