Combining SHAP and Causal Analysis for Interpretable Fault Detection in Industrial Processes

Pedro Cortes dos Santos, Matheus Becali Rocha, Renato A Krohling

Industrial processes generate complex data that challenge fault detection systems, often yielding opaque or underwhelming results despite advanced machine learning techniques. This…