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Synthesis of low thermally curable benzoxazine resins 低热固化苯并恶嗪树脂的合成
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-10 DOI: 10.1007/s10965-025-04670-z
Mahmoud A. Abdelkawy, Thorya A. El-Debaby, Ali H. Gemaey

A novel naphthoxazine monomer and its corresponding polybenzoxazine thermoset were synthesized from 2-naphthol and 2-aminoterphthalic acid. The chemical structures were confirmed using FTIR and NMR spectroscopy. Differential scanning calorimetry (DSC) revealed that thermal ring-opening polymerization occurred at approximately 180 °C without the use of an external catalyst, facilitated by the presence of carboxylic acid groups. The polymerization kinetics were examined using time-resolved 1H-NMR spectroscopy, and the curing behavior was further analyzed using FTIR and DSC measurements. Thermogravimetric analysis (TGA) demonstrated the excellent thermal stability of the cured thermoset, showing 5% and 10% weight losses at 360 °C and 414 °C, respectively, with a char yield of 9% at 700 °C. Comparative analysis with unsubstituted naphthoxazine analogs revealed a marked enhancement in thermal stability, attributed to the synergistic effect of the rigid naphthalene backbone and the dicarboxylic acid functionalities. This combination makes the resin a better option for high-performance thermosets by producing noticeably higher decomposition temperatures and enhanced thermal resistance. 

以2-萘酚和2-氨基对苯二甲酸为原料,合成了一种新型萘恶嗪单体及其对应的聚苯并恶嗪热固性化合物。化学结构用FTIR和NMR进行了确证。差示扫描量热法(DSC)表明,在不使用外部催化剂的情况下,热开环聚合发生在180℃左右,羧酸基的存在促进了热开环聚合的发生。采用时间分辨1H-NMR对聚合动力学进行了研究,并用FTIR和DSC进一步分析了固化行为。热重分析(TGA)表明,固化后的热固性材料具有优异的热稳定性,在360°C和414°C时分别失重5%和10%,700°C时炭收率为9%。与未取代萘嘧啶类似物的比较分析表明,由于刚性萘骨架和二羧酸官能团的协同作用,热稳定性显著提高。这种组合通过产生显着更高的分解温度和增强的热阻,使树脂成为高性能热固性树脂的更好选择。
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引用次数: 0
Study of the process of polymerization of epichlorohydrin with amino compounds 环氧氯丙烷与氨基化合物聚合过程的研究
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-08 DOI: 10.1007/s10965-025-04669-6
Abdugani Azimov, Aidarbek Bolysbek, Gani Iztleuov, Shavkat Shirinov, Abdulakhat Jalilov

This study investigates the synthesis and characterization of novel hydrogels based on hydrolyzed polyacrylonitrile (HPAN) and epichlorohydrin (ECH), aimed at enhancing water retention in soil and supporting controlled sorption of aqueous contaminants. The hydrogels were prepared via a batch reaction in an aqueous medium at 70 °C, employing three different amine crosslinkers (monoethanolamine, diethanolamine, and triethylenepentamine) to explore the effects of branching and network structure on material properties. Characterization by Fourier-transform infrared spectroscopy (FTIR) confirmed the formation of covalent bonds between ECH and amine groups, while scanning electron microscopy (SEM) revealed porous morphologies whose size and distribution depended on the type of amine. Equilibrium swelling capacities ranged from 370 ± 10% for HPAN-MEA to 4.85 ± 0.12 g/g for HPAN-TEPA, with kinetic measurements showing that 90% of maximum swelling was reached within 20–30 min, indicating rapid water uptake relevant for irrigation applications. Mechanical testing indicated that all hydrogels maintained elasticity under up to 80% compression, with modulus values increasing with crosslinker branching. Preliminary biocompatibility assessment via seed germination tests showed no significant toxicity, and residual ECH content was below 0.01%, suggesting environmental safety. Comparative analysis with other crosslinkers demonstrated superior swelling, porosity (78 ± 5%), and low density (0.86 ± 0.03 g/cm³) for ECH-based hydrogels. Furthermore, HPAN-TEPA hydrogels exhibited sorption capacities toward Cu²⁺ ions up to 128 ± 6 mg/g and maintained over 92% functionality after five swelling–drying cycles, indicating good stability and recyclability. Cost and performance benchmarking suggest that these hydrogels are competitive with commercial polyacrylate-based superabsorbents while offering tunable properties through selection of amine crosslinkers. These results provide a foundation for the design of HPAN–ECH hydrogels with tailored sorption and swelling behavior, highlighting their potential for agricultural water management and environmental remediation, while acknowledging the need for further studies on large-scale application, long-term durability, and comprehensive biodegradability.

