Although solar panels perform efficiently in cold weather, extreme cold or snowfall can impact their productivity and potentially damage the solar cells due to contraction. Such high temperatures lead to a drop in electricity production up to 30% but do not pose a fire. The impact of lower temperatures on photovoltaic power generation cannot be ignored. In recent years, with global warming, winter temperatures have shown a significant downward trend. A photovoltaic panel is a device that. The process of solar energy breakdown initiates at temperatures below -40 degrees Celsius, impacting efficiency, durability, and performance. As temperature decreases, the voltage of the PV. Solar panels are rated based on their performance at standard test conditions (STC), which include a temperature of 25°C. The performance of a solar cell is inversely related to its operating. Various factors influence the performance of solar panels under low-temperature conditions, necessitating a nuanced understanding of these dynamics.