A unified model integrating Granger causality-based causal discovery and fault diagnosis in chemical processes

2025/02/11 by Feiya Lv, Borui Yang, Shujian Yu +5 · 18 citations
Engineering · Mathematics · #Advanced Data Processing Techniques #Biology #Causal model #Causality (physics) #Computer science #Econometrics #Fault (geology) #Fault Detection and Control Systems #Granger causality #Machine learning #Mathematics #Mineral Processing and Grinding #Paleontology #Physics #Statistics

paper · open access · doi:10.1016/j.compchemeng.2025.109028

published in Computers & Chemical Engineering 196, 109028 (Elsevier BV)

openalex publication_date 2025/02/11 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/01

Citations

• Reconstruction-based contribution for process monitoring
• A review of process fault detection and diagnosis
• A review of process fault detection and diagnosis
• A review of process fault detection and diagnosis
• Investigating Causal Relations by Econometric Models and Cross-spectral Methods
• Graph neural network-based fault diagnosis: a review
• The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making