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Your search keyword '"*DEW point"' showing total 1 results
Start Over Descriptor "*DEW point" Topic natural gas Publication Year Range Last 10 years Journal petroleum science & technology
1 results on '"*DEW point"'

1. Prediction of equilibrium water dew point of natural gas in TEG dehydration systems using Bayesian Feedforward Artificial Neural Network (FANN).

Author

Ahmad, Z, Bahadori, Alireza, and Zhang, Jie

Subjects
*NATURAL gas, *CHEMICAL equilibrium, *DEHYDRATION reactions, *FEEDFORWARD neural networks, *BAYESIAN analysis
Abstract

The aim of this paper is to predict the equilibrium water dew point of natural gas in TEG dehydration process using feedforward artificial neural network (FANN). The ANN model shows a good result as the coefficient of determination of 0.9989 and 0.9976 was obtained for training and testing data respectively with relatively small value of mean square errors of 0.0203 and 0.0221. 0.5% of average absolute deviation percentage was observed which is comparable with the literatures. It clearly shows that FANN gives a good prediction on water dew point of natural gas in TEG dehydration process. [ABSTRACT FROM AUTHOR]

Published
2018
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