Composites Part B: Engineering最新文献

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Non-linearities in tensile behaviour of flax fibre bundles 亚麻纤维束拉伸性能的非线性
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-30 DOI: 10.1016/j.compositesb.2025.112955
K. Gogoli, F. Gehring, M. Moralès, C. Poilâne
{"title":"Non-linearities in tensile behaviour of flax fibre bundles","authors":"K. Gogoli,&nbsp;F. Gehring,&nbsp;M. Moralès,&nbsp;C. Poilâne","doi":"10.1016/j.compositesb.2025.112955","DOIUrl":"10.1016/j.compositesb.2025.112955","url":null,"abstract":"<div><div>This work focused on the mechanical behaviour of flax fibre bundles to understand their response to tensile testing. Flax bundles exhibit the same non-linear behaviour under mechanical stress as elementary fibres. Video recorded tests revealed that during tensile loading, fibre bundles undergo a coupling between tension and rotation. Three different scenarios were identified: pure tension, tension-torsion coupling to failure, and partial tension-torsion coupling ending before specimen failure. Elementary fibre decohesion was also observed during fibre bundle tensile tests. Overall, the tensile behaviour of fibre bundles is influenced by their initial morphology, especially the degree of twist, and the mechanical efficiency of the lamella between the elementary fibres (middle lamella). In addition, the influence of the geometric model used to represent the cross-section on the mechanical properties was investigated using circular and elliptical models. The results show a significant dependence on the geometrical model considered. Therefore, a standardised method for measuring the cross-sectional area of plant fibres is required to enable comparison of results from the literature.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112955"},"PeriodicalIF":14.2,"publicationDate":"2025-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145004807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation on energy dissipation characteristics and stress-strain relationship models of PVA fiber-oriented enhanced ECC under compressive and tensile loading 压缩与拉伸载荷下PVA纤维取向增强ECC的能量耗散特性及应力应变关系模型研究
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-29 DOI: 10.1016/j.compositesb.2025.112967
Hubiao Zhang , Shuling Gao
{"title":"Investigation on energy dissipation characteristics and stress-strain relationship models of PVA fiber-oriented enhanced ECC under compressive and tensile loading","authors":"Hubiao Zhang ,&nbsp;Shuling Gao","doi":"10.1016/j.compositesb.2025.112967","DOIUrl":"10.1016/j.compositesb.2025.112967","url":null,"abstract":"<div><div>To more accurately reveal the failure behavior of engineered cementitious composites (ECC), this study adopts a stress-strain relationship and energy evolution perspective, using uniaxial compression and tensile tests to explore the mechanical properties of ECC under different casting methods. The influence of PVA fiber orientation on ECC's strain hardening and failure process was analyzed, and stress-strain models were developed for different casting methods and fiber contents. The internal energy evolution was analyzed, and fiber orientation was quantitatively assessed using image analysis and CT measurements. Pore characteristics of ECC were evaluated through MIP and CT 3D reconstruction. Oriented samples showed higher tensile strain in the strain hardening stage, with the tensile strain of O2 increasing from 3.92 % in R2 to 5.18 %, compared to randomly cast specimens. Directed casting significantly improved compressive strength, energy release rate, and dissipation capacity, enhancing the tensile performance, elastic strain energy, and fracture energy of ECC. The stress-strain relationship model demonstrated a strong correlation, offering valuable insight for optimizing and applying ECC's performance in engineering. Furthermore, the fluorescent immersion method showed that the fiber inclination angles of oriented casting samples ranged from 20° to 40°, with an orientation factor of 0.85, compared to below 0.75 for randomly cast samples. CT scans confirmed that PVA fibers in oriented casting aligned with the tensile direction, significantly increasing in quantity. MIP analysis revealed that most PVA-ECC pores were smaller than 100 nm, primarily in gel and transition pores, with higher sphericity and more regular shapes.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112967"},"PeriodicalIF":14.2,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144922701","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Durability of FRP bars and FRP-reinforced concrete beams: A critical review of accelerated aging tests and performance insights FRP筋和FRP增强混凝土梁的耐久性:加速老化试验和性能见解的关键审查
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-29 DOI: 10.1016/j.compositesb.2025.112965
Junjie Zhang, Junlong Yang, Tao Yu
