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Li W, Zeng R, Zhang Q, Duan Z, Shen P, Zhong X, Jiang S, Bao J. A Study of the Effects of Moisture on Composite-to-Metal Double-Lap Shear Joints. MATERIALS (BASEL, SWITZERLAND) 2024; 17:3841. [PMID: 39124506 PMCID: PMC11312781 DOI: 10.3390/ma17153841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/30/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024]
Abstract
This work investigated the effects of moisture absorption treatment on composite-to-metal double-lap shear joints (DLSJs) bonded with epoxy adhesive film through experiments and simulations. The composite-to-metal DLSJ can be divided into five parts (the interface between the composite and adhesive, the interface between the adhesive and metal, the composite adherend, the metal adherend, and the adhesive layer). First, the wet-dependent properties of the adhesive and interfaces were obtained through adhesive tensile tests and GC tests, which showed that the properties of the adhesive and interfaces were significantly affected by the moist environment. Then, tensile tests of the composite-to-metal double-lap shear joints were carried out in dry and wet environments. Finally, based on the experimental investigations, a finite element (FE) model that considered cohesive damage was established for simulating damage evolution and predicting the failure loads and failure modes of the DLSJs. The results of both the experimental and numerical tests show that the DLSJ failure load decreases significantly after immersion in 95 °C water, and the major failure mode transfers from adhesive failure to interface failure. The research results provide a theoretical basis or basic data for the structural design of adhesively bonded composite-to-metal.
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Affiliation(s)
- Weidong Li
- National Key Laboratory of Advanced Composites, AVIC Composite Technology Center, AVIC Composite Corporation Ltd., Beijing 101300, China; (W.L.); (Z.D.); (P.S.); (X.Z.); (S.J.)
| | - Rui Zeng
- College of Architecture and Art, Hefei University of Technology, Hefei 230009, China;
| | - Qian Zhang
- College of Architecture and Art, Hefei University of Technology, Hefei 230009, China;
| | - Ziqi Duan
- National Key Laboratory of Advanced Composites, AVIC Composite Technology Center, AVIC Composite Corporation Ltd., Beijing 101300, China; (W.L.); (Z.D.); (P.S.); (X.Z.); (S.J.)
| | - Pengfei Shen
- National Key Laboratory of Advanced Composites, AVIC Composite Technology Center, AVIC Composite Corporation Ltd., Beijing 101300, China; (W.L.); (Z.D.); (P.S.); (X.Z.); (S.J.)
| | - Xiangyu Zhong
- National Key Laboratory of Advanced Composites, AVIC Composite Technology Center, AVIC Composite Corporation Ltd., Beijing 101300, China; (W.L.); (Z.D.); (P.S.); (X.Z.); (S.J.)
| | - Shicai Jiang
- National Key Laboratory of Advanced Composites, AVIC Composite Technology Center, AVIC Composite Corporation Ltd., Beijing 101300, China; (W.L.); (Z.D.); (P.S.); (X.Z.); (S.J.)
| | - Jianwen Bao
- National Key Laboratory of Advanced Composites, AVIC Composite Technology Center, AVIC Composite Corporation Ltd., Beijing 101300, China; (W.L.); (Z.D.); (P.S.); (X.Z.); (S.J.)
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Osa-uwagboe N, Udu AG, Silberschmidt VV, Baxevanakis KP, Demirci E. Effects of Seawater on Mechanical Performance of Composite Sandwich Structures: A Machine Learning Framework. MATERIALS (BASEL, SWITZERLAND) 2024; 17:2549. [PMID: 38893813 PMCID: PMC11173148 DOI: 10.3390/ma17112549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/02/2024] [Accepted: 05/22/2024] [Indexed: 06/21/2024]
Abstract
Sandwich structures made with fibre-reinforced plastics are commonly used in maritime vessels thanks to their high strength-to-weight ratios, corrosion resistance, and buoyancy. Understanding their mechanical performance after moisture uptake and the implications of moisture uptake for their structural integrity and safety within out-of-plane loading regimes is vital for material optimisation. The use of modern methods such as acoustic emission (AE) and machine learning (ML) could provide effective techniques for the assessment of mechanical behaviour and structural health monitoring. In this study, the AE features obtained from quasi-static indentation tests on sandwich structures made from E-glass fibre face sheets with polyvinyl chloride foam cores were employed. Time- and frequency-domain features were then used to capture the relevant information and patterns within the AE data. A k-means++ algorithm was utilized for clustering analysis, providing insights into the principal damage modes of the studied structures. Three ensemble learning algorithms were employed to develop a damage-prediction model for samples exposed and unexposed to seawater and were loaded with indenters of different geometries. The developed models effectively identified all damage modes for the various indenter geometries under different loading conditions with accuracy scores between 86.4 and 95.9%. This illustrates the significant potential of ML for the prediction of damage evolution in composite structures for marine applications.
