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Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design

[Image: see text] Nanoparticle (NP)-stabilized foam technology has found potential applications in CO(2) enhanced oil recovery (EOR) and greenhouse gas geological storage practices and accordingly attracts lots of research interest. To screen the optimal formula for the satisfactory foam performance...

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Autores principales: Du, Dongxing, Zhang, Xu, Yu, Kequan, Song, Xiakai, Shen, Yinjie, Li, Yingge, Wang, Fei, Zhifeng, Sun, Li, Tao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7057340/
https://www.ncbi.nlm.nih.gov/pubmed/32149228
http://dx.doi.org/10.1021/acsomega.9b03543
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author Du, Dongxing
Zhang, Xu
Yu, Kequan
Song, Xiakai
Shen, Yinjie
Li, Yingge
Wang, Fei
Zhifeng, Sun
Li, Tao
author_facet Du, Dongxing
Zhang, Xu
Yu, Kequan
Song, Xiakai
Shen, Yinjie
Li, Yingge
Wang, Fei
Zhifeng, Sun
Li, Tao
author_sort Du, Dongxing
collection PubMed
description [Image: see text] Nanoparticle (NP)-stabilized foam technology has found potential applications in CO(2) enhanced oil recovery (EOR) and greenhouse gas geological storage practices and accordingly attracts lots of research interest. To screen the optimal formula for the satisfactory foam performance, orthogonal experimental design (OED) is used in this paper for the complex multifactor multilevel system consisting of five influential factors of NP size, surfactant concentration, NP concentration, temperature, and salinity at four different levels in the range of 7–40 nm, 0–0.15 wt %, 0–0.2 wt %, 25–55 °C, and 0–3 wt %, respectively. Based on the orthogonal principle, only 16 experiments were performed to analyze the effect of various factors on the foam height and foam half-life properties. In addition to showing that the influence of the single factor on foam static properties, OED results reveal that the surfactant concentration and temperature are dominating factors on foamability and stability of the NP-stabilized CO(2) foam, respectively. Finally, NP-stabilized CO(2) foam with satisfactory static characteristics is obtained with the OED recommended composition of a 0.15 wt % surfactant concentration, 0.1 wt % NP concentration, and NP size of 7 nm in 1 wt % saline solution at temperatures of 30 and 50 °C, validating that the OED method could substantially facilitate the laboratory screening and optimization process for a successful NP-stabilized CO(2) foam application.
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spelling pubmed-70573402020-03-06 Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design Du, Dongxing Zhang, Xu Yu, Kequan Song, Xiakai Shen, Yinjie Li, Yingge Wang, Fei Zhifeng, Sun Li, Tao ACS Omega [Image: see text] Nanoparticle (NP)-stabilized foam technology has found potential applications in CO(2) enhanced oil recovery (EOR) and greenhouse gas geological storage practices and accordingly attracts lots of research interest. To screen the optimal formula for the satisfactory foam performance, orthogonal experimental design (OED) is used in this paper for the complex multifactor multilevel system consisting of five influential factors of NP size, surfactant concentration, NP concentration, temperature, and salinity at four different levels in the range of 7–40 nm, 0–0.15 wt %, 0–0.2 wt %, 25–55 °C, and 0–3 wt %, respectively. Based on the orthogonal principle, only 16 experiments were performed to analyze the effect of various factors on the foam height and foam half-life properties. In addition to showing that the influence of the single factor on foam static properties, OED results reveal that the surfactant concentration and temperature are dominating factors on foamability and stability of the NP-stabilized CO(2) foam, respectively. Finally, NP-stabilized CO(2) foam with satisfactory static characteristics is obtained with the OED recommended composition of a 0.15 wt % surfactant concentration, 0.1 wt % NP concentration, and NP size of 7 nm in 1 wt % saline solution at temperatures of 30 and 50 °C, validating that the OED method could substantially facilitate the laboratory screening and optimization process for a successful NP-stabilized CO(2) foam application. American Chemical Society 2020-02-17 /pmc/articles/PMC7057340/ /pubmed/32149228 http://dx.doi.org/10.1021/acsomega.9b03543 Text en Copyright © 2020 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle Du, Dongxing
Zhang, Xu
Yu, Kequan
Song, Xiakai
Shen, Yinjie
Li, Yingge
Wang, Fei
Zhifeng, Sun
Li, Tao
Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design
title Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design
title_full Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design
title_fullStr Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design
title_full_unstemmed Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design
title_short Parameter Screening Study for Optimizing the Static Properties of Nanoparticle-Stabilized CO(2) Foam Based on Orthogonal Experimental Design
title_sort parameter screening study for optimizing the static properties of nanoparticle-stabilized co(2) foam based on orthogonal experimental design
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7057340/
https://www.ncbi.nlm.nih.gov/pubmed/32149228
http://dx.doi.org/10.1021/acsomega.9b03543
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