Several challenges can arise during activity tests: - Deactivation of Catalysts: Over time, a catalyst may lose its activity due to poisoning, sintering, or coking. - Reproducibility: Ensuring consistent results across multiple tests can be difficult due to variations in catalyst preparation or reaction conditions. - Complex Reaction Mechanisms: Some reactions have complex mechanisms that make it hard to attribute activity to specific catalyst properties.