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Orellana J, Araya-Hermosilla E, Pucci A, Araya-Hermosilla R. Polymer-Assisted Graphite Exfoliation: Advancing Nanostructure Preparation and Multifunctional Composites. Polymers (Basel) 2024; 16:2273. [PMID: 39204493 PMCID: PMC11359776 DOI: 10.3390/polym16162273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/02/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024] Open
Abstract
Exfoliated graphite (ExG) embedded in a polymeric matrix represents an accessible, cost-effective, and sustainable method for generating nanosized graphite-based polymer composites with multifunctional properties. This review article analyzes diverse methods currently used to exfoliate graphite into graphite nanoplatelets, few-layer graphene, and polymer-assisted graphene. It also explores engineered methods for small-scale pilot production of polymer nanocomposites. It highlights the chemistry involved during the graphite intercalation and exfoliation process, particularly emphasizing the interfacial interactions related to steric repulsion forces, van der Waals forces, hydrogen bonds, π-π stacking, and covalent bonds. These interactions promote the dispersion and stabilization of the graphite derivative structures in polymeric matrices. Finally, it compares the enhanced properties of nanocomposites, such as increased thermal and electrical conductivity and electromagnetic interference (EMI) shielding applications, with those of neat polymer materials.
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Affiliation(s)
- Jaime Orellana
- Programa de Doctorado en Ciencias de Materiales e Ingeniería de Procesos, Universidad Tecnológica Metropolitana, Ignacio Valdivieso 2409, San Joaquín, Santiago 8940577, Chile
| | - Esteban Araya-Hermosilla
- Departamento de Ingeniería Química, Biotecnología y Materiales, Facultad de Ciencias Físicas y Matemáticas, Universidad de Chile, Beauchef 851, Box, Santiago 8370456, Chile
| | - Andrea Pucci
- Dipartimento di Chimica e Chimica Industriale, Università di Pisa, Via Moruzzi 13, 56124 Pisa, Italy
| | - Rodrigo Araya-Hermosilla
- Instituto Universitario de Investigación y Desarrollo Tecnológico (IDT), Universidad Tecnológica Metropolitana, Ignacio Valdivieso 2409, San Joaquín, Santiago 8370456, Chile
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Wang J, Lu S, Ye M, Zhan X, Jia H, Liao X, Melo AFADA. Aramid Nanofibers/Reduced Graphene Oxide Composite Electrodes with High Mechanical Properties. NANOMATERIALS (BASEL, SWITZERLAND) 2022; 13:103. [PMID: 36616012 PMCID: PMC9824775 DOI: 10.3390/nano13010103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/20/2022] [Accepted: 12/22/2022] [Indexed: 06/17/2023]
Abstract
In this work, aramid nanofibers (ANFs)/reduced graphene oxide (ANFs/RGO) film electrodes were prepared by vacuum-assisted filtration, followed by hydroiodic acid reduction. Compared with thermal reduced ANFs/RGO, these as-prepared film electrodes exhibit a combination of mechanical and electrochemical properties with a tensile strength of 184.5 MPa and a volumetric specific capacitance of 134.4 F/cm3 at a current density of 0.125 mA/cm2, respectively. In addition, the film electrodes also show a superior cycle life with 94.6% capacitance retention after 5000 cycles. This kind of free-standing film electrode may have huge potential for flexible energy-storage devices.
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Affiliation(s)
- Jingyi Wang
- School of New Materials and Shoes & Clothing Engineering, Liming Vocational University, Quanzhou 362000, China
- Key Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Shaojie Lu
- Key Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Mingyu Ye
- Key Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Xiaowan Zhan
- Key Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Hongbing Jia
- Key Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Xin Liao
- Key Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China
| | - Antonio Francisco Arcanjo de Araújo Melo
- Key Laboratory for Soft Chemistry and Functional Materials of Ministry of Education, Nanjing University of Science and Technology, Nanjing 210094, China
- São Carlos Institute of Physics, University of São Paulo, São Carlos 13560-970, Brazil
- Materials Engineering Graduate Program, Federal Institute of Education, Science and Technology of Piauí, Teresina 64000-040, Brazil
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Guo Y, Li Y, Wei W, Su J, Li J, Shang Y, Wang Y, Xu X, Hui D, Zhou Z. Mechanism for the Intercalation of Aniline Cations into the Interlayers of Graphite. NANOMATERIALS 2022; 12:nano12142486. [PMID: 35889710 PMCID: PMC9318139 DOI: 10.3390/nano12142486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/15/2022] [Accepted: 07/16/2022] [Indexed: 02/04/2023]
Abstract
The dynamic behaviors of aniline cation (ANI+) intercalating into graphite interlayers are systematically studied by experimental studies and multiscale simulations. The in situ intercalation polymerization designed by response surface methods implies the importance of ultrasonication for achieving the intercalation of ANI+. Molecular dynamics and quantum chemical simulations prove the adsorption of ANI+ onto graphite surfaces by cation–π electrostatic interactions, weakening the π–π interactions between graphene layers. The ultrasonication that follows breaks the hydrated ANI+ clusters into individual ANI+. Thus, the released positive charges of these dissociative cations and reduced steric hindrance significantly improve their intercalation ability. With the initial kinetic energy provided by ultrasonic field, the activated ANI+ are able to intercalate into the interlayer of graphite. This work demonstrates the intercalation behaviors of ANI+, which provides an opportunity for investigations regarding organic-molecule-intercalated graphite compounds.
