Artificial Neural Networks (ANNs) for Vapour-Liquid-Liquid Equilibrium (VLLE) Predictions in N-Octane/Water Blends

E Lopez-Ramirez, S Lopez-Zamora, S Escobedo… - Processes, 2023 - mdpi.com
Blends of bitumen, clay, and quartz in water are obtained from the surface mining of the
Athabasca Oil Sands. To facilitate its transportation through pipelines, this mixture is usually …

Advanced design of integrated heat recovery and supply system using heated water storage for textile dyeing process

J Seo, H Mun, JY Shim, SI Hong, HD Lee, I Lee - Energies, 2022 - mdpi.com
Heat recovery from a high-temperature wastewater is the major concern in the conventional
textile industry. However, limited space in the textile plant is an important constraint for the …

Thermodynamics and Machine Learning Based Approaches for Vapor–Liquid–Liquid Phase Equilibria in n-Octane/Water, as a Naphtha–Water Surrogate in Water …

S Lopez-Zamora, J Kong, S Escobedo, H Lasa - Processes, 2021 - mdpi.com
The prediction of phase equilibria for hydrocarbon/water blends in separators, is a subject of
considerable importance for chemical processes. Despite its relevance, there are still …

Thermodynamic Vapor-Liquid Equilibrium in Naphtha-Water Mixtures

SM Lopez-Zamora - 2021 - search.proquest.com
Naphtha is used to dilute the froth from bitumen treatment. Naphtha is recovered using a
Naphtha Recovery Unit (NRU) and sent back to the froth dilution step. To minimize the …

Vapour–liquid–liquid and vapour–liquid equilibrium of paraffinic aromatic synthetic naphtha/water blends: Prediction of the number of phases

S Lopez‐Zamora, J Kong, S Escobedo… - … Canadian Journal of …, 2022 - Wiley Online Library
Bitumen is extracted from oil sands using warm water and additives. The resulting bitumen
froth is diluted with naphtha in a froth treatment process. Residual naphtha in the aqueous …

Phase equilibrium in n-octane/water separation units: vapor pressures, vapor and liquid molar fractions

J Kong, S Escobedo, S Lopez-Zamora… - International Journal of …, 2021 - degruyter.com
The present study reports result from research into vapor–liquid–liquid phase equilibrium for
n-octane highly diluted in water and water highly diluted in n-octane blends, using a …

A Machine Learning Approach for Phase-Split Calculations in n-Octane/Water and PASN/Water Systems

S Lopez-Zamora, S Escobedo, H de Lasa - Processes, 2022 - mdpi.com
Flash calculations, including phase split and phase classification for both n-octane/water
blends and paraffinic aromatic synthetic naphtha (PASN)/water blends present significant …