Solar Panel Efficiency Monitoring faces challenges in maintaining peak performance due to issues like overheating or malfunctions. Traditional inspection methods are often time-consuming and lack precision. However, integrating thermal drones addresses these concerns by offering a swift and accurate assessment. The primary challenge lies in ensuring widespread adoption and awareness within the solar industry about the benefits of this technology. Implementing thermal drone technology requires initial investment and training, potentially hindering its integration for some businesses. Additionally, refining the algorithms for data analysis and interpretation of thermal images is essential for optimizing the identification of panel anomalies. Overcoming these obstacles can pave the way for more efficient solar energy production, reducing downtime and maximizing the overall output of solar installations. As technology advances and becomes more accessible, Solar Panel Efficiency Monitoring through thermal drones holds immense potential for revolutionizing the renewable energy landscape.