1
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Tartaro G, Le Mouee G, Van Loon S, Palazzo G. Modelling the partitioning equilibria of nonionic surfactant mixtures within the HLD framework. Colloids Surf A Physicochem Eng Asp 2023. [DOI: 10.1016/j.colsurfa.2022.130648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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2
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Ghayour A. A methodology for measuring the characteristic curvature of technical-grade ethoxylated nonionic surfactants: the effects of concentration and dilution. TENSIDE SURFACT DET 2022. [DOI: 10.1515/tsd-2022-2464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Abstract
Characterization of the behaviour of commercially available non-ionic surfactants has received considerable attention due to their efficacy in a variety of applications. The main challenge in the application of these types of surfactants is that the hydrophilicity of the surfactant varies with concentration and dilution due to the polydispersity of the ethylene oxide groups. The hydrophilicity of a surfactant can be quantified by the characteristic curvature (Cc) parameter of the hydrophilic–lipophilic difference (HLD) framework. In this work, a model based on natural logarithmic regression was developed to calculate the Cc value of commercial surfactants as a function of surfactant concentration by a fast and simple phase scan. The slope of the Cc curve and the measured Cc at a reference concentration were used to develop the model. The Cc values determined with the model agreed with the measured values from the phase scans. Furthermore, the linear mixing rule proved to be reliable for mixtures of polydisperse ethoxylated surfactants. Finally, the impact of the water-to-oil ratio on the Cc was evaluated and the implications were discussed.
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Affiliation(s)
- Amir Ghayour
- Syngenta, Honeywood Research Facility , Plattsville , Canada
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3
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Lang JQ, Mtui HI, Gang HZ, Mu BZ, Yang SZ. Highly Ca 2+-Ion-Tolerant Biobased Zwitterionic Surfactant with High Interfacial Activity. ACS OMEGA 2022; 7:32775-32783. [PMID: 36120073 PMCID: PMC9476214 DOI: 10.1021/acsomega.2c04642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 08/24/2022] [Indexed: 06/15/2023]
Abstract
The wide application of surfactants has a harmful effect on the environment, drawing more attention to the development and application of low-toxicity surfactants. A salt-tolerant and low-toxicity biobased zwitterionic surfactant, N,N-dimethyl-N-[2-hydroxy-3-sulfo-propyl]-N-benzyloxyoctadecanoyl-1,3-propanediamine (SPBOPA), was prepared from the oleic acid extracted from waste oils and anise ether extracted from the tarragon. The final surfactant structure was confirmed using gas chromatography-mass spectrometry (GC-MS), liquid chromatography-mass spectrometry (LC-MS), and 1H nuclear magnetic resonance (NMR) spectroscopy. The SPBOPA surfactant could reduce the interfacial tension between crude oil and formation brine to ultralow (5.2 × 10-4 mN/m) at a low dosage without extra alkali. It still had good interfacial properties in NaCl up to 60 g/L, Ca2+ up to 2000 mg/L, and temperature up to 100 °C. Furthermore, SPBOPA had strong antidilution and antiadsorption properties with low toxicity as demonstrated by the high LD50 value of >5000 mg/kg·BW. It could also enhance the wetting ability of crude oil surfaces. Meanwhile, it showed a high biodegradability in the environment. All of the results achieved in this work confirmed that the SPBOPA surfactant is a more robust and promising biobased surfactant candidate than traditional surfactants as an eco-friendly surfactant for enhanced oil recovery (EOR).
