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Aljabri M, Rodgers T. The Effect of Mixtures and Additives on Dissolving Surfactant Lamellar Phases. ACS PHYSICAL CHEMISTRY AU 2024; 4:490-498. [PMID: 39346609 PMCID: PMC11428285 DOI: 10.1021/acsphyschemau.4c00013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 06/27/2024] [Accepted: 06/27/2024] [Indexed: 10/01/2024]
Abstract
Understanding the dissolution process of surfactant solutions is important in formulating product design processes. The main goal of this study is to gain further insights into how additives and mixtures affect surfactant dissolution processes. To achieve this goal, dissipative particle dynamic simulations were used. Lamellar phases at 80% volume of surfactant were initially equilibrated with water. After reaching an equilibrium state, the dissolution simulations were carried out for different surfactant mixtures. To track the dissolution process, different metrics were used, including visual analysis, local concentration analysis, diffusion, and cluster size calculations. Results show that by having a mixture of surfactants, the diffusion of the micelles is not affected only by the size of the micelles as in pure surfactant systems, but there is also an effect due to the composition of the micelles. When oil is added to a surfactant system, the system acts like a longer chain surfactant system, but only when the chain of oil becomes sufficiently long.
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Affiliation(s)
- Mitha Aljabri
- Department of Engineering, College of Engineering and Technology, University of Technology and Applied Sciences, Suhar OM 311, Oman
- Department of Chemical Engineering, The University of Manchester, Manchester M13 9PL, U.K
| | - Thomas Rodgers
- Department of Chemical Engineering, The University of Manchester, Manchester M13 9PL, U.K
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2
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Hendrikse RL, Amador C, Wilson MR. Many-body dissipative particle dynamics simulations of micellization of sodium alkyl sulfates. SOFT MATTER 2024. [PMID: 39034768 DOI: 10.1039/d4sm00533c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Abstract
We present a study of micelle formation in alkyl sulfate surfactants using the simulation method of many-body dissipative particle dynamics (MDPD). We parametrise our model by tuning the intermolecular interactions in order to reproduce experimental values for the chemical potential and density at room temperature. Using this approach, we find that our model shows good agreement with experimental values for the critical micelle concentration (CMC). Furthermore, we show that our model can accurately predict CMC trends, which result from varying properties such as surfactant tail length and the salt concentration. We apply our model to investigate the effect of aggregation number on various micellar properties, such as the shape of individual micelles and the fraction of bound counterions. We show that micelles become aspherical at large aggregation numbers, in line with experimental predictions, and that longer tail surfactants are generally more spherical at all aggregation numbers compared to those which are shorter. We find excellent agreement between our simulations and experimental values for the degree of counterion binding, a factor that is crucial to accurately studying micellar shape, but one that is typically overlooked in the existing literature.
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Affiliation(s)
| | - Carlos Amador
- Procter and Gamble, Newcastle Innovation Centre, Whitley Road, Newcastle upon Tyne, NE12 9BZ, UK
| | - Mark R Wilson
- Department of Chemistry, Durham University, Durham, DH1 3LE, UK.
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3
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Kelkar PU, Erk KA, Lindberg S. Dynamic diffusive interfacial transport (D-DIT): A novel quantitative swelling technique for developing binary phase diagrams of aqueous surfactant systems. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2024; 95:035102. [PMID: 38426902 DOI: 10.1063/5.0182771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 02/03/2024] [Indexed: 03/02/2024]
Abstract
Current methods to develop surfactant phase diagrams are time-intensive and fail to capture the kinetics of phase evolution. Here, the design and performance of a quantitative swelling technique to study the dynamic phase behavior of surfactants are described. The instrument combines cross-polarized optical and short-wave infrared imaging to enable high-resolution, high-throughput, and in situ identification of phases and water compositions. Data across the entire composition spectrum for the dynamics and phase evolution of a binary aqueous non-ionic surfactant solution at two isotherms are presented. This instrument provides pathways to develop non-equilibrium phase diagrams of surfactant systems-critical to predicting the outcomes of formulation and processing. It can be applied to study time-dependent material relationships across a diverse range of materials and processes, including the dissolution of surfactant droplets and the drying of aqueous polymer films.
