1
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Pervez MN, Yeo WS, Mishu MMR, Talukder ME, Roy H, Islam MS, Zhao Y, Cai Y, Stylios GK, Naddeo V. Electrospun nanofiber membrane diameter prediction using a combined response surface methodology and machine learning approach. Sci Rep 2023; 13:9679. [PMID: 37322139 DOI: 10.1038/s41598-023-36431-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 06/03/2023] [Indexed: 06/17/2023] Open
Abstract
Despite the widespread interest in electrospinning technology, very few simulation studies have been conducted. Thus, the current research produced a system for providing a sustainable and effective electrospinning process by combining the design of experiments with machine learning prediction models. Specifically, in order to estimate the diameter of the electrospun nanofiber membrane, we developed a locally weighted kernel partial least squares regression (LW-KPLSR) model based on a response surface methodology (RSM). The accuracy of the model's predictions was evaluated based on its root mean square error (RMSE), its mean absolute error (MAE), and its coefficient of determination (R2). In addition to principal component regression (PCR), locally weighted partial least squares regression (LW-PLSR), partial least square regression (PLSR), and least square support vector regression model (LSSVR), some of the other types of regression models used to verify and compare the results were fuzzy modelling and least square support vector regression model (LSSVR). According to the results of our research, the LW-KPLSR model performed far better than other competing models when attempting to forecast the membrane's diameter. This is made clear by the much lower RMSE and MAE values of the LW-KPLSR model. In addition, it offered the highest R2 values that could be achieved, reaching 0.9989.
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Affiliation(s)
- Md Nahid Pervez
- Hubei Provincial Engineering Laboratory for Clean Production and High Value Utilization of Bio-Based Textile Materials, Wuhan Textile University, Wuhan, 430200, China
- Sanitary Environmental Engineering Division (SEED), Department of Civil Engineering, University of Salerno, 84084, Fisciano, Italy
| | - Wan Sieng Yeo
- Department of Chemical and Energy Engineering, Faculty of Engineering and Science, Curtin University Malaysia, CDT 250, 98009, Miri, Sarawak, Malaysia
| | - Mst Monira Rahman Mishu
- Faculty of Nutrition and Food Science, Patuakhali Science and Technology University, Patuakhali, 8602, Bangladesh
| | - Md Eman Talukder
- Hubei Provincial Engineering Laboratory for Clean Production and High Value Utilization of Bio-Based Textile Materials, Wuhan Textile University, Wuhan, 430200, China
| | - Hridoy Roy
- Department of Chemical Engineering, Bangladesh University of Engineering and Technology, Dhaka, 1000, Bangladesh
| | - Md Shahinoor Islam
- Department of Chemical Engineering, Bangladesh University of Engineering and Technology, Dhaka, 1000, Bangladesh
| | - Yaping Zhao
- Shanghai Engineering Research Center of Biotransformation of Organic Solid Waste, School of Ecological and Environmental Sciences, East China Normal University, and Institute of Eco-Chongming, Shanghai, 200241, China
| | - Yingjie Cai
- Hubei Provincial Engineering Laboratory for Clean Production and High Value Utilization of Bio-Based Textile Materials, Wuhan Textile University, Wuhan, 430200, China.
| | - George K Stylios
- Research Institute for Flexible Materials, School of Textiles and Design, Heriot-Watt University, Galashiels, TD1 3HF, UK.
| | - Vincenzo Naddeo
- Sanitary Environmental Engineering Division (SEED), Department of Civil Engineering, University of Salerno, 84084, Fisciano, Italy.
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2
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Rahman SM, Tafreshi HV, Pourdeyhimi B. Physics‐based
deep neural network model to guide electrospinning polyurethane fibers. J Appl Polym Sci 2022. [DOI: 10.1002/app.53108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- S. Mashfiqur Rahman
- Department of Mechanical & Aerospace Engineering North Carolina State University Raleigh North Carolina USA
| | - Hooman Vahedi Tafreshi
- Department of Mechanical & Aerospace Engineering North Carolina State University Raleigh North Carolina USA
- The Nonwovens Institute, North Carolina State University Raleigh North Carolina USA
| | - Behnam Pourdeyhimi
- The Nonwovens Institute, North Carolina State University Raleigh North Carolina USA
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3
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Du Y, Zhang X, Liu P, Yu DG, Ge R. Electrospun nanofiber-based glucose sensors for glucose detection. Front Chem 2022; 10:944428. [PMID: 36034672 PMCID: PMC9403008 DOI: 10.3389/fchem.2022.944428] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Accepted: 06/30/2022] [Indexed: 12/15/2022] Open
Abstract
Diabetes is a chronic, systemic metabolic disease that leads to multiple complications, even death. Meanwhile, the number of people with diabetes worldwide is increasing year by year. Sensors play an important role in the development of biomedical devices. The development of efficient, stable, and inexpensive glucose sensors for the continuous monitoring of blood glucose levels has received widespread attention because they can provide reliable data for diabetes prevention and diagnosis. Electrospun nanofibers are new kinds of functional nanocomposites that show incredible capabilities for high-level biosensing. This article reviews glucose sensors based on electrospun nanofibers. The principles of the glucose sensor, the types of glucose measurement, and the glucose detection methods are briefly discussed. The principle of electrospinning and its applications and advantages in glucose sensors are then introduced. This article provides a comprehensive summary of the applications and advantages of polymers and nanomaterials in electrospun nanofiber-based glucose sensors. The relevant applications and comparisons of enzymatic and non-enzymatic nanofiber-based glucose sensors are discussed in detail. The main advantages and disadvantages of glucose sensors based on electrospun nanofibers are evaluated, and some solutions are proposed. Finally, potential commercial development and improved methods for glucose sensors based on electrospinning nanofibers are discussed.