本文研究了以水解聚丙烯腈(HPAN)和环氧氯丙烷(ECH)为基材的新型水凝胶的合成和表征,以增强土壤保水能力和支持对含水污染物的控制吸附。采用三种不同的胺类交联剂(单乙醇胺、二乙醇胺和三乙基戊二胺),在70℃的水介质中进行间歇反应制备水凝胶,探讨支链和网络结构对材料性能的影响。傅里叶红外光谱(FTIR)表征证实了ECH与胺基之间形成共价键,而扫描电镜(SEM)显示了多孔形态,其大小和分布取决于胺的类型。HPAN-MEA的平衡溶胀能力从370±10%到HPAN-TEPA的4.85±0.12 g/g不等,动力学测量显示,在20-30分钟内达到最大溶胀量的90%,表明快速吸水与灌溉应用有关。力学测试表明,所有水凝胶在高达80%的压缩下都保持弹性,模量值随着交联剂的分支而增加。通过种子萌发试验进行初步生物相容性评价,无明显毒性,残留ECH含量低于0.01%,环境安全。与其他交联剂的对比分析表明,echh基水凝胶具有较好的溶胀性、孔隙率(78±5%)和低密度(0.86±0.03 g/cm³)。此外,HPAN-TEPA水凝胶对Cu 2 +离子的吸附能力高达128±6 mg/g,并且在5次膨胀干燥循环后保持了92%以上的功能,具有良好的稳定性和可回收性。成本和性能基准测试表明,这些水凝胶与商业聚丙烯酸酯为基础的高吸水性具有竞争力,同时通过选择胺交联剂提供可调的性能。这些结果为设计具有定制吸附和膨胀行为的HPAN-ECH水凝胶提供了基础,突出了其在农业水资源管理和环境修复方面的潜力,同时认识到需要进一步研究大规模应用,长期耐用性和综合生物降解性。
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引用次数: 0
Preparation and properties of CO2-based cyclic carbonate reinforced epoxy resin composites co2基环碳酸盐增强环氧树脂复合材料的制备及性能研究
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-08 DOI: 10.1007/s10965-025-04703-7
Xiaoyun Li, Zhen Wang, Junwei Wang, Yingan Zhang, Maoqing Kang, Qifeng Li, Yuhua Zhao, Huanting Li

Bifunctional reactive cyclic carbonate compounds were synthesized and introduced into the epoxy system acting as diluting plasticizer and toughening agent to improve their plasticity and flexibility. Effects of content and structure of cyclic carbonates on the processibility, mechanical performances and thermal properties of the materials were investigated. An impressive improvement in viscosity reduction and mechanical performances is observed by loading of cyclic carbonate. The modified epoxy resin composites exhibit a significant enhancement in mechanical properties at a 30 wt% loading of cyclic carbonate with the tensile strength 170.6% higher than the original resin and 23.9% improvement in the flexural strength. The enhancement in material performance can be attributed to a combination of factors: the presence of soft segments, hydrogen bonding interactions, decrease in crosslinking density, and the plasticizing effect of unreacted components. Moreover, the thermal properties like degradation temperature, Tg temperature and thermo-mechanical properties of epoxy resin composites were also affected by the introduction of cyclic carbonate.

合成了双官能团活性环碳酸盐化合物,并将其作为稀释增塑剂和增韧剂引入环氧体系中,以提高其塑性和柔韧性。研究了环状碳酸盐的含量和结构对材料工艺性、力学性能和热性能的影响。通过加载环状碳酸盐,观察到粘度降低和机械性能的显著改善。改性后的环氧树脂复合材料在循环碳酸盐载荷为30wt %时力学性能显著提高,抗拉强度比原树脂提高170.6%,抗折强度提高23.9%。材料性能的增强可归因于多种因素的组合:软段的存在、氢键相互作用、交联密度的降低以及未反应组分的塑化作用。此外,环氧树脂复合材料的热性能如降解温度、Tg温度和热力学性能也受到了环碳酸盐的影响。
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引用次数: 0
Polydopamine modified carbon nanotubes enhance bio-based composite phase change materials 聚多巴胺修饰的碳纳米管增强了生物基复合相变材料
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-08 DOI: 10.1007/s10965-025-04694-5
Jiangfeng Luo, Peiyuan Li, Jianxiong Wang, Zhiyu Wang, Honglin Zheng, Shuolei Ma, Weihong Guo, Jikui Wang