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Affiliation(s)
- Jian-Qiao Lang
- State
Key Laboratory of Bioreactor Engineering and School of Chemistry and
Molecular Engineering, East China University
of Science and Technology, Meilong 130, Shanghai 200237, P. R. China
| | - Homely Isaya Mtui
- State
Key Laboratory of Bioreactor Engineering and School of Chemistry and
Molecular Engineering, East China University
of Science and Technology, Meilong 130, Shanghai 200237, P. R. China
| | - Hong-ze Gang
- State
Key Laboratory of Bioreactor Engineering and School of Chemistry and
Molecular Engineering, East China University
of Science and Technology, Meilong 130, Shanghai 200237, P. R. China
- Engineering
Research Center of Microbial Enhanced Oil Recovery, Ministry of Education, Shanghai 200237, P. R. China
| | - Bo-Zhong Mu
- State
Key Laboratory of Bioreactor Engineering and School of Chemistry and
Molecular Engineering, East China University
of Science and Technology, Meilong 130, Shanghai 200237, P. R. China
- Engineering
Research Center of Microbial Enhanced Oil Recovery, Ministry of Education, Shanghai 200237, P. R. China
- Shanghai
Collaborative Innovation Center for Bio-manufacturing Technology, Shanghai 200237, P. R. China
| | - Shi-Zhong Yang
- State
Key Laboratory of Bioreactor Engineering and School of Chemistry and
Molecular Engineering, East China University
of Science and Technology, Meilong 130, Shanghai 200237, P. R. China
- Engineering
Research Center of Microbial Enhanced Oil Recovery, Ministry of Education, Shanghai 200237, P. R. China
- Shanghai
Collaborative Innovation Center for Bio-manufacturing Technology, Shanghai 200237, P. R. China
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4
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Formulation Improvements in the Applications of Surfactant-Oil-Water Systems Using the HLD N Approach with Extended Surfactant Structure. Molecules 2021; 26:molecules26123771. [PMID: 34205697 PMCID: PMC8234877 DOI: 10.3390/molecules26123771] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 06/17/2021] [Accepted: 06/18/2021] [Indexed: 11/18/2022] Open
Abstract
Soap applications for cleaning and personal care have been used for more than 4000 years, dating back to the pharaonic period, and have widely proliferated with the appearance of synthetic surfactants a century ago. Synthetic surfactants used to make macro-micro-nano-emulsions and foams are used in laundry and detergency, cosmetics and pharmaceuticals, food conditioning, emulsified paints, explosives, enhanced oil recovery, wastewater treatment, etc. The introduction of a multivariable approach such as the normalized hydrophilic–lipophilic deviation (HLD N) and of specific structures, tailored with an intramolecular extension to increase solubilization (the so-called extended surfactants), makes it possible to improve the results and performance in surfactant–oil–water systems and their applications. This article aims to present an up-to-date overview of extended surfactants. We first present an introduction regarding physicochemical formulation and its relationship with performance. The second part deals with the importance of HLD N to make a straightforward classification according to the type of surfactants and how formulation parameters can be used to understand the need for an extension of the molecule reach into the oil and water phases. Then, extended surfactant characteristics and strategies to increase performance are outlined. Finally, two specific applications, i.e., drilling fluids and crude oil dewatering, are described.
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5
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Salager JL. A Normalized
Hydrophilic–Lipophilic
Deviation Expression
HLD
N
Is Necessary to Avoid Confusion Close to the Optimum Formulation of
Surfactant‐Oil–Water
Systems. J SURFACTANTS DETERG 2021. [DOI: 10.1002/jsde.12518] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Jean Louis Salager
- Laboratorio FIRP, Escuela de Ingeniería Química, Facultad de Ingeniería Universidad de Los Andes Mérida 5101 Venezuela
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6
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Dialkyl Sulfobetaine Surfactants Derived from Guerbet Alcohol Polyoxypropylene–Polyoxyethylene Ethers for
SP
Flooding of High Temperature and High Salinity Reservoirs. J SURFACTANTS DETERG 2021. [DOI: 10.1002/jsde.12490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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7
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How to Use the Normalized Hydrophilic-Lipophilic Deviation (HLDN) Concept for the Formulation of Equilibrated and Emulsified Surfactant-Oil-Water Systems for Cosmetics and Pharmaceutical Products. COSMETICS 2020. [DOI: 10.3390/cosmetics7030057] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The effects of surfactant molecules involved in macro-, mini-, nano-, and microemulsions used in cosmetics and pharmaceuticals are related to their amphiphilic interactions with oil and water phases. Basic ideas on their behavior when they are put together in a system have resulted in the energy balance concept labeled the hydrophilic-lipophilic deviation (HLD) from optimum formulation. This semiempirical equation integrates in a simple linear relationship the effects of six to eight variables including surfactant head and tail, sometimes a cosurfactant, oil-phase nature, aqueous-phase salinity, temperature, and pressure. This is undoubtedly much more efficient than the hydrophilic-lipophilic balance (HLB) which has been used since 1950. The new HLD is quite important because it allows researchers to model and somehow predict the phase behavior, the interfacial tension between oil and water phases, their solubilization in single-phase microemulsion, as well as the corresponding properties for various kinds of macroemulsions. However, the HLD correlation, which has been developed and used in petroleum applications, is sometimes difficult to apply accurately in real cases involving ionic–nonionic surfactant mixtures and natural polar oils, as it is the case in cosmetics and pharmaceuticals. This review shows the confusion resulting from the multiple definitions of HLD and of the surfactant parameter, and proposes a “normalized” Hydrophilic-Lipophilic Deviation (HLDN) equation with a surfactant contribution parameter (SCP), to handle more exactly the effects of formulation variables on the phase behavior and the micro/macroemulsion properties.