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Affiliation(s)
- Yutong Du
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai, China
| | - Xinyi Zhang
- School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai, China
| | - Ping Liu
- The Base of Achievement Transformation, Shidong Hospital Affiliated to University of Shanghai for Science and Technology, Shanghai, China
- Institute of Orthopaedic Basic and Clinical Transformation, University of Shanghai for Science and Technology, Shanghai, China
- Shidong Hospital, Shanghai, China
| | - Deng-Guang Yu
- School of Materials and Chemistry, University of Shanghai for Science and Technology, Shanghai, China
| | - Ruiliang Ge
- Department of Outpatient, the Third Afiliated Hospital, Naval Medical University, Shanghai, China
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4
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Yoon J, Myung JH, Kim Y, Jeon S, Sun J, Yu W. Synthesis of inherently helical nanofibers: Effects of solidification of electrified jet during electrospinning. J Appl Polym Sci 2022. [DOI: 10.1002/app.52352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Jihyun Yoon
- Department of Materials Science and Engineering Seoul National University Seoul Republic of Korea
| | - Jun Ho Myung
- Department of Materials Science and Engineering Seoul National University Seoul Republic of Korea
| | - Yong‐Min Kim
- Department of Materials Science and Engineering Seoul National University Seoul Republic of Korea
| | - Seung‐Yeol Jeon
- Institute of Advanced Composite Materials Korea Institute of Science and Technology (KIST) Wanju‐Gun Jeonbuk South Korea
| | - Jeong‐Yun Sun
- Department of Materials Science and Engineering Seoul National University Seoul Republic of Korea
| | - Woong‐Ryeol Yu
- Department of Materials Science and Engineering Seoul National University Seoul Republic of Korea
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5
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Juraij K, Chingakham C, Manaf O, Sagitha P, Suni V, Sajith V, Sujith A. Polyurethane/multi‐walled carbon nanotube electrospun composite membrane for oil/water separation. J Appl Polym Sci 2022. [DOI: 10.1002/app.52117] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Affiliation(s)
- Kandiyil Juraij
- Materials Research Laboratory, Department of Chemistry National Institute of Technology Calicut Kozhikode India
| | - Chinglenthoiba Chingakham
- School of Materials Science and Engineering National Institute of Technology Calicut Kozhikode India
- Department of Chemistry National University of Singapore Singapore Singapore
| | - Olongal Manaf
- Materials Research Laboratory, Department of Chemistry National Institute of Technology Calicut Kozhikode India
| | - Paroly Sagitha
- Materials Research Laboratory, Department of Chemistry National Institute of Technology Calicut Kozhikode India
| | - Vasudevan Suni
- Inorganic and Bio‐inorganic Laboratory, Department of Chemistry National Institute of Technology Calicut Kozhikode India
| | - Vandana Sajith
- School of Materials Science and Engineering National Institute of Technology Calicut Kozhikode India
| | - Athiyanathil Sujith
- Materials Research Laboratory, Department of Chemistry National Institute of Technology Calicut Kozhikode India
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Abstract
Computational modeling of air filtration is possible by replicating nonwoven nanofibrous meltblown or electrospun filter media with digital representative geometry. This article presents a methodology to create and modify randomly generated fiber geometry intended as a digital twin replica of fibrous filtration media. Digital twin replicas of meltblown and electrospun filter media are created using Python scripting and Ansys SpaceClaim. The effect of fiber stiffness, represented by a fiber relaxation slope, is analyzed in relation to resulting filter solid volume fraction and thickness. Contemporary air filtration media may also be effectively modeled analytically and tested experimentally in order to yield valuable information on critical characteristics, such as overall resistance to airflow and particle capture efficiency. An application of the Single Fiber Efficiency model is incorporated in this work to illustrate the estimation of performance for the generated media with an analytical model. The resulting digital twin fibrous geometry compares well with SEM imagery of fibrous filter materials. This article concludes by suggesting adaptation of the methodology to replicate digital twins of other nonwoven fiber mesh applications for computational modeling, such as fiber reinforced additive manufacturing and composite materials.
