1992
DOI: 10.1016/0009-2509(92)87079-6
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Gas-liquid reactor in the synthesis of urea

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Cited by 11 publications
(17 citation statements)
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“…Data normalisation was performed using Equation as follows: X=x((xmax+xmin)/2)((xmaxxmin)/2) where x max and x min are the highest and lowest values of variable x , respectively. The ANN model was trained using 125 experimental and/or commercial plant data taken from these references . The training dataset was selected randomly from the available urea synthesis data (85% of the whole data), covering a temperature range of 435–485 K, NH 3 /CO 2 range of 2.0–6.5 and H 2 O/CO 2 range of 0.1–1.4.…”
Section: Resultsmentioning
confidence: 99%
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“…Data normalisation was performed using Equation as follows: X=x((xmax+xmin)/2)((xmaxxmin)/2) where x max and x min are the highest and lowest values of variable x , respectively. The ANN model was trained using 125 experimental and/or commercial plant data taken from these references . The training dataset was selected randomly from the available urea synthesis data (85% of the whole data), covering a temperature range of 435–485 K, NH 3 /CO 2 range of 2.0–6.5 and H 2 O/CO 2 range of 0.1–1.4.…”
Section: Resultsmentioning
confidence: 99%
“…It is clear from Figures and , the outputs of the model simulated with ANN exhibit an acceptable agreement with the actual data of the urea reactor and also the experimental data available in the literature. The references for the data used in the ANN model include the following studies and/or documents …”
Section: Resultsmentioning
confidence: 99%
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