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8
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Using the dynamic Phase Inversion Temperature (PIT) as a fast and effective method to track optimum formulation for Enhanced Oil Recovery. J Colloid Interface Sci 2019; 557:746-756. [DOI: 10.1016/j.jcis.2019.09.050] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 08/30/2019] [Accepted: 09/15/2019] [Indexed: 11/20/2022]
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9
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Salager JL, Forgiarini A, Marquez R. Extended Surfactants Including an Alkoxylated Central Part Intermediate Producing a Gradual Polarity Transition-A Review of the Properties Used in Applications Such as Enhanced Oil Recovery and Polar Oil Solubilization in Microemulsions. J SURFACTANTS DETERG 2019. [DOI: 10.1002/jsde.12331] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
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10
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Ma J, Yan LM, Cui ZG, Jiang JZ, Pei XM, Song BL. Synthesis of a new sulfobetaine surfactant with double long alkyl chains and its performances in surfactant-polymer flooding. J DISPER SCI TECHNOL 2017. [DOI: 10.1080/01932691.2017.1388174] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Ji Ma
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Li-min Yan
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Zheng-gang Cui
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Jian-zhong Jiang
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Xiao-mei Pei
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Bing-lei Song
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
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11
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How to Attain Ultralow Interfacial Tension and Three-Phase Behavior with Surfactant Formulation for Enhanced Oil Recovery: A Review. Part 4: Robustness of the Optimum Formulation Zone Through the Insensibility to Some Variables and the Occurrence of Complex Artifacts. J SURFACTANTS DETERG 2017. [DOI: 10.1007/s11743-017-2000-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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12
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Yan LM, Cui ZG, Song BL, Pei XM, Jiang JZ. Improving performances of double-chain single-head surfactants for SP flooding by combining with conventional anionic surfactants. J DISPER SCI TECHNOL 2017. [DOI: 10.1080/01932691.2017.1300910] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Li-min Yan
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Zheng-gang Cui
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Bing-lei Song
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Xiao-mei Pei
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
| | - Jian-zhong Jiang
- The Key Laboratory of Food Colloids and Biotechnology, Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi, Jiangsu, P. R. China
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13
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Salager JL, Forgiarini AM, Rondón MJ. How to Attain Ultralow Interfacial Tension and Three-Phase Behavior with a Surfactant Formulation for Enhanced Oil Recovery: a Review—Part 3. Practical Procedures to Optimize the Laboratory Research According to the Current State of the Art in Surfactant Mixing. J SURFACTANTS DETERG 2016. [DOI: 10.1007/s11743-016-1883-y] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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14
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Liu X, Zhao Y, Li Q, Niu J. Surface tension, interfacial tension and emulsification of sodium dodecyl sulfate extended surfactant. Colloids Surf A Physicochem Eng Asp 2016. [DOI: 10.1016/j.colsurfa.2016.01.037] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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15
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Li F, Xu H, Kang P. Properties of Binary Surfactant Mixtures of Anionic Gemini Surfactant and Amphoteric Surfactant. TENSIDE SURFACT DET 2016. [DOI: 10.3139/113.110411] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Abstract
The surface tension of the mixed system of linear alkylated diphenylmethane sulfonate and amphoteric surfactant didodecylmethylcarboxyl betaine along with their different combinations has been investigated in 0.1 M salt solutions at 313 K. The surface chemical parameters of the mixture were also calculated. The results show that the critical micelle concentration (CMC) and γCMC of the mixture are always lower than those of the individual surfactants, which indicates synergistic effects between the surfactant molecules. The interfacial tension of the Chinese Shengli crude oil and the connate water can be reduced to 5 × 10−3 mN · m−1 at 70°C with the mixture of alkylated diphenylmethane sulfonate and didodecylmethylcarboxyl betaine.
