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Wang S, Yan X, Chang B, Liu S, Shao L, Zhang W, Zhu Y, Ding X. Atomistic Modeling of the Effect of Temperature on Interfacial Properties of 3D-Printed Continuous Carbon Fiber-Reinforced Polyamide 6 Composite: From Processing to Loading. ACS APPLIED MATERIALS & INTERFACES 2023; 15:56454-56463. [PMID: 37982666 DOI: 10.1021/acsami.3c12372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
The combination of continuous fiber-reinforced thermoplastic composites (CFRTPCs) and the continuous fiber 3D printing (CF3DP) technique enables the rapid production of complex structural composites. In these 3D-printed composites, stress transfer primarily relies on the fiber-resin interface, making it a critical performance factor. The interfacial properties are significantly influenced by the temperatures applied during the loading and forming processes. While the effect of the loading temperature has been extensively researched, that of the forming temperature remains largely unexplored, especially from an atomistic perspective. Our research aims to employ molecular dynamics simulations to elucidate the effect of temperature on the interfacial properties of continuous carbon fiber-reinforced polyamide 6 (C/PA6) composites fabricated using the CF3DP technique, considering both loading and forming aspects. Through molecular dynamics simulations, we uncovered a positive correlation between the interfacial strength and forming temperature. Moreover, an increased forming temperature induced a notable shift in the failure mode of C/PA6 under uniaxial tensile loading. Furthermore, it was observed that increasing loading temperatures led to the deterioration of the mechanical properties of PA6, resulting in a gradual transition of the primary failure mode from adhesive failure to cohesive failure. This shift in the failure mode is closely associated with the glass transition of PA6.
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Affiliation(s)
- Shenru Wang
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
- Ningbo Institute of Technology, Beihang University, Ningbo, Zhejiang 315832, China
| | - Xin Yan
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
- Ningbo Institute of Technology, Beihang University, Ningbo, Zhejiang 315832, China
| | - Baoning Chang
- Ningbo Institute of Technology, Beihang University, Ningbo, Zhejiang 315832, China
| | - Siqin Liu
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
| | - Lihua Shao
- School of Aeronautic Science and Engineering, Beihang University, Beijing 100191, China
| | - Wuxiang Zhang
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
- Ningbo Institute of Technology, Beihang University, Ningbo, Zhejiang 315832, China
| | - Yingdan Zhu
- Zhejiang Provincial Key Laboratory of Robotics and Intelligent Manufacturing Equipment Technology, Ningbo Institute of Material Technology and Engineering, Chinese Academy of Sciences, Ningbo, Zhejiang 315201, China
| | - Xilun Ding
- School of Mechanical Engineering and Automation, Beihang University, Beijing 100191, China
- Ningbo Institute of Technology, Beihang University, Ningbo, Zhejiang 315832, China
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2
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Yan Y, Xu J, Liu S, Wang M, Yang C. Reactive force-field MD simulation on the pyrolysis process of phenolic with various cross-linked and branched structures. Chem Eng Sci 2023. [DOI: 10.1016/j.ces.2023.118606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
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3
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Marashizadeh P, Abshirini M, Saha M, Huang L, Liu Y. Functionalization Enhancement on Interfacial Properties Between Graphene and ZnO NW/Epoxy: A Molecular Dynamics Simulation Study. ADVANCED THEORY AND SIMULATIONS 2022. [DOI: 10.1002/adts.202200010] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Affiliation(s)
- Parisa Marashizadeh
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
| | - Mohammad Abshirini
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
| | - Mrinal Saha
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
| | - Liangliang Huang
- School of Chemical Biological, and Materials Engineering University of Oklahoma Norman OK 73019 USA
| | - Yingtao Liu
- School of Aerospace and Mechanical Engineering University of Oklahoma Norman OK 73019 USA
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4
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Monolayer Twisted Graphene-Based Schottky Transistor. MATERIALS 2021; 14:ma14154109. [PMID: 34361302 PMCID: PMC8348481 DOI: 10.3390/ma14154109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2021] [Revised: 07/09/2021] [Accepted: 07/17/2021] [Indexed: 12/12/2022]
Abstract
The outstanding properties of graphene-based components, such as twisted graphene, motivates nanoelectronic researchers to focus on their applications in device technology. Twisted graphene as a new class of graphene structures is investigated in the platform of transistor application in this research study. Therefore, its geometry effect on Schottky transistor operation is analyzed and the relationship between the diameter of twist and number of twists are explored. A metal–semiconductor–metal twisted graphene-based junction as a Schottky transistor is considered. By employing the dispersion relation and quantum tunneling the variation of transistor performance under channel length, the diameter of twisted graphene, and the number of twists deviation are studied. The results show that twisted graphene with a smaller diameter affects the efficiency of twisted graphene-based Schottky transistors. Additionally, as another main characteristic, the ID-VGS is explored, which indicates that the threshold voltage is increased by diameter and number of twists in this type of transistor.
