Despite the benefits, there are challenges in using catalysts in cement kilns. High operating temperatures and the abrasive nature of raw materials can lead to catalyst deactivation or degradation. Ensuring the longevity and effectiveness of catalysts in such harsh conditions is a key area of ongoing research.