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The optimum values of the process parameters and the chemical composition were assessed.
Past values of the process inputs and the coordinates of the specific location provide the input information to the model.
This is done by introducing a Markov chain condition on the sequence of peak values of the process.
The design of the bowl and the mixing blade along with the values of the process parameters (load, rotation speed, etc).
A mathematical model accurately describes the measured performance of the membrane reactor and allows predictions for other values of the process parameters.
Further, on application of PSO to the ANN model, the optimum values of the process parameters were as follows: pH = 6.7, temperature = 33.3 °C, agitation rate = 458 rpm and aeration rate = 128 L h−1.
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The value of the model development process is frequently enlightening but rarely presented.
Leading public companies recognized the value of the process some time ago.
Such prejudice minimizes the value of the process, as it would any type of planning model.
The highlights are always in the quality and value of the process rather than the outcome.
However, changing the value of the process parameters may cause deviations and elicit dynamic responses from processes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com