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Marashizadeh P, Abshirini M, Saha M, Huang L, Liu Y. Interfacial Properties of ZnO Nanowire-Enhanced Carbon Fiber Composites: A Molecular Dynamics Simulation Study. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2021; 37:7138-7146. [PMID: 34048248 DOI: 10.1021/acs.langmuir.1c00711] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The interfacial properties of ZnO nanowire (NW)/carbon fiber-reinforced epoxy composites are investigated using molecular dynamics (MD) simulations. An atomistic representative volume element (RVE) is developed in which a single ZnO NW is aligned on carbon fiber and embedded in the cross-linked epoxy. Effects of ZnO NWs on the fiber-matrix adhesion are studied by evaluating the fiber and the enhanced matrix interaction. The traction-separation behavior in both sliding mode (shear separation) and opening mode (normal separation) is evaluated. The cohesive parameters, including the peak traction and adhesion energy, are calculated in each mode. Different numbers of cross-linked epoxy units in the system are studied and validated. The interfacial properties of the hybrid system are compared with the simulated bare RVE containing fiber and epoxy. MD results showed that the interfacial strength is increased from 485 MPa to 1066 MPa with the ZnO NWs. The adhesion energy in both opening and sliding modes is significantly improved by growing ZnO NWs on the carbon fibers. In addition, the hybrid system shows more rate-independent behavior compared with the bare system in the opening mode.
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Affiliation(s)
- Parisa Marashizadeh
- School of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Mohammad Abshirini
- School of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Mrinal Saha
- School of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Liangliang Huang
- School of Chemical, Biological, and Materials Engineering, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Yingtao Liu
- School of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, Oklahoma 73019, United States
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6
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A General Temperature-Dependent Stress-Strain Constitutive Model for Polymer-Bonded Composite Materials. Polymers (Basel) 2021; 13:polym13091393. [PMID: 33923092 PMCID: PMC8123350 DOI: 10.3390/polym13091393] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Revised: 04/17/2021] [Accepted: 04/21/2021] [Indexed: 02/08/2023] Open
Abstract
This study develops a general temperature-dependent stress-strain constitutive model for polymer-bonded composite materials, allowing for the prediction of deformation behaviors under tension and compression in the testing temperature range. Laboratory testing of the material specimens in uniaxial tension and compression at multiple temperatures ranging from -40 ∘C to 75 ∘C is performed. The testing data reveal that the stress-strain response can be divided into two general regimes, namely, a short elastic part followed by the plastic part; therefore, the Ramberg-Osgood relationship is proposed to build the stress-strain constitutive model at a single temperature. By correlating the model parameters with the corresponding temperature using a response surface, a general temperature-dependent stress-strain constitutive model is established. The effectiveness and accuracy of the proposed model are validated using several independent sets of testing data and third-party data. The performance of the proposed model is compared with an existing reference model. The validation and comparison results show that the proposed model has a lower number of parameters and yields smaller relative errors. The proposed constitutive model is further implemented as a user material routine in a finite element package. A simple structural example using the developed user material is presented and its accuracy is verified.
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Computational Study on Interfacial Interactions between Polymethyl Methacrylate-Based Bone Cement and Hydroxyapatite in Nanoscale. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11072937] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Polymethyl methacrylate (PMMA)-based bone cement (BC) is a key material in joint replacement surgery that transfers external forces from the implant to the bone while allowing their robust binding. To quantitatively evaluate the effect of polymerization on the thermomechanical properties of the BC and on the interaction characteristics with the bone ceramic hydroxyapatite (HAp), molecular dynamics simulations were performed. The mechanical stiffness of the BC material under external loading increased gradually with the crosslinking reaction occurrence, indicating increasing load transfer between the constituent molecules. In addition, as the individual Methyl Methacrylate (MMA) segments were interconnected in the system, the freedom of the molecular network was largely suppressed, resulting in more thermally stable structures. Furthermore, the pull-out tests using HAp/BC bilayer models under different constraints (BC at 40% and 85%) revealed the cohesive characteristics of the BC with the bone scaffold in molecular detail. The stiffness and the fracture energy increased by 32% and 98%, respectively, with the crosslink density increasing.
