Anomaly detection in catalysis refers to the identification of deviations from normal behavior in catalytic processes. These anomalies can manifest as unexpected changes in reaction rates, selectivity, or catalyst deactivation patterns. Detecting such anomalies is crucial for maintaining process efficiency, safety, and product quality in industrial catalytic applications.