This thesis aims at reducing the effect of weather on an independent solar power system, utilizing Kalman filter’s parameter adjusting regulation to estimate the behavior of the dynamic system based on the knowledge of the prior states of power. In addition, the safety regulations including leakage current testing and temperature testing are taken into consideration in order to enhance the safety to avoid causing any endanger to the users, while maintaining decent energy conversion efficiency.