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Affiliation(s)
- Norman Osa-uwagboe
- Wolfson School of Mechanical, Electrical, and Manufacturing Engineering, Loughborough University, Loughborough LE11 3TU, UK; (N.O.-u.); (K.P.B.); (E.D.)
- Air Force Research and Development Centre, Nigerian Air Force Base, Kaduna PMB 2104, Nigeria
| | - Amadi Gabriel Udu
- Air Force Research and Development Centre, Nigerian Air Force Base, Kaduna PMB 2104, Nigeria
- School of Engineering, University of Leicester, Leicester LE1 7RH, UK
| | - Vadim V. Silberschmidt
- Wolfson School of Mechanical, Electrical, and Manufacturing Engineering, Loughborough University, Loughborough LE11 3TU, UK; (N.O.-u.); (K.P.B.); (E.D.)
| | - Konstantinos P. Baxevanakis
- Wolfson School of Mechanical, Electrical, and Manufacturing Engineering, Loughborough University, Loughborough LE11 3TU, UK; (N.O.-u.); (K.P.B.); (E.D.)
| | - Emrah Demirci
- Wolfson School of Mechanical, Electrical, and Manufacturing Engineering, Loughborough University, Loughborough LE11 3TU, UK; (N.O.-u.); (K.P.B.); (E.D.)
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Necolau MI, Radu IN, Bălănucă B, Frone AN, Damian CM. Broadening the coating applications of sustainable materials by reinforcing epoxidized corn oil with single-walled carbon nanotubes. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:37465-37479. [PMID: 38776024 PMCID: PMC11182871 DOI: 10.1007/s11356-024-33702-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Accepted: 05/13/2024] [Indexed: 06/20/2024]
Abstract
In the global context of environmental awareness, the present research proposes a sustainable alternative to the widely used petroleum-based epoxy coatings. Epoxidized corn oil (ECO) was tested as potential matrix for advanced nanocomposite coating materials reinforced with 0.25 to 1 wt.% single-walled carbon nanotubes (SW) with carboxyl and amide functionalities. The elemental composition of the epoxy networks was monitored by XPS, showing the increase of O/C ratio to 0.387 when carboxyl-functionalized SW are added. To achieve sustainable composite materials, citric acid was used as curing agent, as a substitute for conventional counterparts. The influence of both surface functional groups and concentration of SW was evaluated through structural and thermo-mechanical analysis. The progressive increase of the DSC enthalpy for SW formulated systems indicates a possible pattern for specific interactions within the bio-based epoxy translated by adjusted activation energy. For 1% neat SW addition, the Ea values decreased to 46 kJ/mol in comparison with 53 kJ/mol calculated for neat epoxy. Furthermore, the -COOH groups from SW nanostructures exerted a strong influence over the mechanical performance of bio-epoxy networks, improving the crosslinking density with ~ 60% and twofold the storage modulus value. Accordingly, by gradual addition of SW-COOH filler within the ECO-based formulations, a very consistent behaviour in seawater was noted, with a 28% decreased value for the absorption degree.
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Affiliation(s)
- Mădălina Ioana Necolau
- Advanced Polymer Materials Group, National University of Science and Technology, Politehnica Bucharest 1-7 Gh. Polizu Street, 011061, Bucharest, Romania
| | - Iulia Nicoleta Radu
- Advanced Polymer Materials Group, National University of Science and Technology, Politehnica Bucharest 1-7 Gh. Polizu Street, 011061, Bucharest, Romania
| | - Brînduşa Bălănucă
- Advanced Polymer Materials Group, National University of Science and Technology, Politehnica Bucharest 1-7 Gh. Polizu Street, 011061, Bucharest, Romania
- Department of Organic Chemistry "C. Nenitescu, National University of Science and Technology, Politehnica Bucharest 1-7 Gh. Polizu Street, 011061, Bucharest, Romania
| | - Adriana Nicoleta Frone
- National Institute for Research & Development in Chemistry and Petrochemistry-ICECHIM, 202 Spl. Independentei, 060021, Bucharest, Romania
| | - Celina Maria Damian
- Advanced Polymer Materials Group, National University of Science and Technology, Politehnica Bucharest 1-7 Gh. Polizu Street, 011061, Bucharest, Romania.
