Photovoltaic cells are used in DC micro-grids, but real solar cells can be affected by the environment. To solve this, a simulation model using mathematical models of photovoltaic cells was created. The model considers light intensity and battery temperature to track the output of the cells. An iterative method was used to compare different algorithms, and experiments confirmed that the output characteristics met the system's needs.