Exergy-based fault detection on the Tennessee Eastman process
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.12.875
Abstract: Abstract The exergy-based fault detection method has not yet been applied to a complex industrial system that adequately represents a dynamically changing process. One such system, the Tennessee Eastman process, is commonly used as a… read more here.
Keywords: exergy; tennessee eastman; process; eastman process ... See more keywords
Fault detection in Tennessee Eastman process with temporal deep learning models
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Industrial Information Integration"
DOI: 10.1016/j.jii.2021.100216
Abstract: Abstract Automated early process fault detection and prediction remains a challenging problem in industrial processes. Traditionally it has been done by multivariate statistical analysis of sensor readings and, more recently, with the help of machine… read more here.
Keywords: tennessee eastman; learning models; eastman process; fault detection ... See more keywords