A novel use for an old problem: The Tennessee Eastman challenge process as an activating teaching tool
Sign Up to like & getrecommendations! Published in 2020 at "Education for Chemical Engineers"
DOI: 10.1016/j.ece.2019.09.002
Abstract: Abstract The domains of process design, operations and control are highly interdependent and thus affect operational efficiency and robustness of industrial facilities. Despite this, they are mostly kept in isolation from each other even in… read more here.
Keywords: process design; control; tool; process ... See more keywords
Assessing Observability using Supervised Autoencoders with Application to Tennessee Eastman Process
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.12.122
Abstract: Abstract This work presents a novel approach to calculate classification observability using a supervised autoencoder (SAE) neural network (NN) for classification. This metric is based on a minimal distance between every two classes in the… read more here.
Keywords: using supervised; tennessee eastman; process; observability using ... See more keywords
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
Mortality among Tennessee Eastman Corporation (TEC) uranium processing workers, 1943–2019
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Radiation Biology"
DOI: 10.1080/09553002.2022.2078003
Abstract: Abstract Background There are few occupational studies of women exposed to ionizing radiation. During World War II, the Tennessee Eastman Corporation (TEC) operated an electromagnetic field separation facility of 1152 calutrons to obtain enriched uranium… read more here.
Keywords: lung cancer; tennessee eastman; lung; eastman corporation ... See more keywords
Reconstructed lung doses for the million person study cohort of 26,650 Tennessee Eastman corporation workers employed between 1942 and 1947
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Radiological Protection"
DOI: 10.1088/1361-6498/acb1be
Abstract: Tennessee Eastman Corporation workers were exposed to uranium dust resulting in high-linear energy transfer (LET) irradiation to lung tissue. In this work, radiation lung doses were reconstructed for 26 650 men and women working at… read more here.
Keywords: corporation workers; lung doses; tennessee eastman; lung ... See more keywords