Several challenges exist in ODH catalysis, including: - Selectivity: Ensuring that the reaction produces the desired alkene rather than over-oxidizing to carbon oxides. - Catalyst Stability: Preventing the deactivation of the catalyst due to coking or sintering over time. - Reaction Conditions: Optimizing conditions such as temperature, pressure, and feed ratios to maximize yield and efficiency.