Please use this identifier to cite or link to this item: https://hdl.handle.net/2440/71143
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Type: Journal article
Title: Phase equilibrium modeling of structure H clathrate hydrates of methane + water "insoluble" hydrocarbon promoter using group contribution-support vector machine technique
Author: Eslamimanesh, A.
Gharagheizi, F.
Mohammadi, A.
Richon, D.
Illbeigi, M.
Fazlali, A.
Forghani, A.
Yazdizadeh, M.
Citation: Industrial and Engineering Chemistry Research, 2011; 50(22):12807-12814
Publisher: Amer Chemical Soc
Issue Date: 2011
ISSN: 0888-5885
1520-5045
Statement of
Responsibility: 
Ali Eslamimanesh, Farhad Gharagheizi, Amir H. Mohammadi, Dominique Richon, Mohammad Illbeigi, Alireza Fazlali, Amir Ahmad Forghani, and Mohammad Yazdizadeh
Abstract: In this work, the group contribution (GC) method is coupled with the least-squares support vector machine (LSSVM) mathematical algorithm to develop a model for representation/prediction of the dissociation conditions of structure H (sH) clathrate hydrates of methane with 21 hydrocarbon promoters namely as water "insoluble" promoters. Almost all of available literature data are studied to present a reliable model validated by the following statistical parameters: absolute average relative deviations (AARD) of the represented/predicted dissociation pressures from the reported experimental values: about 1.6%, and squared correlation coefficient: 0.99. © 2011 American Chemical Society.
Rights: Copyright © 2011 American Chemical Society
DOI: 10.1021/ie2011164
Appears in Collections:Aurora harvest 5
Chemical Engineering publications

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