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Abstract
Graphene-polymer nanocomposites continue to gain interest in diverse scientific and technological fields [...].
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Linear-Nonlinear Stiffness Responses of Carbon Fiber-Reinforced Polymer Composite Materials and Structures: A Numerical Study. Polymers (Basel) 2021; 13:polym13030344. [PMID: 33498984 PMCID: PMC7865844 DOI: 10.3390/polym13030344] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 01/13/2021] [Accepted: 01/15/2021] [Indexed: 11/17/2022] Open
Abstract
The stiffness response or load-deformation/displacement behavior is the most important mechanical behavior that frequently being utilized for validation of the mathematical-physical models representing the mechanical behavior of solid objects in numerical method, compared to actual experimental data. This numerical study aims to investigate the linear-nonlinear stiffness behavior of carbon fiber-reinforced polymer (CFRP) composites at material and structural levels, and its dependency to the sets of individual/group elastic and damage model parameters. In this regard, a validated constitutive damage model, elastic-damage properties as reference data, and simulation process, that account for elastic, yielding, and damage evolution, are considered in the finite element model development process. The linear-nonlinear stiffness responses of four cases are examined, including a unidirectional CFRP composite laminate (material level) under tensile load, and also three multidirectional composite structures under flexural loads. The result indicated a direct dependency of the stiffness response at the material level to the elastic properties. However, the stiffness behavior of the composite structures depends both on the structural configuration, geometry, lay-ups as well as the mechanical properties of the CFRP composite. The value of maximum reaction force and displacement of the composite structures, as well as the nonlinear response of the structures are highly dependent not only to the mechanical properties, but also to the geometry and the configuration of the structures.
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Naito S, Koyanagi J, Komukai T, Uno T. Analysis of Three-Phase Structure of Epoxy Resin/CNT/Graphene by Molecular Simulation. Polymers (Basel) 2020; 12:polym12081821. [PMID: 32823716 PMCID: PMC7465897 DOI: 10.3390/polym12081821] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/04/2020] [Accepted: 08/11/2020] [Indexed: 11/16/2022] Open
Abstract
In this study, the three-phase structure consisting of epoxy resin, carbon nanotubes (CNTs), and graphene, which is assumed to be the surface of carbon fiber, was simulated using molecular dynamics. Models in which the CNT number and initial position of CNT are varied were prepared in this study. Relaxation calculation for each three-phase model was implemented, and the movement of molecules was investigated. When CNTs are located between the graphene and epoxy at initial, how the epoxy approaches to graphene was discussed. Besides, interaction energies between CNT/graphene, CNT/epoxy, and graphene/epoxy were evaluated after relaxations. The value of the interaction energy between two individual molecules (epoxy resin and graphene, CNTs and graphene, epoxy resin and CNTs) among three-phase structure were obtained, respectively, and those mechanisms were discussed in this study.
