Particulate fouling refers to the accumulation of solid particles on the surface of a catalyst, which can significantly impede its performance. This phenomenon is a common issue in catalytic processes, affecting the efficiency, longevity, and overall effectiveness of the catalysts used. The particles responsible for fouling can originate from various sources, including feedstock impurities, by-product formation, and external contaminants.