Qingchao Jiang

Anomaly Tracing Method Based on Attention-Based Postnonlinear Causal Model

2025 · IEEE Transactions on Industrial Informatics

Accurate causal discovery is of great significance for data-driven root cause diagnosis. For multivariate complex industrial processes, traditional methods rarely conduct causal discovery of multiple causes and single effect from the perspective of quantifying causal …