Manufacturing plants and warehouses rely heavily on solar energy to power their operations, reduce electricity costs, and meet sustainability goals. However, due to high dust levels, industrial emissions, and rooftop debris, solar panels in these environments accumulate dirt much faster than average, leading to efficiency losses. Without proper cleaning and monitoring, these facilities can experience unexpected energy drops, inverter failures, and long-term panel degradation, affecting productivity and increasing operating expenses. Regular preventive maintenance ensures that solar panels remain in optimal condition, providing maximum energy output to support machinery, lighting, and climate control systems. By integrating SCADA monitoring and real-time diagnostics, factories and warehouses can prevent costly downtime and maintain energy efficiency standards.