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This study showed the feasibility of integrating and automating a HPC loop involving the generation of suitable design of experiments (DOE), creating simulation jobs, deploying/executing it on a HPC cluster, and scripting outputs in a useful format.
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The presented holistic approach includes the modeling of the process chain, the construction of suitable designs of experiments, the logging and the collection of experimental and production data, the data analysis, as well as the visualization of analysis results and the deduction of the room of maneuver for production settings.
It is also shown that the experimental analysis of liquid solid reactions can be simplified by a suitable design of batchwise experiments, which also increases the accuracy in parameter estimation.
Then, through a suitable design of the identification experiment, bounds on the unmeasurable inner signal are evaluated.
Moreover, the influence of the parameter setting is investigated by using Taguchi method of design-of-experiment (DOE), and suitable values are determined for key parameters.
Based on the design-of-experiment (DOE) test, suitable parameter combinations are determined and some guidelines are provided to set the parameters.
In addition, we make use of a design-of-experiment method to determine the set of suitable parameters for the SFLA.
The obtained data of chromium removal, and residual tannic acid was subjected to analysis of variance (ANOVA), suitable to the design of experiments.
In addition, the influence of parameter setting of the EDA is investigated based on the Taguchi method of design of experiments, and a suitable parameter setting is suggested.
These are studied here with the help of design of experiments so that a suitable data set is obtained.
A design of experiments (DoE) is used to define suitable drying conditions and to analyze the results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com