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Affiliation(s)
- Parth U Kelkar
- School of Materials Engineering, Purdue University, West Lafayette, Indiana 47907, USA
| | - Kendra A Erk
- School of Materials Engineering, Purdue University, West Lafayette, Indiana 47907, USA
| | - Seth Lindberg
- Corporate Engineering, The Procter & Gamble Company, West Chester, Ohio 45069, USA
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Hendrikse RL, Bayly AE, Jimack PK, Lai X. Using Raman Spectroscopy and Molecular Dynamics to Study Conformation Changes of Sodium Lauryl Ether Sulfate Molecules. J Phys Chem B 2023; 127:4676-4686. [PMID: 37192532 DOI: 10.1021/acs.jpcb.3c02022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
A study using both Raman spectroscopy and molecular dynamics (MD) simulations was carried out for alkyl ethoxysulfate (AES) surfactants at various concentrations in solution. Direct comparison between experiment and simulation shows that the conformational changes observed in MD are in good agreement with those obtained via Raman spectroscopy. We show that there is an increase in the relative number of trans conformations with increasing concentration and illustrate the relationship between phase structure and molecular conformation, which is often speculated but difficult to confirm. Our results open up the possibility of applying MD to other surfactants, with the aim of analyzing conformational behavior, which can typically be difficult to study experimentally using spectroscopy methods, due to large numbers of vibrational modes present in large complex molecules.
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Affiliation(s)
- Rachel L Hendrikse
- School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, United Kingdom
- EPSRC Centre for Doctoral Training in Fluid Dynamics at Leeds, University of Leeds, Leeds, LS2 9JT, United Kingdom
| | - Andrew E Bayly
- School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, United Kingdom
| | - Peter K Jimack
- EPSRC Centre for Doctoral Training in Fluid Dynamics at Leeds, University of Leeds, Leeds, LS2 9JT, United Kingdom
| | - Xiaojun Lai
- School of Chemical and Process Engineering, University of Leeds, Leeds, LS2 9JT, United Kingdom
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Al-Jabri M, Rodgers T. The effect of changing the molecular structure of the surfactant on the dissolution of lamellar phases. J Colloid Interface Sci 2023; 643:9-16. [PMID: 37044016 DOI: 10.1016/j.jcis.2023.03.205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2022] [Revised: 03/26/2023] [Accepted: 03/29/2023] [Indexed: 04/08/2023]
Abstract
Dissolution processes of surfactants, especially when in the lamellar phase, into water are important for product formulation. Understanding this process at a molecular level will help to enhance product design and control surfactant processes. The main goal of this study is to examine the effect of different lengths of surfactants and the hydrophobic to hydrophilic ratio on the dissolution process of surfactants. To achieve this goal dissipative particle dynamic (DPD) simulations were used. Lamellar equilibrium simulations were carried out for different surfactant chain lengths at 80 vol% with water. The surfactant chains were each run in a simulation box of dimensions 20 × 20 × 20 until equilibrium was reached. The lamellar phase formed for all different surfactant chain lengths and, after the initial equilibrium the surfactant systems were then simulated with a water box for dissolution. The dissolution process was tracked by visual analysis, local concentration analysis, micelle size, and a zonal model to calculate the diffusion parameter. Results show that as the surfactant chain length increased by adding more of the hydrophobic beads, the dissolution process slowed down. Increasing the hydrophilic part of the surfactant speeds up the dissolution process, but the effect of adding more of the hydrophobic part is greater than the effect of adding more of the hydrophilic part on the dissolution process.
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Affiliation(s)
- Mitha Al-Jabri
- Department of Engineering, College of Engineering and Technology, University of Technology and Applied Sciences, Suhar, Oman; Department of Chemical Engineering, The University of Manchester, M13 9PL, United Kingdom.