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7
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Guo Y, Wang X, Shen Y, Dong K, Shen L, Alzalab AAA. Research progress, models and simulation of electrospinning technology: a review. JOURNAL OF MATERIALS SCIENCE 2021; 57:58-104. [PMID: 34658418 PMCID: PMC8513391 DOI: 10.1007/s10853-021-06575-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 09/29/2021] [Indexed: 05/09/2023]
Abstract
In recent years, nanomaterials have aroused extensive research interest in the world's material science community. Electrospinning has the advantages of wide range of available raw materials, simple process, small fiber diameter and high porosity. Electrospinning as a nanomaterial preparation technology with obvious advantages has been studied, such as its influencing parameters, physical models and computer simulation. In this review, the influencing parameters, simulation and models of electrospinning technology are summarized. In addition, the progresses in applications of the technology in biomedicine, energy and catalysis are reported. This technology has many applications in many fields, such as electrospun polymers in various aspects of biomedical engineering. The latest achievements in recent years are summarized, and the existing problems and development trends are analyzed and discussed.
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Affiliation(s)
- Yajin Guo
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- International School of Materials Science and Engineering, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- Biomedical Materials and Engineering Research Center of Hubei Province, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
| | - Xinyu Wang
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- International School of Materials Science and Engineering, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- Biomedical Materials and Engineering Research Center of Hubei Province, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- Foshan Xianhu Laboratory of the Advanced Energy Science and Technology Guangdong Laboratory, Xianhu Hydrogen Valley, Foshan, 528200 People’s Republic of China
| | - Ying Shen
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- International School of Materials Science and Engineering, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- Biomedical Materials and Engineering Research Center of Hubei Province, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
| | - Kuo Dong
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- Biomedical Materials and Engineering Research Center of Hubei Province, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
| | - Linyi Shen
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- Biomedical Materials and Engineering Research Center of Hubei Province, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
| | - Asmaa Ahmed Abdullah Alzalab
- State Key Laboratory of Advanced Technology for Materials Synthesis and Processing, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
- Biomedical Materials and Engineering Research Center of Hubei Province, Wuhan University of Technology, Wuhan, 430070 People’s Republic of China
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8
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3D reconstruction of bias effects on porosity, alignment and mesoscale structure in electrospun tubular polycaprolactone. POLYMER 2021. [DOI: 10.1016/j.polymer.2021.124120] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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9
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Christiansen L, Gurevich L, Wang D, Fojan P. Melt Electrospinning of PET and Composite PET-Aerogel Fibers: An Experimental and Modeling Study. MATERIALS 2021; 14:ma14164699. [PMID: 34443221 PMCID: PMC8401750 DOI: 10.3390/ma14164699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/05/2021] [Accepted: 08/17/2021] [Indexed: 11/23/2022]
Abstract
Increasingly advanced applications of polymer fibers are driving the demand for new, high-performance fiber types. One way to produce polymer fibers is by electrospinning from polymer solutions and melts. Polymer melt electrospinning produces fibers with small diameters through solvent-free processing and has applications within different fields, ranging from textile and construction, to the biotech and pharmaceutical industries. Modeling of the electrospinning process has been mainly limited to simulations of geometry-dependent electric field distributions. The associated large change in viscosity upon fiber formation and elongation is a key issue governing the electrospinning process, apart from other environmental factors. This paper investigates the melt electrospinning of aerogel-containing fibers and proposes a logistic viscosity model approach with parametric ramping in a finite element method (FEM) simulation. The formation of melt electrospun fibers is studied with regard to the spinning temperature and the distance to the collector. The formation of PET-Aerogel composite fibers by pneumatic transport is demonstrated, and the critical parameter is found to be the temperature of the gas phase. The experimental results form the basis for the electrospinning model, which is shown to reproduce the trend for the fiber diameter, both for polymer as well as polymer-aerogel composites.
