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

IF 2.4 4区计算机科学 Q2 COMPUTER SCIENCE, SOFTWARE ENGINEERING

SoftwareX Pub Date : 2025-06-13 DOI:10.1016/j.softx.2025.102217

Johandri Vosloo , Kenneth R. Uren , George van Schoor

引用次数: 0

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.

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田纳西州伊士曼过程（COSTEP）的完整开放Simulink模型

田纳西伊士曼过程作为评价故障诊断技术的基准体系。目前的模拟器实现是用FORTRAN和MATLAB中的C-mex - s函数实现的。C-mex文件是FORTRAN代码到C的转换，以便在MATLAB中实现。这两种实现都有一个限制，即不是所有的变量和参数都可以直接访问。因此，在Simulink中开发了一个完整和开放的田纳西伊士曼过程模拟器，以允许对所有参数和变量进行全面访问，并更好地集成Simulink。这将使研究人员在控制和故障诊断技术的设计上有更大的自由度。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

SoftwareX COMPUTER SCIENCE, SOFTWARE ENGINEERING-

CiteScore

5.50

自引率

2.90%

发文量

184

审稿时长

9 weeks

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