Phase change materials (PCMs) hold tremendous potential in sustainable energy utilization, with green preparation and efficient application emerging as key research hotspots in this field. However, PCMs face two persistent challenges in practical use: liquid leakage when temperatures exceed the melting point, and the inherently low thermal conductivity of PCMs. Therefore, we prepared a shape-stable SA/PEG/PDA@CNTs (SPC) composite phase change material using bio-based sodium alginate (SA) as the carrier material, polyethylene glycol (PEG) as the phase change component, and polydopamine (PDA)-modified carbon nanotubes (CNTs) as the functional filler. The results indicate that SPC2 possesses a high phase-change energy storage density, with a melting enthalpy of 137.8 J/g. The introduction of PDA-modified CNTs (PDA@CNTs) significantly improved the thermal conductivity of SPC2, increasing its thermal conductivity by 108%. Meanwhile, PDA@CNTs endow SPC2 with photothermal conversion capability, achieving a photothermal conversion efficiency of 88.4%. Therefore, composite phase change materials designed using this method have advantages such as environmental friendliness, low cost, and excellent thermal performance. Furthermore, this material has promising application prospects in fields such as solar energy utilization, industrial waste heat recovery, and thermal management of electronic devices.

相变材料在能源可持续利用方面具有巨大潜力,绿色制备和高效应用已成为该领域的重点研究热点。然而,pcm在实际应用中面临两个持续的挑战:当温度超过熔点时液体泄漏,以及pcm固有的低导热性。因此,我们以生物基海藻酸钠(SA)为载体材料,聚乙二醇(PEG)为相变组分,聚多巴胺(PDA)修饰的碳纳米管(CNTs)为功能填料,制备了形状稳定的SA/PEG/PDA@CNTs (SPC)复合相变材料。结果表明,SPC2具有较高的相变储能密度,熔融焓为137.8 J/g。引入pda修饰的CNTs (PDA@CNTs)显著提高了SPC2的导热系数,使其导热系数提高了108%。同时,PDA@CNTs赋予SPC2光热转换能力,实现了88.4%的光热转换效率。因此,利用该方法设计的复合相变材料具有环境友好、成本低、热工性能优异等优点。此外,该材料在太阳能利用、工业余热回收、电子器件热管理等领域具有广阔的应用前景。
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引用次数: 0
Molecular-level surface modification of TiO₂ nanostructures with stearic acid for enhanced polypropylene nanocomposite performance 硬脂酸对二氧化钛纳米结构进行分子水平表面改性以增强聚丙烯纳米复合材料性能
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-08 DOI: 10.1007/s10965-025-04689-2
Fatma Zohra Benabid, Samir Kridi, Oum Keltoum Mallem, Foued Zouai, Mohammad Ehtisham Khan, Syed Kashif Ali, Wahid Ali, Anwar Ulla Khan, Mohd Imran, Akbar Mohammad, Abdulrahman Khamaj

This study explores a surface functionalization approach using stearic acid to enhance the performance of polypropylene (PP)-based nanocomposites reinforced with titanium dioxide (TiO₂) nanostructures. Both untreated and stearic acid-treated TiO₂ were incorporated into the PP matrix to systematically investigate their influence on the multifunctional properties of the composites. Comprehensive characterization was carried out to assess the effects of surface treatment on structural, morphological, electrical, and mechanical behaviors. Fourier Transform Infrared (FTIR), and X-ray Diffraction (XRD) analyses confirmed the successful surface modification of TiO₂ and its influence on the crystalline structure of the polymer matrix. Atomic Force Microscopy (AFM) and Scanning Electron Microscopy (SEM) observations revealed improved nanoparticle dispersion, reduced agglomeration, and enhanced interfacial compatibility in composites containing treated TiO₂. Electrical conductivity measurements showed significant enhancement with increasing TiO₂ content, particularly in treated systems, due to better nanoparticle distribution. Rheological and impact resistance analyses indicated that surface-modified TiO₂ preserved flow properties at low filler content and improved toughness at higher loadings. These results demonstrate that stearic acid-modified TiO₂ can serve as an effective strategy for improving the multifunctionality of PP-based nanocomposites.