| | - Thomas Rodgers
- Department of Chemical Engineering, The University of Manchester, M13 9PL, United Kingdom
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Hendrikse RL, Bayly AE, Jimack PK. Studying the Structure of Sodium Lauryl Ether Sulfate Solutions Using Dissipative Particle Dynamics. J Phys Chem B 2022; 126:8058-8071. [PMID: 36179249 PMCID: PMC9574933 DOI: 10.1021/acs.jpcb.2c04329] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
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Sodium lauryl ether
sulfate (SLES) is a common anionic surfactant
used in a large number of personal care products. Commercial products
typically contain a distribution in the number of ethoxy groups; despite
this, there is limited existing work studying the effect of the ethoxy
groups on the phase formation and structure. This is particularly
important for the effect the structure has on the viscosity, an important
consideration for commercial products. Dissipative particle dynamics
is used to simulate the full phase diagram of SLES in water, including
both micellar and lyotropic liquid crystal phases. Phase transitions
occur at locations which are in good agreement with experimental data,
and we find that these boundaries can shift as a result of varying
the number of ethoxy groups. Varying the ethoxy groups has a significant
effect on the micellar shape and crystalline spacing, with a reduction
leading to more nonspherical micelles and decreased periodic spacing
of the hexagonal and lamellar phases. Finally, while typical commercial
products contain a distribution of ethoxy groups, computational work
tends to focus on simulations containing a single chain length. We
show that it is valid to use monodisperse simulations to infer behavior
about solutions with a polydisperse chain length, based on its mean
molecular length.
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Affiliation(s)
- Rachel L Hendrikse
- School of Chemical and Process Engineering, University of Leeds, Leeds LS2 9JT, United Kingdom.,EPSRC Centre for Doctoral Training in Fluid Dynamics at Leeds, University of Leeds, Leeds LS2 9JT, United Kingdom
| | - Andrew E Bayly
- School of Chemical and Process Engineering, University of Leeds, Leeds LS2 9JT, United Kingdom
| | - Peter K Jimack
- School of Computing, University of Leeds, Leeds LS2 9JT, United Kingdom
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Al-Jabri M, Rodgers T. The effect of hydrophobicity on the dissolution of surfactant lamellar phases. Chem Phys 2021. [DOI: 10.1016/j.chemphys.2021.111167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Sharratt WN, Lopez CG, Sarkis M, Tyagi G, O’Connell R, Rogers SE, Cabral JT. Ionotropic Gelation Fronts in Sodium Carboxymethyl Cellulose for Hydrogel Particle Formation. Gels 2021; 7:44. [PMID: 33921260 PMCID: PMC8167666 DOI: 10.3390/gels7020044] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/06/2021] [Accepted: 04/08/2021] [Indexed: 11/17/2022] Open
Abstract
Hydrogel microparticles (HMPs) find numerous practical applications, ranging from drug delivery to tissue engineering. Designing HMPs from the molecular to macroscopic scales is required to exploit their full potential as functional materials. Here, we explore the gelation of sodium carboxymethyl cellulose (NaCMC), a model anionic polyelectrolyte, with Fe3+ cations in water. Gelation front kinetics are first established using 1D microfluidic experiments, and effective diffusive coefficients are found to increase with Fe3+ concentration and decrease with NaCMC concentrations. We use Fourier Transform Infrared Spectroscopy (FTIR) to elucidate the Fe3+-NaCMC gelation mechanism and small angle neutron scattering (SANS) to spatio-temporally resolve the solution-to-network structure during front propagation. We find that the polyelectrolyte chain cross-section remains largely unperturbed by gelation and identify three hierarchical structural features at larger length scales. Equipped with the understanding of gelation mechanism and kinetics, using microfluidics, we illustrate the fabrication of range of HMP particles with prescribed morphologies.
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Affiliation(s)
- William N. Sharratt
- Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK; (M.S.); (G.T.); (R.O.)
| | - Carlos G. Lopez
- Institute of Physical Chemistry, RWTH Aachen University, Landoltweg 2, 52056 Aachen, Germany;
| | - Miriam Sarkis
- Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK; (M.S.); (G.T.); (R.O.)
| | - Gunjan Tyagi
- Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK; (M.S.); (G.T.); (R.O.)
| | - Róisín O’Connell
- Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK; (M.S.); (G.T.); (R.O.)
| | - Sarah E. Rogers
- ISIS, Rutherford Appleton Laboratory, Harwell, Didcot OX11 0QX, UK;
| | - João T. Cabral
- Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK; (M.S.); (G.T.); (R.O.)