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Chencheni A, Belkhiri S, Tarchoun AF, Abdelaziz A, Bessa W, Boucheffa Y, Trache D. Unravelling the thermal behavior and kinetics of unsaturated polyester resin supplemented with organo-nanoclay. RSC Adv 2024; 14:517-528. [PMID: 38173583 PMCID: PMC10759040 DOI: 10.1039/d3ra06076d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
The integration of nanoclays within polymeric systems to develop high-performance materials is an emerging research field that has garnered significant attention. In this context, an organically modified montmorillonite (OMMT) is utilized as a reinforcing agent for unsaturated polyester resin (UPR) with loads of 1%, 3%, and 5 wt%. The modification of montmorillonite nanoclay (MMT) using a quaternary ammonium compound is performed through an effective repetitive modification process under reflux conditions. The curing behavior of the unsaturated polyester resin containing organically modified clay catalyzed with methyl ethyl ketone peroxide (MEKP) initiator and promoted by cobalt naphthenate accelerator is investigated using dynamic differential scanning calorimetry (DSC) followed by kinetic analysis using isoconversional methods. The dynamic DSC curing curves showed a bimodal exothermic peak, where two independent reactions, namely, redox and thermal decomposition of the initiator occurred. In this study, novel insights into the curing reaction of the studied UPR and UPR/OMMT systems have been revealed through the application of the Trache-Abdelaziz-Siwani (TAS) and Sbirrazzuoli (VYA/CE) isoconversional methods. These methods have enabled the elucidation of the intricate mechanisms and phenomena that impact the curing reaction, including the dilution effect in the redox reaction and the diffusion phenomenon at the end of the thermal decomposition reaction. The incorporation of nanoclay into unsaturated polyester resin (UPR) resulted in a reduction in the activation energy for both the redox and thermal reactions. Specifically, the energetic barrier decreased from 93.85 and 101.58 kJ mol-1 for pristine UPR to 60.71 and 72.93 kJ mol-1 for UPR/OMMT-5 in the redox and thermal reactions, respectively. The addition of OMMT caused a significant decrease in the pre-exponential factor. The values of UPR/OMMT-5 were 2.75 × 105 and 5.50 × 106 for the redox and thermal decomposition reactions, respectively, compared to 1.41 × 1012 and 5.13 × 1013 for UPR. The thermogravimetric analysis demonstrated that UPR/OMMT systems were more stable than UPR.
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Affiliation(s)
- Ayoub Chencheni
- Energetic Propulsion Laboratory, Teaching and Research Unit of Energetic Processes, Ecole Militaire Polytechnique BP 17, Bordj El-Bahri Algiers 16046 Algeria
| | - Samir Belkhiri
- Energetic Propulsion Laboratory, Teaching and Research Unit of Energetic Processes, Ecole Militaire Polytechnique BP 17, Bordj El-Bahri Algiers 16046 Algeria
| | - Ahmed Fouzi Tarchoun
- Energetic Propulsion Laboratory, Teaching and Research Unit of Energetic Processes, Ecole Militaire Polytechnique BP 17, Bordj El-Bahri Algiers 16046 Algeria
| | - Amir Abdelaziz
- Energetic Materials Laboratory, Teaching and Research Unit of Energetic Processes, Ecole Militaire Polytechnique BP 17, Bordj El-Bahri Algiers 16046 Algeria
| | - Wissam Bessa
- Energetic Materials Laboratory, Teaching and Research Unit of Energetic Processes, Ecole Militaire Polytechnique BP 17, Bordj El-Bahri Algiers 16046 Algeria
| | - Youcef Boucheffa
- Faculty of Chemistry, University of Sciences and Technology Houari Boumediene Bab El-Zouar Algiers Algeria
| | - Djalal Trache
- Energetic Materials Laboratory, Teaching and Research Unit of Energetic Processes, Ecole Militaire Polytechnique BP 17, Bordj El-Bahri Algiers 16046 Algeria
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Meena R, Hashmi AW, Ahmad S, Iqbal F, Soni H, Meena A, Al-Kahtani AA, Pandit B, Kamyab H, Payal H, Yusuf M. Influence of fly ash on thermo-mechanical and mechanical behavior of injection molded polypropylene matrix composites. CHEMOSPHERE 2023; 343:140225. [PMID: 37742771 DOI: 10.1016/j.chemosphere.2023.140225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 09/09/2023] [Accepted: 09/18/2023] [Indexed: 09/26/2023]