本研究探索了硬脂酸的表面功能化方法,以提高二氧化钛纳米结构增强聚丙烯基纳米复合材料的性能。将未经处理的和经过硬脂酸处理的TiO 2掺入PP基体中,系统地研究了它们对复合材料多功能性能的影响。进行了综合表征,以评估表面处理对结构,形态,电学和力学行为的影响。傅里叶变换红外(FTIR)和x射线衍射(XRD)分析证实了tio2表面改性的成功及其对聚合物基体晶体结构的影响。原子力显微镜(AFM)和扫描电子显微镜(SEM)的观察结果表明,纳米颗粒分散改善,团聚减少,界面相容性增强。电导率测量显示,随着tio2含量的增加,特别是在处理过的体系中,由于纳米颗粒分布更好,电导率显著增强。流变学和抗冲击性分析表明,表面改性的TiO 2在低填料含量下保持了流动性能,在高负荷下提高了韧性。这些结果表明,硬脂酸修饰的二氧化钛可以作为提高pp基纳米复合材料多功能性的有效策略。
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引用次数: 0
Preparation and properties of lightweight UV-resistant polypropylene composites using TBT modified HGB in conjunction with TiO2 TBT改性HGB - TiO2轻质抗紫外聚丙烯复合材料的制备及性能研究
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-04 DOI: 10.1007/s10965-025-04696-3
Guxia Wang, Haohao Li, Yipeng Li, Liyang Ding, Yakun Lan, Dan Li, Shengwei Guo

Addressing the technological challenges in the automotive industry concerning energy consumption, environmental protection, aging susceptibility, and safety, this study focuses on the lightweighting and UV-resistant modification of polypropylene (PP)-the most widely used and highest-volume polymeric material in automotive plastics. Such design holds critical significance for the green transformation of the automotive industry. The research employs hollow glass beads (HGB) and titanium dioxide (TiO2) as functional fillers, and successfully develops a novel PP-based composite material through surface grafting modification of HGB using tetrabutyl titanate (TBT). The results indicate that the coupling agent TBT uniformly coated the surface of HGB via chemical bonding, significantly enhancing the interfacial interaction between the filler and the PP matrix, thereby laying the foundation for improved mechanical properties of the material. The self-lubricating effect of TiO2 effectively reduces intermolecular friction within the system, elevating the MFR of the composite material to 15.43 g/10min, thus significantly improving its processability. After undergoing 100 h of artificial accelerated hygrothermal aging tests, pure PP specimens exhibit obvious cracking and performance degradation, whereas the PP/TBT-HGB/TiO2 (0.50 wt%) composite material shows no visible surface cracks and maintains excellent mechanical property retention, with a flexural strength of 59.54 MPa, flexural modulus of 1842 MPa, tensile strength of 35.24 MPa, impact strength of 23.58 kJ/m2, and a reduced density of 0.886 g/cm3. Compared to traditional PP materials, this composite material not only meets the lightweighting demands of the automotive industry but also enhances weather resistance through the synergistic UV-resistant effect of TiO2. Its balance of low density and excellent mechanical properties demonstrates significant engineering application advantages in terms of achieving carbon neutrality goals and optimizing overall performance.

针对汽车工业在能源消耗、环境保护、老化敏感性和安全性方面的技术挑战,本研究重点研究了聚丙烯(PP)的轻量化和抗紫外线改性。聚丙烯是汽车塑料中应用最广泛、体积最大的聚合物材料。这种设计对于汽车行业的绿色转型具有重要意义。本研究以中空玻璃微珠(HGB)和二氧化钛(TiO2)为功能填料,利用钛酸四丁酯(TBT)对HGB进行表面接枝改性,成功开发出一种新型pp基复合材料。结果表明,偶联剂TBT通过化学键作用均匀地包覆在HGB表面,显著增强了填料与PP基体之间的界面相互作用,为提高材料的力学性能奠定了基础。TiO2的自润滑作用有效降低了体系内的分子间摩擦,使复合材料的MFR达到15.43 g/10min,显著提高了复合材料的可加工性。经过100 h人工加速湿热老化试验后,纯PP试样出现明显的开裂和性能退化,而PP/TBT-HGB/TiO2 (0.50 wt%)复合材料表面无明显裂纹,力学性能保持良好,抗弯强度为59.54 MPa,抗弯模量为1842 MPa,抗拉强度为35.24 MPa,冲击强度为23.58 kJ/m2,密度降低0.886 g/cm3。与传统PP材料相比,该复合材料不仅满足了汽车行业的轻量化需求,还通过TiO2的协同抗紫外线作用增强了耐候性。其低密度和优异力学性能的平衡在实现碳中和目标和优化整体性能方面具有显著的工程应用优势。
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引用次数: 0
Extraction of cellulose nanocrystals using acid-periodate sequential processing from furfural residue 酸-高碘酸序法从糠醛渣中提取纤维素纳米晶
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-03 DOI: 10.1007/s10965-025-04688-3
Lianzheng Li, Shengwei Chen, Xiaoyi Chen, Bo Cui, Qiang He, Donghua Jiang, Dongwei Shao