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Affiliation(s)
- Yifan Guo
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
- Research Institute of Frontier Science, Southwest Jiaotong University, Chengdu 610031, China
- Yibin Research Institute, Southwest Jiaotong University, Yibin 644000, China
| | - Ying Li
- School of Mechanical Engineering, Chengdu University, Chengdu 610106, China;
| | - Wei Wei
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
- Yibin Research Institute, Southwest Jiaotong University, Yibin 644000, China
| | - Junhua Su
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
| | - Jinyang Li
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
- Yibin Research Institute, Southwest Jiaotong University, Yibin 644000, China
- Correspondence: (J.L.); (Z.Z.)
| | - Yanlei Shang
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
| | - Yong Wang
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
| | - Xiaoling Xu
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
- Yibin Research Institute, Southwest Jiaotong University, Yibin 644000, China
| | - David Hui
- Department of Mechanical Engineering, University of New Orleans, New Orleans, LA 70148, USA;
| | - Zuowan Zhou
- Key Laboratory of Advanced Technologies of Materials (Ministry of Education), School of Materials Science and Engineering, Southwest Jiaotong University, Chengdu 610031, China; (Y.G.); (W.W.); (J.S.); (Y.S.); (Y.W.); (X.X.)
- Research Institute of Frontier Science, Southwest Jiaotong University, Chengdu 610031, China
- Yibin Research Institute, Southwest Jiaotong University, Yibin 644000, China
- Correspondence: (J.L.); (Z.Z.)
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Knuth RD, Knuth FA, Maron GK, Balboni RDC, Moreira ML, Raubach CW, Jardim PLG, Carreno NLV, Avellaneda CO, Moreira EC, Cava SS. Development of xanthan gum‐based solid polymer electrolytes with addition of expanded graphite nanosheets. J Appl Polym Sci 2022. [DOI: 10.1002/app.52400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Rogerio Daltro Knuth
- CCAF, CDTEC‐PPGCEM Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - Flávio A. Knuth
- CCAF, CDTEC‐PPGCEM Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - Guilherme K. Maron
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
- Postgraduate Program in Biotechnology, Technology Development Center Federal University of Pelotas Capão do Leão Rio Grande do Sul Brazil
| | - Raphael D. C. Balboni
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - Mario L. Moreira
- CCAF, CDTEC‐PPGCEM Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - Cristiane W. Raubach
- CCAF, CDTEC‐PPGCEM Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - Pedro L. G. Jardim
- CCAF, CDTEC‐PPGCEM Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - Neftali L. V. Carreno
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - César O. Avellaneda
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
| | - Eduardo C. Moreira
- Department of Physics Federal University of Pampa Bagé Rio Grande do Sul Brazil
| | - Sérgio S. Cava
- CCAF, CDTEC‐PPGCEM Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
- Graduate Program in Materials Science and Engineering, Technological Development Center – CDTEC Federal University of Pelotas Pelotas Rio Grande do Sul Brazil
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Zhang W, Li S, Ma J, Wu Y, Liu C, Yan H. pH-Induced Electrostatic Interaction between Polyacrylates and Amino-Functionalized Graphene Oxide on Stability and Coating Performances. Polymers (Basel) 2021; 13:3406. [PMID: 34641222 PMCID: PMC8512073 DOI: 10.3390/polym13193406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 09/25/2021] [Accepted: 09/28/2021] [Indexed: 12/03/2022] Open
Abstract
Electrostatic interaction between polymers and nanofillers is of great importance for the properties and design of their composites. Polyacrylates with carboxyl, hydroxyl and acylamino groups were synthesized via emulsion polymerization and marked as P(MMA-BA-AA), P(MMA-BA-HEA) and P(MMA-BA-AM), respectively. Amino-functionalized graphene oxide (NGO) was prepared by Hoffman rearrangement using GO as the raw material. The polyacrylate composites were prepared by mixing NGO with each of the three kinds of polyacrylate. Effects of pH and NGO amounts on the properties of polyacrylate composites were studied. It was found that the surface charge of polyacrylate and NGO had the greatest effect on the composite properties. P(MMA-BA-AM)/NGO was not stable at any pH (2-8). With the same NGO amount of 0.1 wt%, the toughening effect of NGO on P(MMA-BA-AA) was larger than that on P(MMA-BA-HEA). The break strength of P(MMA-BA-AA)/NGO and P(MMA-BA-HEA)/NGO increased to 5.22 MPa by 47% and 3.08 MPa by 31%, respectively. NGO could increase the thermal stability of P(MMA-BA-AA) and P(MMA-BA-HEA) to different degrees. The polyacrylate film-forming processes were tested, and it showed that NGO influenced polyacrylate through the whole film-forming process. The results provide potential methods for the design of polymer-based nanocomposites.
