Journal article
The revised Tennessee Eastman process simulator as testbed for SPC and DoE methods
Engineering process control and high-dimensional, time-dependent data present great methodological challenges when applying statistical process control (SPC) and design of experiments (DoE) in continuous industrial processes. Process simulators with an ability to mimic these challenges are instrumental in research and education.
This article focuses on the revised Tennessee Eastman process simulator providing guidelines for its use as a testbed for SPC and DoE methods. We provide flowcharts that can support new users to get started in the Simulink/Matlab framework, and illustrate how to run stochastic simulations for SPC and DoE applications using the Tennessee Eastman process.
Language: | English |
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Publisher: | Taylor & Francis |
Year: | 2019 |
Pages: | 212-229 |
ISSN: | 15324222 and 08982112 |
Types: | Journal article |
DOI: | 10.1080/08982112.2018.1461905 |
ORCIDs: | Kulahci, Murat |