LAPSE:2023.36095
Published Article
LAPSE:2023.36095
Designing an Efficient Surfactant−Polymer−Oil−Electrolyte System: A Multi-Objective Optimization Study
June 13, 2023
This research aimed to study the effects of individual components on the physicochemical properties of systems composed of surfactants, polymers, oils, and electrolytes in order to maximize the recovery efficiency of kerosene while minimizing the impact on the environment and human health. Four independent factors, namely anionic surfactant sodium dodecylbenzene sulfonate (X1) (SDBS), oil (X2) (kerosene), water-soluble polymer poly(ethylene glycol) (X3) (PEG), and sodium chloride (X4) (NaCl), were studied using the full factorial design (FFD) model. Four output variables, namely conductivity (Y1), turbidity (Y2), viscosity (Y3), and interfacial tension (IFT) (Y4), were taken as the response variables. All four FFD models have high coefficients of determination and low errors. The developed models were used in a multi-objective optimization (MOO) framework to determine the optimal conditions. The obtained optimal conditions are X1 = 0.01, X2 = 50, X3 = 5, and X4 = 0.1, with an error of 0.9414 between the predicted and experimental objective function values. This result shows the efficiency of the model developed and the system used for the recovery of kerosene, while also having a positive effect on the protection of the environment.
Record ID
Keywords
conductivity, full factorial design, interfacial tension, polymer, turbidity, viscosity
Subject
Suggested Citation
Nedjhioui M, Nasrallah N, Kebir M, Tahraoui H, Bouallouche R, Assadi AA, Amrane A, Jaouadi B, Zhang J, Mouni L. Designing an Efficient Surfactant−Polymer−Oil−Electrolyte System: A Multi-Objective Optimization Study. (2023). LAPSE:2023.36095
Author Affiliations
Nedjhioui M: Materials and Environment Laboratory (LME), Faculty of Technology, Yahia Feres University, Medea 26000, Algeria [ORCID]
Nasrallah N: Reaction Engineering Laboratory, Faculty of Mechanical and Process Engineering, University of Science and Technology Houari Boumediene, BP32 El Alia, Bab Ezzouar, Algiers 16111, Algeria
Kebir M: Research Unit on Analysis and Technological Development in Environment (UR-ADTE/CRAPC), BP 384 Bou-Ismail, Tipaza 42000, Algeria [ORCID]
Tahraoui H: Laboratoire de Génie des Procédés Chimiques, Department of Process Engineering, University of Ferhat Abbas, Setif 19000, Algeria; Laboratoire de Biomatériaux et Phénomènes de Transports (LBMPT), Université Yahia Fares de Médéa Pôle Urbain, Medea
Bouallouche R: Reaction Engineering Laboratory, Faculty of Mechanical and Process Engineering, University of Science and Technology Houari Boumediene, BP32 El Alia, Bab Ezzouar, Algiers 16111, Algeria
Assadi AA: National Center for Scientific Research (CNRS), National School of Chemistry of Rennes, University of Rennes, ISCR—UMR6226, F-35000 Rennes, France; Department of Chemistry, Al Imam Mohammad Ibn Saud Islamic University (IMISIU), P.O. Box 5701, Riyadh 114 [ORCID]
Amrane A: National Center for Scientific Research (CNRS), National School of Chemistry of Rennes, University of Rennes, ISCR—UMR6226, F-35000 Rennes, France [ORCID]
Jaouadi B: Laboratoire de Biotechnologie Microbienne, Enzymatique et de Biomolécules (LBMEB), Centre de Biotechnologie de Sfax (CBS), Université de Sfax, Sfax 3018, Tunisia
Zhang J: School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne NE1 7RU, UK [ORCID]
Mouni L: Laboratory of Management and Valorization of Natural Resources and Quality Assurance, SNVST Faculty, University of Bouira, Bouira 10000, Algeria [ORCID]
Nasrallah N: Reaction Engineering Laboratory, Faculty of Mechanical and Process Engineering, University of Science and Technology Houari Boumediene, BP32 El Alia, Bab Ezzouar, Algiers 16111, Algeria
Kebir M: Research Unit on Analysis and Technological Development in Environment (UR-ADTE/CRAPC), BP 384 Bou-Ismail, Tipaza 42000, Algeria [ORCID]
Tahraoui H: Laboratoire de Génie des Procédés Chimiques, Department of Process Engineering, University of Ferhat Abbas, Setif 19000, Algeria; Laboratoire de Biomatériaux et Phénomènes de Transports (LBMPT), Université Yahia Fares de Médéa Pôle Urbain, Medea
Bouallouche R: Reaction Engineering Laboratory, Faculty of Mechanical and Process Engineering, University of Science and Technology Houari Boumediene, BP32 El Alia, Bab Ezzouar, Algiers 16111, Algeria
Assadi AA: National Center for Scientific Research (CNRS), National School of Chemistry of Rennes, University of Rennes, ISCR—UMR6226, F-35000 Rennes, France; Department of Chemistry, Al Imam Mohammad Ibn Saud Islamic University (IMISIU), P.O. Box 5701, Riyadh 114 [ORCID]
Amrane A: National Center for Scientific Research (CNRS), National School of Chemistry of Rennes, University of Rennes, ISCR—UMR6226, F-35000 Rennes, France [ORCID]
Jaouadi B: Laboratoire de Biotechnologie Microbienne, Enzymatique et de Biomolécules (LBMEB), Centre de Biotechnologie de Sfax (CBS), Université de Sfax, Sfax 3018, Tunisia
Zhang J: School of Chemical Engineering and Advanced Materials, Newcastle University, Newcastle upon Tyne NE1 7RU, UK [ORCID]
Mouni L: Laboratory of Management and Valorization of Natural Resources and Quality Assurance, SNVST Faculty, University of Bouira, Bouira 10000, Algeria [ORCID]
Journal Name
Processes
Volume
11
Issue
5
First Page
1314
Year
2023
Publication Date
2023-04-24
Published Version
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr11051314, Publication Type: Journal Article
Record Map
Published Article
LAPSE:2023.36095
This Record
External Link
doi:10.3390/pr11051314
Publisher Version
Download
Meta
Record Statistics
Record Views
94
Version History
[v1] (Original Submission)
Jun 13, 2023
Verified by curator on
Jun 13, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.36095
Original Submitter
Calvin Tsay
Links to Related Works