{"title":"Durability of FRP bars and FRP-reinforced concrete beams: A critical review of accelerated aging tests and performance insights","authors":"Junjie Zhang,&nbsp;Junlong Yang,&nbsp;Tao Yu","doi":"10.1016/j.compositesb.2025.112965","DOIUrl":"10.1016/j.compositesb.2025.112965","url":null,"abstract":"<div><div>The utilization of fiber-reinforced polymer (FRP) bars in concrete structures offers a promising solution to tackle the chloride-induced corrosion issues of steel reinforcement in concrete. Against this background, extensive research has been conducted on the durability of FRP bars at both material and component levels, aiming to promote the application of this high-performance structural material. This paper presents a comprehensive review on the accelerated aging tests (AAT) related to FRP bars, FRP bar-concrete bonded joints and FRP-reinforced concrete beams subjected to various environmental conditions (e.g., solution immersion, wet-dry cycles, freeze-thaw cycles, high temperature, UV radiation) and/or loading conditions (i.e., with and without sustained loads). Critical parameters influencing the durability issues are extensively discussed based on three databases that were collected by the authors containing over 15,200 test specimens. The findings indicated that the mechanical properties of FRP bars were particularly sensitive to direct solution immersion. A significant dispersion in the test results for bond strength, closely related to bar surface treatment, was observed compared to other mechanical properties of FRP bars. The coupled actions of environmental conditioning and sustained loading were found to have a significantly detrimental impact on the tensile strength of FRP bars, while sustained load tended to reduce the load capacity and overall behavior of FRP-reinforced concrete beams, regardless of exposure conditions. Based on the findings from the review, recommendations for future work are also proposed.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112965"},"PeriodicalIF":14.2,"publicationDate":"2025-08-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145045899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biomimetic swallow nest-inspired fabrics and derived multifunctional composite ceramics via orthogonal self-assembly and conformal modification strategies 仿生燕窝织物和通过正交自组装和保形修饰策略衍生的多功能复合陶瓷
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-28 DOI: 10.1016/j.compositesb.2025.112931
Shengjian Mao , Ying Yu , Zhichao Xue , Yipeng Guo , Wenyan Huang , Siqi Lan , Jiaxue Zhang , Kaiqi Chen , Xinqi Chen , Rongqian Yao
{"title":"Biomimetic swallow nest-inspired fabrics and derived multifunctional composite ceramics via orthogonal self-assembly and conformal modification strategies","authors":"Shengjian Mao ,&nbsp;Ying Yu ,&nbsp;Zhichao Xue ,&nbsp;Yipeng Guo ,&nbsp;Wenyan Huang ,&nbsp;Siqi Lan ,&nbsp;Jiaxue Zhang ,&nbsp;Kaiqi Chen ,&nbsp;Xinqi Chen ,&nbsp;Rongqian Yao","doi":"10.1016/j.compositesb.2025.112931","DOIUrl":"10.1016/j.compositesb.2025.112931","url":null,"abstract":"<div><div>Lightweight, heat-insulating fiber composites are highly sought after for aerospace applications, yet conventional manufacturing methods often depend on specialized feedstocks and complex spinning processes, limiting designability and multifunctionality. In this work, we present a molecular orthogonal self-assembly strategy for the energy-efficient and eco-friendly synthesis of COF&amp;HOF fibric materials. Through biomimetic design inspired by swallow's nest architectures, we fabricated advanced fabric composites via conformal coating modifications. When integrated with ablative coatings, these fabrics demonstrate exceptional dynamic thermal management capability, exhibiting minimal backside temperature rise (ΔT &lt; 82 °C) under butane flame exposure. Pyrolysis yields ultralight ceramics with remarkably low density (0.32 g/cm<sup>3</sup>) and thermal conductivity (162.0 mW·m<sup>−1</sup>·K<sup>−1</sup>), while high-temperature annealing induces the formation of 15R–SiC single-crystalline fibers. Furthermore, incorporation of refractory compounds enables in situ conversion into high-entropy ceramic composites, featuring ultralow density (0.39 g/cm<sup>3</sup>), superior thermal insulation (173.39 mW·m<sup>−1</sup>·K<sup>−1</sup>), and excellent electromagnetic wave absorption. Intriguingly, the ceramicization process triggers spontaneous hierarchical self-construction, generating nanostructures such as nanofibers, ribbons, spheres, and nanowires. This work establishes a sustainable paradigm for designing advanced artificial fabrics, high-entropy ceramics, and multifunctional composites with tailored properties for next-generation aerospace applications.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112931"},"PeriodicalIF":14.2,"publicationDate":"2025-08-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144926344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multifunctional carbon fiber reinforced alkali-activated composites: Performance stability under electrical current-induced thermal cycles 多功能碳纤维增强碱活化复合材料:在电流诱导热循环下的性能稳定性
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-27 DOI: 10.1016/j.compositesb.2025.112959
