Logic-based probabilistic network model to detect and track faults in a process system

• Main Authors: Tahoon, A.I., Rusli, R., Khan, F., Zainal Abidin, M.
• Format: Article
• Published: John Wiley and Sons Inc. 2020
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075526483&doi=10.1002%2fprs.12110&partnerID=40&md5=93f53c296ce3bee15f2db7ba59c0433e; http://eprints.utp.edu.my/23175/
• Institution: Universiti Teknologi Petronas

Process systems are becoming complex due to a higher dependency among operational variables and complex control loops. Principal component analysis (PCA) is widely used to reduce the dimensionality of the complex process systems, while Bayesian networks (BNs) are increasingly employed to model relat...