A complete and open Simulink model of the Tennessee Eastman process (COSTEP)

The Tennessee Eastman process serves as a benchmark system for the evaluation of fault diagnosis techniques. Current simulator implementations are available in FORTRAN and in a C-mex S-function in MATLAB. The C-mex file is a conversion of the FORTRAN code to C for implementation in MATLAB. Both implementations have the limitation that not all the variables and parameters are directly accessible. Hence, a complete and open Tennessee Eastman process simulator was developed in Simulink to allow for total access to all parameters and variables and better Simulink integration. This implementation will give researchers more freedom towards the design of control and fault diagnosis techniques.

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Publication Details

Journal
SoftwareX
Published
2025-06-13
DOI
https://doi.org/10.1016/j.softx.2025.102217
Citations
2
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
2.43

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article

A complete and open Simulink model of the Tennessee Eastman process (COSTEP)

Johandri Vosloo, Kenneth R. Uren, George van Schoor
2 citations
SoftwareX
Fault Detection and Control Systems
2.43
article

A complete and open Simulink model of the Tennessee Eastman process (COSTEP)

Johandri Vosloo, Kenneth R. Uren, George van Schoor
article en
2 citations

Abstract

The Tennessee Eastman process serves as a benchmark system for the evaluation of fault diagnosis techniques. Current simulator implementations are available in FORTRAN and in a C-mex S-function in MATLAB. The C-mex file is a conversion of the FORTRAN code to C for implementation in MATLAB. Both implementations have the limitation that not all the variables and parameters are directly accessible. Hence, a complete and open Tennessee Eastman process simulator was developed in Simulink to allow for total access to all parameters and variables and better Simulink integration. This implementation will give researchers more freedom towards the design of control and fault diagnosis techniques.

SoftwareXVol. 31
North-West University (ZA)
National Research Foundation, National Research Foundation of Korea
Openalex Percentile: Top 11%
Fault Detection and Control Systems
2.43
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A complete and open Simulink model of the Tennessee Eastman process (COSTEP) — Johandri Vosloo, Kenneth R. Uren, et al. · SoftwareX (2025) | TGRS Research Map | TGRS