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Affiliation(s)
- Shun Naito
- Department of Materials Science and Technology, Graduate school of Tokyo University of Science, Tokyo 125-8585, Japan;
| | - Jun Koyanagi
- Department of Materials Science and Technology, Graduate school of Tokyo University of Science, Tokyo 125-8585, Japan;
- Correspondence:
| | - Takuji Komukai
- Nitta Corporation, Yamtokohriyama-Shi, Nara 639-1085, Japan;
| | - Toshikazu Uno
- Yonex CO., LTD., Nagaoka-City, Niigata 949-5123, Japan;
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11
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Using Finite Element Approach for Crashworthiness Assessment of a Polymeric Auxetic Structure Subjected to the Axial Loading. Polymers (Basel) 2020; 12:polym12061312. [PMID: 32526842 PMCID: PMC7362047 DOI: 10.3390/polym12061312] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 05/29/2020] [Accepted: 06/03/2020] [Indexed: 11/17/2022] Open
Abstract
Polyurethane foams are one of the most common auxetic structures regarding energy absorption enhancement. This present study evaluates the result reliability of two different numerical approaches, the H-method and the P-method, to obtain the best convergence solution. A polymeric re-entrant cell is created with a beam element and the results of the two different methods are compared. Additionally, the numerical results compare well with the analytical solution. The results show that there is a good agreement between converged FE models and the analytical solution. Regarding the computational cost, the P-method is more efficient for simulating the re-entrant structure subjected to axial loading. During the second part of this study, the re-entrant cell is used for generating a polymeric auxetic cellular tube. The mesh convergence study is performed on the cellular structures using the H- and P- methods. The cellular tube is subjected to tensional and compressive loading, the module of elasticity and Poisson’s ration to calculate different aspect ratios. A nonlinear analysis is performed to compare the dynamic response of a cellular tube versus a solid tube. The crashworthiness indicators are addressed and the results are compared with equivalent solid tubes. The results show that the auxetic cellular tubes have better responses against compressive loading. The primary outcome of this research is to assess a reliable FE approach for re-entrant structures under axial loading.
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12
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David Müzel S, Bonhin EP, Guimarães NM, Guidi ES. Application of the Finite Element Method in the Analysis of Composite Materials: A Review. Polymers (Basel) 2020; 12:polym12040818. [PMID: 32260389 PMCID: PMC7240738 DOI: 10.3390/polym12040818] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 03/16/2020] [Accepted: 03/17/2020] [Indexed: 11/16/2022] Open
Abstract
The use of composite materials in several sectors, such as aeronautics and automotive, has been gaining distinction in recent years. However, due to their high costs, as well as unique characteristics, consequences of their heterogeneity, they present challenging gaps to be studied. As a result, the finite element method has been used as a way to analyze composite materials subjected to the most distinctive situations. Therefore, this work aims to approach the modeling of composite materials, focusing on material properties, failure criteria, types of elements and main application sectors. From the modeling point of view, different levels of modeling—micro, meso and macro, are presented. Regarding properties, different mechanical characteristics, theories and constitutive relationships involved to model these materials are presented. The text also discusses the types of elements most commonly used to simulate composites, which are solids, peel, plate and cohesive, as well as the various failure criteria developed and used for the simulation of these materials. In addition, the present article lists the main industrial sectors in which composite material simulation is used, and their gains from it, including aeronautics, aerospace, automotive, naval, energy, civil, sports, manufacturing and even electronics.
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Affiliation(s)
- Sarah David Müzel
- Department of Materials and Technology, School of Engineering, São Paulo State University (Unesp), 12.516-410 Guaratinguetá, São Paulo, Brazil; (E.P.B.); (N.M.G.)
- Correspondence:
| | - Eduardo Pires Bonhin
- Department of Materials and Technology, School of Engineering, São Paulo State University (Unesp), 12.516-410 Guaratinguetá, São Paulo, Brazil; (E.P.B.); (N.M.G.)
| | - Nara Miranda Guimarães
- Department of Materials and Technology, School of Engineering, São Paulo State University (Unesp), 12.516-410 Guaratinguetá, São Paulo, Brazil; (E.P.B.); (N.M.G.)
| | - Erick Siqueira Guidi
- Department of Mechanical, School of Engineering, São Paulo State University (Unesp), 12.516-410 Guaratinguetá, São Paulo, Brazil;
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Ahmadi MT, Razmdideh A, Rahimian Koloor SS, Petrů M. Carbon-Based Band Gap Engineering in the h-BN Analytical Modeling. MATERIALS 2020; 13:ma13051026. [PMID: 32106402 PMCID: PMC7084880 DOI: 10.3390/ma13051026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 02/14/2020] [Accepted: 02/18/2020] [Indexed: 11/16/2022]
Abstract
The absence of a band gap in graphene is a hindrance to its application in electronic devices. Alternately, the complete replacement of carbon atoms with B and N atoms in graphene structures led to the formation of hexagonal boron nitride (h-BN) and caused the opening of its gap. Now, an exciting possibility is a partial substitution of C atoms with B and N atoms in the graphene structure, which caused the formation of a boron nitride composite with specified stoichiometry. BC2N nanotubes are more stable than other triple compounds due to the existence of a maximum number of B–N and C–C bonds. This paper focused on the nearest neighbor’s tight-binding method to explore the dispersion relation of BC2N, which has no chemical bond between its carbon atoms. More specifically, the band dispersion of this specific structure and the effects of energy hopping in boron–carbon and nitrogen–carbon atoms on the band gap are studied. Besides, the band structure is achieved from density functional theory (DFT) using the generalized gradient approximations (GGA) approximation method. This calculation shows that this specific structure is semimetal, and the band gap energy is 0.167 ev.
