Statistical root cause analysis of novel faults based on digraph models

► Neither fault mechanism nor relevant historical data are available for novel faults. ► We combine multivariate statistical process monitoring (MSPM) and causal reasoning. ► Normal historical data are incorporated into causal reasoning through MSPM. ► Signed digraph enables automatic variable selection and residual interpretations.