Furfural residue (FR), a major lignocellulosic byproduct of industrial furfural production, poses significant environmental challenges due to its disposal via landfilling or incineration. To valorize this underutilized resource, this study presented a sequential acid-periodate approach for extracting dialdehyde-functionalized cellulose nanocrystals (FR-DCNC) from FR. The process initiates with efficient delignification using formic acid/hydrogen peroxide (FA/H2O2) pretreatment, yielding purified cellulose (FR-C) with minimal lignin content. Subsequent sulfuric acid hydrolysis liberated cellulose nanocrystals, which were selectively oxidized by sodium periodate to introduce aldehyde functionalities via C2-C3 bond cleavage. Comprehensive characterization revealed that FR-DCNC exhibited high crystallinity (78.6%), a rod-like morphology (diameter = 12.6 nm), and an exceptionally high specific surface area (289 m2/g). FTIR confirmed successful dialdehyde formation while thermogravimetric analysis demonstrated enhanced thermal stability (Tmax=221 °C) compared to raw FR. The introduced aldehyde groups (2.6 mmol/g) endow FR-DCNC with high surface reactivity for advanced applications in polymer composites, adsorption, and functional materials. This work establishes a sustainable pathway to transform industrial biowaste into high-value functional nanomaterials, aligning with circular economy principles.

糠醛渣(FR)是工业糠醛生产的主要木质纤维素副产品,由于其通过填埋或焚烧处理,对环境造成了重大挑战。为了充分利用这一未充分利用的资源,本研究提出了一种顺序酸-高酸盐方法,从纤维素中提取二醛功能化纤维素纳米晶体(FR- dcnc)。该过程首先使用甲酸/过氧化氢(FA/H2O2)预处理进行有效的脱木质素作用,得到木质素含量最低的纯化纤维素(FR- c)。随后硫酸水解释放纤维素纳米晶体,高碘酸钠选择性氧化纤维素纳米晶体,通过C2-C3键裂解引入醛类官能团。综合表征表明,FR-DCNC具有高结晶度(78.6%),棒状形貌(直径= 12.6 nm)和极高的比表面积(289 m2/g)。FTIR证实了双醛的成功生成,而热重分析表明,与原料FR相比,其热稳定性(Tmax=221°C)得到了增强。引入的醛基(2.6 mmol/g)赋予FR- dcnc高表面反应性,可用于聚合物复合材料、吸附和功能材料。这项工作建立了一条可持续的途径,将工业生物废物转化为高价值的功能纳米材料,符合循环经济原则。
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引用次数: 0
Effects of UD and twill flax reinforcements in the mechanical properties of interlaminar hybrid flax/jute composites UD和斜纹亚麻增强剂对层间混杂亚麻/黄麻复合材料力学性能的影响
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-03 DOI: 10.1007/s10965-025-04698-1
R. A. A. Junior, H. F. M. de Queiroz, M. D. Banea