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Savignano L, Fabozzi A, Vitiello R, Fornasier M, Murgia S, Guido S, Guida V, Paduano L, D’Errico G. Effect of tail branching on the phase behavior and the rheological properties of amine oxide/ethoxysulfate surfactant mixtures. Colloids Surf A Physicochem Eng Asp 2021. [DOI: 10.1016/j.colsurfa.2020.126091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Matthews L, Przybyłowicz Ż, Rogers SE, Bartlett P, Johnson AJ, Sochon R, Briscoe WH. The curious case of SDS self-assembly in glycerol: Formation of a lamellar gel. J Colloid Interface Sci 2020; 572:384-395. [DOI: 10.1016/j.jcis.2020.03.102] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Revised: 03/26/2020] [Accepted: 03/27/2020] [Indexed: 01/09/2023]
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Dissolution of a surfactant-water lamellar phase investigated by combining time-lapse polarized light microscopy and confocal Raman spectroscopy. J Colloid Interface Sci 2020; 561:136-146. [PMID: 31812860 DOI: 10.1016/j.jcis.2019.11.092] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 10/31/2019] [Accepted: 11/22/2019] [Indexed: 11/20/2022]
Abstract
HYPOTHESIS While the phase behavior of aqueous surfactant solutions is usually described in term of the equilibrium microstructures of lyotropic liquid crystals, the transformations which take place when a phase turns into another one, either by changing the concentration or the temperature, are still to be elucidated. A simultaneous determination of concentration and microstructure is at order to elucidate the phase behavior under changing conditions, such as in a dissolution experiment. EXPERIMENTS Confocal Raman micro-spectroscopy and time-lapse polarized light microscopy are combined to study the phase transitions taking place in the dissolution of a common anionic surfactant (sodium laurylethersulfate) in water. FINDINGS By comparing Raman concentration profiles and polarized light images, it is found that the aqueous solution, with initial surfactant concentration of 72 wt%, undergoes a sequence of complex microstructural transformations including distortion of the initial lamellar phase, formation of an intermediate striated texture, which can be considered as a precursor of a cubic phase, and a heterogeneous hexagonal phase going through a transition region before turning into a micellar phase. The effects of the sodium counter-ion and of water confinement are also investigated by analyzing the OH-stretching bands.
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12
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Taris A, Grosso M, Brundu M, Guida V. Dissolution of surfactant mixtures investigated through hyperspectral imaging and multivariate curve resolution. Chem Eng Sci 2020. [DOI: 10.1016/j.ces.2019.115378] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Castaldo RI, Pasquino R, Villone MM, Caserta S, Gu C, Grizzuti N, Guido S, Maffettone PL, Guida V. Dissolution of concentrated surfactant solutions: from microscopy imaging to rheological measurements through numerical simulations. SOFT MATTER 2019; 15:8352-8360. [PMID: 31577316 DOI: 10.1039/c9sm01481k] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Concentrated aqueous solutions of surfactants, often referred to as pastes, experience complex phase and rheology changes upon dissolution in water, which is a typical step in the production of liquid detergents. During the dilution process, depending on water content, surfactant molecules can arrange in different morphologies, such as lamellar or cubic and hexagonal structures. These phases are characterized by different physico-chemical properties, such as viscosity or diffusivity, which lead to non-simple transport mechanisms during the dissolution process. In this work, we investigate the dissolution of concentrated Sodium Lauryl Ether Sulfate (SLES) pastes in water under quiescent conditions by coupling different experimental techniques. A thorough rheological characterization of the system showed non-monotonic changes of several orders of magnitude in its viscosity and viscoelastic moduli as a function of water content. Time-lapse microscopy allowed us to image the dynamic evolution of the phase changes as water penetrated in a disk-shaped sample (with the same geometry used in rheological tests). Numerical simulation, based on a simple diffusion-based multi-parameter model is shown to describe satisfactorily SLES dissolution data.
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Affiliation(s)
- Rosa Ilaria Castaldo
- Dipartimento di Ingegneria Chimica dei Materiali e della Produzione Industriale (DICMAPI) Università di Napoli Federico II. P.le Tecchio, 80, 80125, Napoli, Italy.
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