- Sulfur Poisoning: Sulfur compounds in the fuel can deactivate the catalyst by forming stable sulfates, thereby reducing its efficiency. - Thermal Stability: High temperatures can degrade the storage materials and precious metals, leading to reduced performance over time. - Limited Capacity: The storage capacity for NOx is finite, requiring frequent regeneration phases, which can be challenging to manage in real-world driving conditions.