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10
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Saleh M, Demir D, Ozay Y, Yalvac M, Bolgen N, Dizge N. Fabrication of basalt embedded composite fiber membrane using electrospinning method and response surface methodology. J Appl Polym Sci 2021. [DOI: 10.1002/app.50599] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Mohammed Saleh
- Department of Environmental Engineering Mersin University Mersin Turkey
| | - Didem Demir
- Department of Chemical Engineering Mersin University Mersin Turkey
| | - Yasin Ozay
- Department of Environmental Engineering Mersin University Mersin Turkey
| | - Mutlu Yalvac
- Department of Environmental Engineering Mersin University Mersin Turkey
| | - Nimet Bolgen
- Department of Chemical Engineering Mersin University Mersin Turkey
| | - Nadir Dizge
- Department of Environmental Engineering Mersin University Mersin Turkey
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11
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Jia S, Huang K, Long J, Yang S, Liang Y, Yang N, Xiao J. Electron beam irradiation modified electrospun polyvinylidene fluoride/polyacrylonitrile fibrous separators for safe lithium‐ion batteries. J Appl Polym Sci 2020. [DOI: 10.1002/app.50359] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Shaojin Jia
- Department of chemical engineering and technology, College of Environment and Chemical Engineering Shanghai University Shanghai China
| | - Kaili Huang
- Department of chemical engineering and technology, College of Environment and Chemical Engineering Shanghai University Shanghai China
| | - Jiating Long
- Department of chemical engineering and technology, College of Environment and Chemical Engineering Shanghai University Shanghai China
| | - Shaohua Yang
- Department of chemical engineering and technology, College of Environment and Chemical Engineering Shanghai University Shanghai China
| | - Yuhao Liang
- Department of chemical engineering and technology, College of Environment and Chemical Engineering Shanghai University Shanghai China
| | - Na Yang
- Department of chemical engineering and technology, College of Environment and Chemical Engineering Shanghai University Shanghai China
| | - Jun Xiao
- Department of chemical engineering and technology, College of Environment and Chemical Engineering Shanghai University Shanghai China
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12
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Novel approach to model microstructure of dust-deposits comprised of polydisperse particles of arbitrary shapes. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2020.116844] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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13
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Zhang L, Dong H, Li M, Wang D, Liu M, Wang C, Fu S. Synthesis and characterization of carbon black modified by polylactic acid (PLA‐
g
‐CB) as pigment for dope dyeing of black PLA fibers. J Appl Polym Sci 2020. [DOI: 10.1002/app.48784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Liping Zhang
- Key Laboratory of Eco‐TextileJiangnan University, Ministry of Education Wuxi Jiangsu 214122 China
| | - Hao Dong
- Key Laboratory of Eco‐TextileJiangnan University, Ministry of Education Wuxi Jiangsu 214122 China
| | - Min Li
- Key Laboratory of Eco‐TextileJiangnan University, Ministry of Education Wuxi Jiangsu 214122 China
| | - Dong Wang
- Key Laboratory of Eco‐TextileJiangnan University, Ministry of Education Wuxi Jiangsu 214122 China
| | - Mingming Liu
- Key Laboratory of Eco‐TextileJiangnan University, Ministry of Education Wuxi Jiangsu 214122 China
| | - Chunxia Wang
- Key Laboratory of Eco‐TextileJiangnan University, Ministry of Education Wuxi Jiangsu 214122 China
| | - Shaohai Fu
- Key Laboratory of Eco‐TextileJiangnan University, Ministry of Education Wuxi Jiangsu 214122 China
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14
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Yousefi S, Vahedi Tafreshi H. Modeling electrospun fibrous structures with embedded spacer particles: Application to aerosol filtration. Sep Purif Technol 2020. [DOI: 10.1016/j.seppur.2019.116184] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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15
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Soliman AG, El Naggar AM, El‐Din MRN, Ramadan AM, Youssef MA. Optimization of dosing and mixing time through fabrication of high internal phase emulsion (HIPE) polymerization based adsorbents for use in purification of oil in water contaminated wastewater. J Appl Polym Sci 2020. [DOI: 10.1002/app.49000] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Ahmed G. Soliman
- Chemistry and Advanced Materials Research Sector, Science and Technology Center of Excellence (STCE) El‐Salam City Egypt
| | - Ahmed M.A. El Naggar
- Department of refining, Egyptian Petroleum Research Institute (EPRI) Cairo Egypt
| | - Mahmoud R. Noor El‐Din
- Department of Petroleum application, Egyptian Petroleum Research Institute (EPRI) Cairo Egypt
| | - Ahmed M. Ramadan
- Chemistry Department, Faculty of ScienceHelwan University Cairo Egypt
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16
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Bazli L, Bagherian MH, Karrabi M, Abbassi‐Sourki F, Azizi H. Effect of starch ratio and compatibilization on the viscoelastic behavior of POE/starch blends. J Appl Polym Sci 2019. [DOI: 10.1002/app.48877] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Leila Bazli
- Rubber Group, Iran Polymer & Petrochemical Institute Tehran Iran
| | | | - Mohammad Karrabi
- Rubber Group, Iran Polymer & Petrochemical Institute Tehran Iran
| | | | - Hamed Azizi
- Rubber Group, Iran Polymer & Petrochemical Institute Tehran Iran
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17
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PVDF/TiO
2
/graphene oxide composite nanofiber membranes serving as separators in lithium‐ion batteries. J Appl Polym Sci 2019. [DOI: 10.1002/app.48775] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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