Experimental protocols in catalysis can face challenges such as catalyst deactivation, inconsistent results, or unexpected side reactions. Troubleshooting often involves checking the accuracy of measurements, ensuring that all equipment is properly calibrated, and verifying the purity of reactants. Additionally, repeating experiments under slightly modified conditions can help identify the root cause of the issues.