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Affiliation(s)
- Wenbo Zhang
- Shaanxi Collaborative Innovation Center of Industrial Auxiliary Chemistry and Technology, Shaanxi University of Science and Technology, Xi’an 710021, China;
- College of Chemistry and Chemical Engineering, Shaanxi University of Science and Technology, Xi’an 710021, China;
| | - Sichun Li
- College of Chemistry and Chemical Engineering, Shaanxi University of Science and Technology, Xi’an 710021, China;
| | - Jianzhong Ma
- College of Bioresources Chemical and Materials Engineering, Shaanxi University of Science and Technology, Xi’an 710021, China;
| | - Yingke Wu
- College of Bioresources Chemical and Materials Engineering, Shaanxi University of Science and Technology, Xi’an 710021, China;
| | - Chao Liu
- Shaanxi Collaborative Innovation Center of Industrial Auxiliary Chemistry and Technology, Shaanxi University of Science and Technology, Xi’an 710021, China;
- College of Chemistry and Chemical Engineering, Shaanxi University of Science and Technology, Xi’an 710021, China;
| | - Hongxia Yan
- School of Chemistry and Chemical Engineering, Northwestern Polytechnical University, Xi’an 710129, China;
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Chitosan-Graphene Oxide Composite Membranes for Solid-Phase Extraction of Pesticides. Int J Mol Sci 2021; 22:ijms22168374. [PMID: 34445079 PMCID: PMC8395051 DOI: 10.3390/ijms22168374] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 07/30/2021] [Accepted: 08/02/2021] [Indexed: 01/28/2023] Open
Abstract
Solid-phase extraction (SPE) coupled to LC/MS/MS analysis is a valid approach for the determination of organic micropollutants (OMPs) in liquid samples. To remove the greatest number of OMPs from environmental matrices, the development of innovative sorbent materials is crucial. Recently, much attention has been paid to inorganic nanosystems such as graphite-derived materials. Graphene oxide has been employed in water-purification processes, including the removal of several micropollutants such as dyes, flame retardants, or pharmaceutical products. Polysaccharides have also been widely used as convenient media for the dispersion of sorbent materials, thanks to their unique properties such as biodegradability, biocompatibility, nontoxicity, and low cost. In this work, chitosan-graphene oxide (CS_GO) composite membranes containing different amounts of GO were prepared and used as sorbents for the SPE of pesticides. To improve their dimensional stability in aqueous medium, the CS_GO membranes were surface crosslinked with glutaraldehyde. The composite systems were characterized by Fourier transform infrared spectroscopy, scanning electron microscopy, thermogravimetric analysis, swelling degree, contact angle, and mechanical measurements. As the GO content increased, a decrease in surface homogeneity, an improvement of mechanical properties, and a reduction of thermal stability of the CS-based membranes were observed. The increased dimensional stability in water, together with the presence of high GO amounts, made the prepared composite membranes more efficacious than the ones based just on CS in isolating and preconcentrating different hydrophilic/hydrophobic pollutants.
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Gao XH, Wang JW, Liu DN, Wang XZ, Wang HQ, Wei L, Ren H. Improving the dielectric properties of acrylic resin elastomer with reduced graphene oxide decorated with polystyrene. Eur Polym J 2021. [DOI: 10.1016/j.eurpolymj.2021.110418] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Two-Dimensional Nanomaterials-Based Polymer Composites: Fabrication and Energy Storage Applications. ADVANCES IN POLYMER TECHNOLOGY 2019. [DOI: 10.1155/2019/4294306] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Polymers have been widely used for their low density, low cost, corrosion resistance, easy design, and processing. The addition of nanomaterials into polymer matrices has been studied for a long history due to their enhancement on properties of polymers, such as the electrical conductivity, thermal conductivity, corrosion resistance, and wear resistance. Two-dimensional materials, a new class of nanomaterials, have been intensively studied as a filler for polymer composites in recent years, which can significantly enhance the performance at even extremely small loading. In this review, firstly, the preparing and modifying method of 2D materials, such as graphene, graphene oxide, and hexagonal boron nitride, as a filler for polymer composites are organized. The related dispersion methods of 2D materials in the polymers, surface treatments of 2D materials, interface bonding between 2D materials and polymers are discussed alongside. Secondly, the applications of 2D materials/polymer composites for energy storage in lithium ion battery separators and supercapacitors are summarized. Finally, we have concluded the challenges in preparing 2D materials/polymer composites, and future perspectives for using this class of new composites have also been discussed.