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Affiliation(s)
- Mohammad Taghi Ahmadi
- Division of Computational Physics, Institute for Computational Science, Ton Duc Thang University, Ho Chi Minh City 758307, Vietnam
- Faculty of Electrical and Electronics Engineering, Ton Duc Thang University, Ho Chi Minh City 758307, Vietnam
- Correspondence: (M.T.A.); (M.P.)
| | - Ahmad Razmdideh
- Nano-electronic Research Group, Physics Department, Faculty of Science, Urmia University, Urmia 57147, Iran;
| | - Seyed Saeid Rahimian Koloor
- Institute for Nanomaterials, Advanced Technologies and Innovation, Technical University of Liberec, Studentska 2, 461 17 Liberec, Czech Republic;
| | - Michal Petrů
- Institute for Nanomaterials, Advanced Technologies and Innovation, Technical University of Liberec, Studentska 2, 461 17 Liberec, Czech Republic;
- Correspondence: (M.T.A.); (M.P.)
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An Energy-Based Concept for Yielding of Multidirectional FRP Composite Structures Using a Mesoscale Lamina Damage Model. Polymers (Basel) 2020; 12:polym12010157. [PMID: 31936184 PMCID: PMC7022992 DOI: 10.3390/polym12010157] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 12/13/2019] [Accepted: 12/15/2019] [Indexed: 12/02/2022] Open
Abstract
Composite structures are made of multidirectional (MD) fiber-reinforced polymer (FRP) composite laminates, which fail due to multiple damages in matrix, interface, and fiber constituents at different scales. The yield point of a unidirectional FRP composite is assumed as the lamina strength limit representing the damage initiation phenomena, while yielding of MD composites in structural applications are not quantified due to the complexity of the sequence of damage evolutions in different laminas dependent on their angle and specification. This paper proposes a new method to identify the yield point of MD composite structures based on the evolution of the damage dissipation energy (DDE). Such a characteristic evolution curve is computed using a validated finite element model with a mesoscale damage-based constitutive model that accounts for different matrix and fiber failure modes in angle lamina. The yield point of composite structures is identified to correspond to a 5% increase in the initial slope of the DDE evolution curve. The yield points of three antisymmetric MD FRP composite structures under flexural loading conditions are established based on Hashin unidirectional (UD) criteria and the energy-based criterion. It is shown that the new energy concept provides a significantly larger safe limit of yield for MD composite structures compared to UD criteria, in which the accumulation of energy dissipated due to all damage modes is less than 5% of the fracture energy required for the structural rupture.
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15
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Weng YJ. Forming of Dynamic Microstructure of Flexible Polymer. MATERIALS 2019; 12:ma12203332. [PMID: 31614847 PMCID: PMC6829512 DOI: 10.3390/ma12203332] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 10/04/2019] [Accepted: 10/11/2019] [Indexed: 01/05/2023]
Abstract
This study focuses on the forming of dynamic microstructure of flexible polymer. The dynamic tensile control microstructure of the polymer mold, along with the gasbag, was used to exert pressure to achieve forming. This study simulated the dynamic control of the flexible mold, and proposed four mechanical models of material viscoelastic response for modeling and evaluation. MATLAB software was used to calculate the imprint prediction calculation theory construction according to the imprint result of curved surface and asymmetric imprint forming. This study designed and developed a gasbag-assisted dynamic forming system, and tested the proposed system for verification. The test results showed that the mechanical stability, curved surface, and asymmetric imprint prediction calculation of the mechanical model of the viscoelastic response of flexible mold material, as proposed in this study, can display the geometric features of the imprinted microstructure. The dynamic mold microstructure control process can accurately transfer a bifacial microstructure and construct the confidence interval for transfer printing forming.
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Affiliation(s)
- Yung-Jin Weng
- Department of Mechanical and Energy Engineering, National Chiayi University, Chiayi City 60004, Taiwan.
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