Application of chemometrics to modeling produced water contamination

J. McFarlane

doi:10.1081/SS-200042524

Application of chemometrics to modeling produced water contamination

J. McFarlane

Fuel Cycle Chemical Technology

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Abstract

A partial least-squares statistical model was prepared to describe the contamination of produced water by soluble organic compounds. The model incorporated predictor variables used in earlier characterization studies: pH, temperature, pressure, salinity, water-to-oil ratio, and origin of the crude. Response variables included total extractable material and concentrations of aliphatic, aromatic, and polar organic molecules. The model was used to predict the uptake of water-soluble organics under a variety of conditions. The model will be applied to the prediction of hydrocarbon contamination of water produced in offshore drilling.

Original language	English
Pages (from-to)	593-609
Number of pages	17
Journal	Separation Science and Technology (Philadelphia)
Volume	40
Issue number	1-3
DOIs	https://doi.org/10.1081/SS-200042524
State	Published - 2005

Funding

The author would like to thank the U.S. Department of Energy Natural Gas and Oil Technology Partnership Office for funding under contract AC10383OR41 and industrial partners through the Petroleum Energy Research Forum for their support.

Funders	Funder number
U.S. Department of Energy Natural Gas and Oil Technology Partnership Office	AC10383OR41

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1081/SS-200042524

Cite this

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AB - A partial least-squares statistical model was prepared to describe the contamination of produced water by soluble organic compounds. The model incorporated predictor variables used in earlier characterization studies: pH, temperature, pressure, salinity, water-to-oil ratio, and origin of the crude. Response variables included total extractable material and concentrations of aliphatic, aromatic, and polar organic molecules. The model was used to predict the uptake of water-soluble organics under a variety of conditions. The model will be applied to the prediction of hydrocarbon contamination of water produced in offshore drilling.

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JO - Separation Science and Technology (Philadelphia)

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Application of chemometrics to modeling produced water contamination

Abstract

Funding

UN SDGs

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