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Affiliation(s)
- Fangfang Li
- School of Chemical and Material Engineering , Jiangnan University, Wuxi 214122 , P.R. China
- The Key Laboratory of Food Colloids and Biotechnology , Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122 , P.R. China
| | - Hujun Xu
- School of Chemical and Material Engineering , Jiangnan University, Wuxi 214122 , P.R. China
- The Key Laboratory of Food Colloids and Biotechnology , Ministry of Education, School of Chemical and Material Engineering, Jiangnan University, Wuxi 214122 , P.R. China
| | - Peng Kang
- School of Chemical and Material Engineering , Jiangnan University, Wuxi 214122 , P.R. China
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16
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Ontiveros JF, Pierlot C, Catté M, Molinier V, Salager JL, Aubry JM. Structure–interfacial properties relationship and quantification of the amphiphilicity of well-defined ionic and non-ionic surfactants using the PIT-slope method. J Colloid Interface Sci 2015; 448:222-30. [DOI: 10.1016/j.jcis.2015.02.028] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Revised: 02/09/2015] [Accepted: 02/09/2015] [Indexed: 10/24/2022]
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17
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Al-Faraji S, Al-Maamari RS, Aoudia M. Sodium Alkyl Ether Sulfonates (SAES): Dual Anionic-Nonionic Behavior in Synthetic Brine Having High Salinity and Hardness. J SURFACTANTS DETERG 2014. [DOI: 10.1007/s11743-014-1593-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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18
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Pei XM, Yu JJ, Hu X, Cui ZG. Performance of palmitoyl diglycol amide and its anionic and nonionic derivatives in reducing crude oil/water interfacial tension in absence of alkali. Colloids Surf A Physicochem Eng Asp 2014. [DOI: 10.1016/j.colsurfa.2013.12.068] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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19
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Salager JL, Forgiarini AM, Márquez L, Manchego L, Bullón J. How to Attain an Ultralow Interfacial Tension and a Three-Phase Behavior with a Surfactant Formulation for Enhanced Oil Recovery: A Review. Part 2. Performance Improvement Trends from Winsor's Premise to Currently Proposed Inter- and Intra-Molecular Mixtures. J SURFACTANTS DETERG 2013; 16:631-663. [PMID: 23946640 PMCID: PMC3740119 DOI: 10.1007/s11743-013-1485-x] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2013] [Accepted: 04/11/2013] [Indexed: 11/25/2022]
Abstract
The minimum interfacial tension occurrence along a formulation scan at the so-called optimum formulation is discussed to be related to the interfacial curvature. The attained minimum tension is inversely proportional to the domain size of the bicontinuous microemulsion and to the interfacial layer rigidity, but no accurate prediction is available. The data from a very simple ternary system made of pure products accurately follows the correlation for optimum formulation, and exhibit a linear relationship between the performance index as the logarithm of the minimum tension at optimum, and the formulation variables. This relation is probably too simple when the number of variables is increased as in practical cases. The review of published data for more realistic systems proposed for enhanced oil recovery over the past 30 years indicates a general guidelines following Winsor's basic studies concerning the surfactant-oil-water interfacial interactions. It is well known that the major performance benefits are achieved by blending amphiphilic species at the interface as intermolecular or intramolecular mixtures, sometimes in extremely complex formulations. The complexity is such that a good knowledge of the possible trends and an experienced practical know-how to avoid trial and error are important for the practitioner in enhanced oil recovery.
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Affiliation(s)
| | | | - Laura Márquez
- Lab. FIRP, Universidad de Los Andes, Mérida, Venezuela
| | | | - Johnny Bullón
- Lab. FIRP, Universidad de Los Andes, Mérida, Venezuela
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20
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How to Attain Ultralow Interfacial Tension and Three-Phase Behavior with Surfactant Formulation for Enhanced Oil Recovery: A Review. Part 1. Optimum Formulation for Simple Surfactant–Oil–Water Ternary Systems. J SURFACTANTS DETERG 2013. [DOI: 10.1007/s11743-013-1470-4] [Citation(s) in RCA: 115] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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21
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Synthesis of Didodecylmethylcarboxyl Betaine and Its Application in Surfactant–Polymer Flooding. J SURFACTANTS DETERG 2012. [DOI: 10.1007/s11743-012-1396-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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22
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Barth A, Prévost S, Popig J, Dzionara M, Hedicke G, Gradzielski M. Solubilisation of different medium chain esters in zwitterionic surfactant solutions – Effects on phase behaviour and structure. J Colloid Interface Sci 2011; 364:148-56. [DOI: 10.1016/j.jcis.2011.06.082] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2011] [Revised: 06/27/2011] [Accepted: 06/28/2011] [Indexed: 11/15/2022]
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23
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Tanthakit P, Ratchatawetchakul P, Chavadej S, Scamehorn JF, Sabatini DA, Tongcumpou C. Palm Oil Removal from Fabric Using Microemulsion-Based Formulations. J SURFACTANTS DETERG 2010. [DOI: 10.1007/s11743-010-1219-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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24
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Aoudia M, Al-Harthi Z, Al-Maamari RS, Lee C, Berger P. Novel Alkyl Ether Sulfonates for High Salinity Reservoir: Effect of Concentration on Transient Ultralow Interfacial Tension at the Oil–Water Interface. J SURFACTANTS DETERG 2010. [DOI: 10.1007/s11743-010-1182-y] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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