The growing demand for sustainable materials with competitive performance drives research into natural fiber-reinforced composites, a promising alternative to synthetics. Optimizing their properties and expanding applications depend on various factors, such as reinforcement configurations and architectures. Thus, investigating hybrid composites combining jute and flax is strategic for advancing composite materials knowledge and offering solutions to engineering challenges. This study examines the effects of unidirectional (UD) and twill flax reinforcements on the mechanical properties of interlaminated jute/flax hybrids produced by compression molding. Composites were developed with a fixed core of five layers of bidirectional jute fabric, symmetrically covered by one to three external UD or twill flax layers. The influence of flax fabric architecture and number of external layers was assessed by tensile, flexural, and impact tests using a neat jute composite as reference. Results showed that both fabric architecture and number of layers significantly affected mechanical properties. Tensile strength and stiffness increased nearly monotonically with more flax layers. Flexural tests revealed substantial improvements, with a plateau between two and three layers. Under impact, all hybrids outperformed neat jute, with three-layer samples achieving the best results. Overall, hybrids reinforced with UD flax exhibited superior performance across all properties. These findings highlight flax reinforcement’s potential to enhance natural fiber composites for diverse applications.

对具有竞争力性能的可持续材料日益增长的需求推动了对天然纤维增强复合材料的研究,这是一种有前途的合成材料替代品。优化其性能和扩展应用取决于各种因素,例如加固配置和架构。因此,研究结合黄麻和亚麻的混合复合材料是推进复合材料知识和为工程挑战提供解决方案的战略。本文研究了单向增强纤维和斜纹增强纤维对压缩成型黄麻/亚麻复合材料力学性能的影响。复合材料由五层双向黄麻织物的固定核心组成,对称地覆盖一到三层外部UD或斜纹亚麻层。以纯黄麻复合材料为参照,通过拉伸、弯曲和冲击试验来评估亚麻织物结构和外层数量的影响。结果表明,织物结构和层数对其力学性能有显著影响。随着亚麻层数的增加,抗拉强度和刚度几乎单调增加。弯曲测试显示了实质性的改进,在两层和三层之间有一个平台。在冲击下,所有杂交种的表现都优于纯黄麻,其中三层样品的效果最好。总的来说,用UD亚麻增强的杂交种在所有性能上都表现出优异的性能。这些发现突出了亚麻增强剂在增强天然纤维复合材料的多种应用方面的潜力。
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引用次数: 0
Machine learning-based predictive analysis and characterisation of functional group development and shade depth in esterase-modified polyester 基于机器学习的预测分析和表征酯酶改性聚酯中官能团的发展和阴影深度
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-03 DOI: 10.1007/s10965-025-04692-7
Sumit Chetal, J. N. Chakraborty, Anilkumar Yadav

Polyester, the most widely used synthetic fibre, has been challenging to dye sustainably with its hydrophobic surface and low reactivity, necessitating energy- and resource-intensive high-temperature high-pressure (HTHP) dyeing processes. Enzymatic surface modification with esterase was investigated as a green method to enhance the dyeability of polyester with reactive dyes. Development of -OH and -COOH groups was successfully confirmed by FTIR. A machine learning model, Extreme Gradient Boosting (XGBoost), was trained to predict the concentrations of -OH and -COOH groups (in mmol/g) and the color strength (K/S value) for modified polyester. A data set consists of 351 experimental data points, each experiment repeated 3 times, comprising process parameters (esterase (%), time, temperature, and pH), was used to train and evaluate the model. Strong predictive capability was demonstrated by the model, with R2 values exceeding 0.9 for -OH, -COOH, and K/S. Interpretability by SHAP analysis identified enzyme concentration as the most influential factor, followed by pH, time, and temperature. Residual analysis confirmed normally distributed errors and small deviations of approximately 2 mmol/g for more than 90% predictions, affirming the robustness of the model. Improvement in wicking height, absorbency, and reduced contact angle demonstrated enhancement in hydrophilicity, without affecting the tensile strength. Thermal analysis using DSC revealed melting as well as crystallisation behaviour modifications, complementing modifications at the surface level. Overall, this integrated (enzymatic processing and machine learning) approach for a cleaner production strategy reduces energy usage, minimizes environmental discharge, and presents a viable path toward more sustainable, eco-efficient textile dyeing.