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Abstract
The current study pertains to the self-cleaning nanoscale coating of graphene/polymer nanohybrid system for the separation of oil–water mixture. Using a single nanohybrid system, we have developed a two-stage process for the selective removal of the hydrocarbons. Total petroleum hydrocarbons (TPHs) and separation efficiency are determined by gas chromatography-flame ionization detector (GC-FID). Analysis of the polycyclic aromatic hydrocarbons (PAHs) in the two stage samples is carried out by using gas chromatography coupled to mass spectrometry (GC-MS). The analysis shows the reduction in TPHs from 290 ppm to less than 1 ppm and more than 99.5% separation efficiency (oil removal from oil–water mixture) is achieved. No polycyclic aromatic hydrocarbons (PAHs) were detected in the treated water.
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Wang Z, Lin X, Yu T, Zhou N, Zhong H, Zhu J. Formation and rupture mechanisms of visco-elastic interfacial films in polymer-stabilized emulsions. J DISPER SCI TECHNOL 2018. [DOI: 10.1080/01932691.2018.1478303] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Zhihua Wang
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing, China
| | - Xinyu Lin
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing, China
| | - Tianyu Yu
- School of Mechanical and Chemical Engineering, University of Western Australia, Western Australia, Australia
| | - Nan Zhou
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing, China
| | - Huiying Zhong
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing, China
| | - Jianjun Zhu
- McDougall School of Petroleum Engineering, The University of Tulsa, Tulsa, USA
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Zhong H, Li Y, Zhang W, Yin H, Lu J, Guo D. Microflow Mechanism of Oil Displacement by Viscoelastic Hydrophobically Associating Water-Soluble Polymers in Enhanced Oil Recovery. Polymers (Basel) 2018; 10:E628. [PMID: 30966661 PMCID: PMC6403555 DOI: 10.3390/polym10060628] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 05/29/2018] [Accepted: 05/31/2018] [Indexed: 11/24/2022] Open
Abstract
Polymer flooding plays an important role in enhanced oil recovery (EOR), particularly in China, where partially hydrolyzed polyacrylamide (HPAM) and hydrophobically associating water-soluble polymers (HAWP) are used in onshore and offshore reservoirs, respectively. Many researchers have highlighted the elasticity of HPAM, which can be used to improve the sweep efficiency, i.e., the ratio of the area swept by an injected fluid to the oil area. On the other hand, fewer studies exist on the elasticity of HAWP. In this study, we investigate the flow of HAWP and Xanthan solutions with identical viscosities in core experiments in terms of elasticity; results reveal that the HAWP can produce shear thickening in the core. The constitutive equation for the HAWP can be obtained using the simulation results matched with the experimental data. On the basis of these experiments, we established a two-phase flow model of a polymer and oil, including the continuity, momentum, constitutive, and phase equations. The volume-of-fluid (VOF) method was used to track the interface between the two phases. A complex pore model was established based on the glass-etched model used in the experiment. We used the OpenFOAM platform to solve the mathematical model. The saturation, pressure, and stress tensor distributions were obtained. The results show that the displacement efficiency increased as the elasticity of the polymer increased; accordingly, the elasticity can enlarge the sweep area and decrease the residual oil saturation. As the elasticity increases, the stresses (the first normal stress, second normal stress, and shear stress) increase. Finally, the results obtained in this study can be used as a guideline in polymer design, screening, and optimization in the polymer flooding oilfields.
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Affiliation(s)
- Huiying Zhong
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, China.
| | - Yuanyuan Li
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, China.
| | - Weidong Zhang
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, China.
| | - Hongjun Yin
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, China.
| | - Jun Lu
- McDougall School of Petroleum Engineering, University of Tulsa, Tulsa, OK 74104, USA.
| | - Daizong Guo
- Key Laboratory for Enhanced Oil & Gas Recovery of the Ministry of Education, Northeast Petroleum University, Daqing 163318, China.
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