Despite its benefits, catalytic combustion faces several challenges. One major issue is the deactivation of catalysts over time due to sintering, poisoning, and thermal degradation. The initial cost of catalyst materials, especially noble metals, can also be a significant barrier. Additionally, achieving uniform fuel distribution over the catalyst surface can be complex, affecting the overall efficiency of the process.