CO<sub>2</sub> Transportation via Hydrates and Liquefaction: Technical Analysis and Comparison

Kaur, Manvindeep; Sahith, Jai Krishna; Sivabalan, Vinayagam; Lal, Bhajan

doi:10.2991/aer.k.201229.020

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Cited by 4 publications

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“…1 8. They are also important in separation processes, fuel transportation, and storage 9, 10 and may be used as a source of energy. Gas hydrates have so far created more concerns than they have addressed.…”

Section: Introductionmentioning

confidence: 99%

Development of a Prediction Model for Gas Hydrate Formation in Multiphase Pipelines by Artificial Intelligence

et al. 2022

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A prediction model is developed by means of artificial neural networks (ANNs) to determine the gas hydrate formation kinetics in multiphase gas dominant pipelines with crude oil. Experiments are conducted to determine the rate of formation and reaction kinetics of hydrates formation in multiphase systems. Based on the results, an artificial intelligence model is proposed to predict the gas hydrate formation rate in multiphase transmission pipelines. Two ANN models are suggested with single-layer perceptron (SLP) and multilayer perceptron (MLP). The MLP shows more accurate prediction when compared to SLP. The models were predicted accurately with high prediction accuracy both for the pure and multiphase systems.

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Section: Introductionmentioning

confidence: 99%

Development of a Prediction Model for Gas Hydrate Formation in Multiphase Pipelines by Artificial Intelligence

et al. 2022

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Technologies in Desalination

Sahith¹,

Lal²

2022

Gas Hydrate in Water Treatment

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Experimental investigation on the phase behaviour for gas hydrates in CO2 rich gas mixtures & multiphase system

Sayani

Khan²,

Pedapati

et al. 2022

Energy Reports

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CO₂ Transportation via Hydrates and Liquefaction: Technical Analysis and Comparison

Cited by 4 publications

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Development of a Prediction Model for Gas Hydrate Formation in Multiphase Pipelines by Artificial Intelligence

Development of a Prediction Model for Gas Hydrate Formation in Multiphase Pipelines by Artificial Intelligence

Technologies in Desalination

Experimental investigation on the phase behaviour for gas hydrates in CO2 rich gas mixtures & multiphase system

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CO2 Transportation via Hydrates and Liquefaction: Technical Analysis and Comparison

Cited by 4 publications

References 0 publications

Development of a Prediction Model for Gas Hydrate Formation in Multiphase Pipelines by Artificial Intelligence

Development of a Prediction Model for Gas Hydrate Formation in Multiphase Pipelines by Artificial Intelligence

Technologies in Desalination

Experimental investigation on the phase behaviour for gas hydrates in CO2 rich gas mixtures & multiphase system

Contact Info

Product

Resources

About

CO₂ Transportation via Hydrates and Liquefaction: Technical Analysis and Comparison