Modelling of gas to hydrate conversion for promoting CO2 capture processes in the oil and gas industry
Author(s)
Baghban, Alireza
Bahadori, Mohammad
Kashiwao, Tomoaki
Bahadori, Alireza
Griffith University Author(s)
Year published
2016
Metadata
Show full item recordAbstract
In this contribution, equilibrium conditions of clathrate hydrates containing mixtures of carbon dioxide and tetra-n butylammonium bromide and tetra-n butylammonium chloride are modeled by a combination of particle swarm optimization algorithm with least square support vector machine intelligent approach. The evaluation of aforementioned model has been conducted by statistical analyses between experimental and predicted values. The obtained results show excellent performance of proposed model.In this contribution, equilibrium conditions of clathrate hydrates containing mixtures of carbon dioxide and tetra-n butylammonium bromide and tetra-n butylammonium chloride are modeled by a combination of particle swarm optimization algorithm with least square support vector machine intelligent approach. The evaluation of aforementioned model has been conducted by statistical analyses between experimental and predicted values. The obtained results show excellent performance of proposed model.
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Journal Title
Petroleum Science and Technology
Volume
34
Issue
7
Subject
Chemical engineering
Resources engineering and extractive metallurgy
Resources engineering and extractive metallurgy not elsewhere classified