Xingyu Qu , Tong Guo , Jingming Cai , Yang Hu , Bo-Tao Huang , Jianzhong Liu , Tianyu Xie
{"title":"Multifunctional carbon fiber reinforced alkali-activated composites: Performance stability under electrical current-induced thermal cycles","authors":"Xingyu Qu ,&nbsp;Tong Guo ,&nbsp;Jingming Cai ,&nbsp;Yang Hu ,&nbsp;Bo-Tao Huang ,&nbsp;Jianzhong Liu ,&nbsp;Tianyu Xie","doi":"10.1016/j.compositesb.2025.112959","DOIUrl":"10.1016/j.compositesb.2025.112959","url":null,"abstract":"<div><div>With growing emphasis on sustainable and multifunctional construction materials, this study addresses the critical need for durable electrothermal composites by investigating the performance evolution of multifunctional carbon fiber reinforced alkali-activated composites (AAC). The electrothermal performance of the AAC was refined through the investigation of multiple parameters, including the carbon fiber (CF) dosages (0.1–1.0 vol%), fly ash to ground granulated blast furnace slag ratios, and sand incorporation on conductive network formation and long-term stability. Using comprehensive microstructural characterization techniques, the underlying mechanisms governing AAC performance are identified. The findings of this work reveal that: 1) Carbon fibers can enhance the mechanical properties of the composites by promoting the alkali-activated reaction; 2) Increasing the carbon fibers dosage shifts the dominant conduction mechanism of the composites from ionic to electronic, with a percolation threshold at 0.6 vol%. The newly developed equivalent circuit models precisely describe the electrochemical behavior of the composites; and 3) Uniform and stable heat generation can be realized through optimized ground granulated blast furnace slag content, electrode configuration, sand incorporation and moisture levels. The refined composites maintain consistent performance (∼43.3 °C) after self-heating cycles, demonstrating their potential for sustainable heating applications in building technologies.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112959"},"PeriodicalIF":14.2,"publicationDate":"2025-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144912979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Concrete-inspired closet packing designed Al-doped silica aerogel coatings for fireproof and thermal insulation protection 以混凝土为灵感的壁橱包装设计了掺铝二氧化硅气凝胶涂层,用于防火和隔热保护
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-26 DOI: 10.1016/j.compositesb.2025.112971
Yuming Zhang , Wenjian Lin , Cong Li , Xianzhang Dong
{"title":"Concrete-inspired closet packing designed Al-doped silica aerogel coatings for fireproof and thermal insulation protection","authors":"Yuming Zhang ,&nbsp;Wenjian Lin ,&nbsp;Cong Li ,&nbsp;Xianzhang Dong","doi":"10.1016/j.compositesb.2025.112971","DOIUrl":"10.1016/j.compositesb.2025.112971","url":null,"abstract":"<div><div>Modern civil and industrial fire protection applications demand increasingly rigorous performance standards for thermal insulation materials. While aerogel-based coatings have emerged as promising candidates in recent years, their effectiveness remains constrained by limited aerogel loading capacities, which fundamentally restricts their thermal insulation performance. Here, we fabricate an Al-doped silica aerogel coating inspired by the closet packing design of concrete. The result coatings’ aerogel content could up to 95 %–98 %, which is far beyond the present reported works. Besides, the coating showed ultra-lightweight property (263.36 ± 4.56 mg/cm<sup>3</sup>), outstanding thermal insulation performance (29.75 mW m<sup>−1</sup> K<sup>−1</sup> at 25 °C, 168.97 mW m<sup>−1</sup> K<sup>−1</sup> at 1000 °C), and could work at 800 °C for long-term with backside temperature 258 °C (4 mm thickness). Meanwhile, the result coating showed super fire retardant compared to commercial aerogel coating and fire intumescent coating. This large aerogel content coating with excellent fireproof performance can perfectly match the advanced fire protection requirements, and provide an idea for improving thermal insulation performance of coatings.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"307 ","pages":"Article 112971"},"PeriodicalIF":14.2,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144907378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Graphene nanoplatelets and chemical crosslinker enhanced water-based polyurethane elastomer nanocomposites 石墨烯纳米片和化学交联剂增强水性聚氨酯弹性体纳米复合材料
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-26 DOI: 10.1016/j.compositesb.2025.112954
Christian N. Nwosu , Maria Iliut , Perpetual Eze-Idehen , Constantinos Soutis , Aravind Vijayaraghavan
