"Researchers at IIT Bombay developed a framework to predict the lifetime of anti-soiling solar coatings. The study integrates degradation experiments, weather data, and environmental stress models. Coating lifetime is significantly influenced by local climate, installation tilt, and rainwater pH. Fluoropolymer-based coatings showed higher pH dependence compared to phenylsilicone-based coatings."