聚酯是应用最广泛的合成纤维,由于其疏水表面和低反应性,对染料的可持续染色具有挑战性,因此需要能源和资源密集型的高温高压(HTHP)染色工艺。研究了用酯酶对聚酯进行表面改性以提高活性染料可染性的绿色方法。FTIR成功证实了-OH和-COOH基团的形成。通过训练机器学习模型Extreme Gradient Boosting (XGBoost)来预测改性聚酯中-OH和-COOH基团的浓度(mmol/g)和颜色强度(K/S值)。数据集由351个实验数据点组成,每个实验重复3次,包括工艺参数(酯酶(%)、时间、温度和pH),用于训练和评估模型。模型具有较强的预测能力,-OH、-COOH和K/S的R2值均超过0.9。SHAP可解释性分析表明酶浓度是影响最大的因素,其次是pH、时间和温度。残差分析证实了90%以上预测的正态分布误差和约2 mmol/g的小偏差,证实了模型的稳健性。在不影响拉伸强度的情况下,提高吸湿高度、吸湿性和减少接触角表明亲水性增强。热分析使用DSC显示熔融和结晶行为的修改,补充修改在表面水平。总的来说,这种整合(酶处理和机器学习)的清洁生产策略方法减少了能源使用,最大限度地减少了环境排放,并为更可持续、更环保的纺织染色提供了一条可行的途径。
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引用次数: 0
Preparation and performance analysis of carbon-based composite superabsorbent polymers 碳基复合高吸水性聚合物的制备及性能分析
IF 2.8 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-12-02 DOI: 10.1007/s10965-025-04704-6
Xiangpeng Wang, Yunxiang Zheng, Chunxiao Zhang, Chunmao Chen

Global water scarcity and soil desertification underscore the critical need for efficient, cost-effective water-retentive materials in sustainable agriculture. To address this, graphene oxide (GO), carbon nanotubes (CNT), and rice husk biochar (RBC) were incorporated into an acrylic acid/2-acrylamido-2-methylpropanesulfonic acid/sodium alginate copolymer network, fabricating three carbon-composite superabsorbent polymers (GO-SAP, CNT-SAP, RBC-SAP). Systematic evaluation revealed that carbon materials dispersed uniformly within the polymer matrix via hydrogen bonding and van der Waals forces, with surface oxygen-containing groups significantly enhancing hydrophilicity. XRD and SEM analyses confirmed amorphous porous structures, with GO-SAP and RBC-SAP exhibiting superior pore distribution. Maximum swelling ratios occurred at loadings of 0.08 g (GO), 0.12 g (CNT), and 0.12 g (RBC). At equivalent loadings, GO-SAP demonstrated the highest absorption capacity, attributable to GO’s strong hydrophilicity, 2D lamellar structure, and exceptional dispersibility. All composites maintained high swelling ratios between pH 5–10 and 20–50 °C but showed sensitivity to multivalent ions. Swelling kinetics followed a pseudo-second-order model (R2 > 0.99), indicating chemically controlled absorption governed by hydrophilic groups. Remarkably, the composites retained water for > 4.5 h at 50 °C and preserved > 97% water retention after centrifugation (12,000 rpm). Cyclic stability exceeded 80% of initial swelling capacity after 6 absorption-desorption cycles. This work provides a robust foundation for developing high-performance, sustainable superabsorbents.

全球水资源短缺和土壤沙漠化突出表明,在可持续农业中迫切需要高效、具有成本效益的保水材料。为了解决这个问题,将氧化石墨烯(GO)、碳纳米管(CNT)和稻壳生物炭(RBC)掺入丙烯酸/2-丙烯酰胺-2-甲基丙磺酸/海藻酸钠共聚物网络中,制备了三种碳复合高吸水性聚合物(GO- sap、CNT- sap、RBC- sap)。系统评价表明,碳材料通过氢键和范德华力在聚合物基体内均匀分散,表面含氧基团显著增强亲水性。XRD和SEM分析证实了非晶态多孔结构,GO-SAP和RBC-SAP表现出优越的孔隙分布。最大膨胀率发生在0.08 g(氧化石墨烯)、0.12 g(碳纳米管)和0.12 g(红细胞)的负载下。在同等负载下,由于氧化石墨烯的亲水性强、二维层状结构和优异的分散性,氧化石墨烯- sap表现出最高的吸收能力。所有复合材料在pH值5-10和20-50°C之间保持较高的溶胀率,但对多价离子敏感。溶胀动力学遵循伪二阶模型(R2 > 0.99),表明由亲水性基团控制的化学吸收。值得注意的是,复合材料在50°C下保持水分4.5 h,离心(12,000 rpm)后保持97%的保水率。经过6次吸解吸循环后,循环稳定性超过初始溶胀量的80%。这项工作为开发高性能、可持续的高吸水性材料提供了坚实的基础。
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Journal of Polymer Research
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