Reduced downtime is crucial for maintaining operational efficiency, maximizing production output, and minimizing costs. Prolonged downtime can lead to significant financial losses, disrupt supply chains, and reduce the overall competitiveness of a manufacturing facility. Hence, strategies to minimize downtime are highly valued in industrial catalysis.