{"title":"Graphene nanoplatelets and chemical crosslinker enhanced water-based polyurethane elastomer nanocomposites","authors":"Christian N. Nwosu ,&nbsp;Maria Iliut ,&nbsp;Perpetual Eze-Idehen ,&nbsp;Constantinos Soutis ,&nbsp;Aravind Vijayaraghavan","doi":"10.1016/j.compositesb.2025.112954","DOIUrl":"10.1016/j.compositesb.2025.112954","url":null,"abstract":"<div><div>In this work, graphene nanoplatelets (GNP) and water-based crosslinker (WCL) were systematically employed to reinforce water-based polyurethane (WPU) matrix, offering strong enhancement in mechanical and thermal properties. It should be noted that unfunctionalised GNP as used in this study is known to be incompatible with water-based systems. Therefore, dispersing GNP in water-based elastomers (WBE) such as WPU was one of the problems addressed in this work by employing a novel water-bath technology. In addition, WCL was synergistically employed with GNP for the first time as a reinforcement in WPU. The research presents robust enhancement in mechanical properties realised through thorough static and dynamic mechanical analysis. With GNP/WPU and GNP/WPU/WCL nanocomposites achieving ∼13–25 % and ∼2.5–fold enhancement in modulus respectively across loadings of 0.05–1 wt% at low-strain, which is extremely crucial for high-performing elastomers. Interestingly, the effective toughening in mechanical properties achieved via GNP-alone was realised without loss in elongation, contrary to the result obtained for WCL-infused nanocomposites. As the unfunctionalised GNP showed only a slight crosslinking effect, in contrast to the huge crosslinking observed for the WCL-infused nanocomposites. Hence, the GNP-alone reinforced nanocomposites appear to offer effective recycling potential over those of WCL-infused nanocomposites, which is highly desirable for sustainable industrial applications. Understandably, through detailed analysis undertaken in this investigation employing state-of-the-art techniques such as Raman spectroscopy and scanning electron microscopy (SEM), this work has provided in-depth knowledge on the interaction of GNP and WCL with the WPU matrix. As well as their effects on elastomeric nanocomposites fracture-mechanisms, and structure-property relationship, which are desirable for wide-scale industrial applications.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112954"},"PeriodicalIF":14.2,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144922700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ferroconcrete-inspired design of a robust and efficient flame-retardant cellulose composite for fire prevention 钢筋混凝土启发设计的坚固和有效的防火阻燃纤维素复合材料
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-26 DOI: 10.1016/j.compositesb.2025.112966
Ming Li , Xialian Xiao , Shuang Liu , Yibao Li , Bin Wang , Yali Li
{"title":"Ferroconcrete-inspired design of a robust and efficient flame-retardant cellulose composite for fire prevention","authors":"Ming Li ,&nbsp;Xialian Xiao ,&nbsp;Shuang Liu ,&nbsp;Yibao Li ,&nbsp;Bin Wang ,&nbsp;Yali Li","doi":"10.1016/j.compositesb.2025.112966","DOIUrl":"10.1016/j.compositesb.2025.112966","url":null,"abstract":"<div><div>The development of efficient flame-retardant cellulose-based materials has garnered significant research interest. Inspired by reinforced concrete, a robust and efficient flame-retardant modified cellulose-based composite for fire prevention was developed. The material consists of oriented cellulose fibers in bamboo as the ‘reinforcing steel’ and impregnated ammonium polyphosphate (APP) and polyethyleneimine (PEI) containing epichlorohydrin (ECH) as the ‘concrete’, which are tightly bonded together by multiple interactions under hot-pressing. Compared to the baseline PBA material, the PBA-P<sub>3</sub>N composite exhibited a 112.8 % increase in tensile stress, reaching 247.1 MPa, and a 77.7 % increase in strain, achieving 13.2 %. The limiting oxygen index (LOI) of the composite reached 46.9 %. The peak heat release rate (pHRR) and total heat release (THR) values of the composite were 97.0 kW/m<sup>2</sup> and 8.8 MJ/m<sup>2</sup> respectively, which were reduced by 64.0 % and 45.9 %. The functional composite could still show self-extinguishing properties after being kept in the flame for 40 s. Under flame attack, the flame-retardant composite was capable of protecting underlying flammable materials for up to 15 s. The developed flame-retardant material exhibits excellent fire resistance and holds promise for application in specialized environments to enhance the fire safety of flammable products.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112966"},"PeriodicalIF":14.2,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144920311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep learning-based thermal motion estimation and lay-up reconstruction framework towards machine-independent real-time AFP process monitoring and inspection 基于深度学习的热运动估计和分层重建框架,实现与机器无关的AFP过程实时监测和检测
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-26 DOI: 10.1016/j.compositesb.2025.112951
Muhammed Zemzemoglu, Mustafa Unel