Abstract
Polypropylene composites find widespread application in industries, including packaging, plastic parts, automotive, textiles, and specialized devices like living hinges known for their remarkable flexibility. This study focuses on the manufacturing of polypropylene composite specimens by incorporating varying weight percentages of fly ash particles with polypropylene using a twin-screw extruder and injection molding machine. The composites were comprehensively tested, evaluating tensile, compressive, and flexural strength, solid-state and polymer melt properties, modulus, damping, and thermal response. The findings reveal that the compressive strength of polypropylene increases up to 2 wt% of added fly ash particles and subsequently exhibits a slight decline. Tensile strength demonstrates an increase up to 1 wt% of fly ash, followed by a decrease with a 2 wt% addition, and then a subsequent increase. Flexural strength shows improvement up to 3 wt% fly ash addition before declining. The storage modulus curve is categorized into three regions: the glassy region (up to 0 °C), the glass transition region (0-50 °C), and the glass transition region of polypropylene (>50 °C), each corresponding to different molecular motions. Weight loss curves exhibit similar trends, indicating uniform pyrolysis behavior attributed to consistent chemical bonds. Plastic degradation commences around 440 °C and concludes near 550 °C. Additionally, elemental mapping of fly ash composition identified various elements such as O, Si, K, Mg, Ca, Cl, Na, P, Al, Fe, S, Cu, Ti, and Ni. These findings offer valuable insights into the mechanical and thermal properties of polypropylene composites reinforced with fly ash, rendering them suitable for a wide range of industrial applications necessitating strength and durability across temperature variations.
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Affiliation(s)
- Rajhans Meena
- Advanced Manufacturing and Mechatronics Lab, Department of Mechanical Engineering, Malaviya National Institute of Technology, Jaipur, 302017, India
| | - Abdul Wahab Hashmi
- Advanced Manufacturing and Mechatronics Lab, Department of Mechanical Engineering, Malaviya National Institute of Technology, Jaipur, 302017, India.
| | - Shadab Ahmad
- School of Mechanical Engineering, Shandong University of Technology, Zibo 255049, PR China
| | - Faiz Iqbal
- Mechanical Engineering Department, School of Engineering, University of Lincoln, England, UK
| | - Hargovind Soni
- Department of Mechanical Engineering, National Institute of Technology Delhi 110036, India
| | - Anoj Meena
- Advanced Manufacturing and Mechatronics Lab, Department of Mechanical Engineering, Malaviya National Institute of Technology, Jaipur, 302017, India
| | - Abdullah A Al-Kahtani
- Department of Chemistry, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Bidhan Pandit
- Department of Materials Science and Engineering and Chemical Engineering, Universidad Carlos III de Madrid, Avenida de la Universidad 30, Leganés, 28911 Madrid, Spain
| | - Hesam Kamyab
- Faculty of Architecture and Urbanism, UTE University, Calle Rumipamba S/N and Bourgeois, Quito, Ecuador; Department of Biomaterials, Saveetha Dental College and Hospital, Saveetha Institute of Medical and Technical Sciences, Chennai, 600 077, India; Process Systems Engineering Centre (PROSPECT), Faculty of Chemical and Energy Engineering, Faculty of Engineering, Universiti Teknologi Malaysia, Skudai, Johor, Malaysia
| | - Himanshu Payal
- Department of Mechanical Engineering, Sharda School of Engineering and Technology, Sharda University, India.
| | - Mohammad Yusuf
- Clean Energy Technologies Research Institute (CETRI), Process Systems Engineering, Faculty of Engineering and Applied Science, University of Regina, 3737 Wascana Parkway, Regina, SK S4S 0A2, Canada.
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