{"title":"Deep learning-based thermal motion estimation and lay-up reconstruction framework towards machine-independent real-time AFP process monitoring and inspection","authors":"Muhammed Zemzemoglu,&nbsp;Mustafa Unel","doi":"10.1016/j.compositesb.2025.112951","DOIUrl":"10.1016/j.compositesb.2025.112951","url":null,"abstract":"<div><div>Automated Fiber Placement (AFP) continues to advance composite manufacturing, yet real-world throughput and quality assurance remain constrained by labor-intensive inspection and the absence of automated, in-situ monitoring solutions. Existing methods are partial–confined to local, frame-level analysis lacking global motion context required for comprehensive lay-up inspection, or reliant on machine-coupled data that introduces synchronization errors and hinders generalizability. We present a novel, machine-independent framework for real-time, motion-aware AFP monitoring and inspection. We introduce ThermoRAFT-AFP, a custom deep learning-based motion estimation core, tailored with AFP-specific augmentations and process-aware runtime optimizations to enable stable and precise thermal flow tracking. These estimates power a two-stage reconstruction pipeline that first stitches course-wise thermal mosaics, then assembles them into ply-level, high-fidelity, and interpretable laminate visualizations–recovering global motion context. We validate the framework on a large-scale, diverse AFP thermal dataset comprising over 13,000 frames with varying lay-up conditions, speed profiles, and defect types. A comprehensive analysis of motion accuracy, runtime efficiency, and deployment robustness shows that ThermoRAFT-AFP achieves state-of-the-art subpixel accuracy with a mean RMSE below 5<!--> <!-->mm/s and relative cumulative drift under 0.1%, all while operating at 25<!--> <!-->fps on a commodity CPU. The system maintains robust performance under severe thermal noise and reliably generalizes across diverse process conditions. Qualitative evaluation against realistic AFP case studies highlights the framework’s capabilities for thermal anomaly visualization and tracking, inter-layer thermal behavior propagation analysis, and enabling operator-informed decision-making. These findings establish a reliable foundation for next-generation intelligent AFP process monitoring and quality inspection systems.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112951"},"PeriodicalIF":14.2,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144908949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tuning the carbon nanotube conductive network in PLA-based immiscible blends via stereocomplex crystallization 用立体配合物结晶法调谐pla基非混相共混物中的碳纳米管导电网络
IF 14.2 1区 材料科学
Composites Part B: Engineering Pub Date : 2025-08-26 DOI: 10.1016/j.compositesb.2025.112973
Hamid Ahmadi , Hossein Nazockdast , Zahed Ahmadi , Patrick D. Anderson , Ruth Cardinaels
{"title":"Tuning the carbon nanotube conductive network in PLA-based immiscible blends via stereocomplex crystallization","authors":"Hamid Ahmadi ,&nbsp;Hossein Nazockdast ,&nbsp;Zahed Ahmadi ,&nbsp;Patrick D. Anderson ,&nbsp;Ruth Cardinaels","doi":"10.1016/j.compositesb.2025.112973","DOIUrl":"10.1016/j.compositesb.2025.112973","url":null,"abstract":"<div><div>Crystallization-induced segregation of nanoparticles and selective nanoparticle localization in immiscible polymer blends with cocontinuous morphology are effective strategies to control the distribution of conductive fillers to increase electrical conductivity with minimal filler content. In this research, stereocomplex crystallization and double percolation of nanoparticles are combined in 50/50 (PLLA/PDLA)/PVDF blends filled with 0.1–1.6 wt% carbon nanotubes (MWNTs) to achieve high electrical conductivity and electromagnetic shielding performance. During melt crystallization, spherulite-shaped homocrystals form in the 50/50 PLLA/PDLA phase leading to a primary segregated structure with the MWNT nanoparticles localized in the PLA phase. The generated homocrystals are then reformed into stereocomplex crystals upon annealing at elevated temperatures. Thus, a refined segregation of the MWNTs is achieved forming a conductive pathway via enhanced volume exclusion. The SC crystals formed through melting and recrystallization of homocrystals at a high temperature, where there is enough chain mobility, can effectively compact the segregated network which enhances the electrical conductivity and electromagnetic shielding performance. As a consequence, the electromagnetic shielding effectiveness of this sample is double that of samples re-crystallized at a lower crystallization temperature. The different mechanisms at play are analyzed using a range of techniques including differential scanning calorimetry, X-ray diffraction, and microscopy observations. This research demonstrates that stereocomplex crystallization via homo-recrystallization in PLA-based blends can be used as a novel approach to fabricate high-performance conductive and EM shielding composites by exploiting phase morphology and crystallization.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"308 ","pages":"Article 112973"},"PeriodicalIF":14.2,"publicationDate":"2025-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144922694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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