tribology

摩擦学
  • 文章类型: Journal Article
    在不断追求丰富感官的过程中,保持结构完整性的低脂产品,这项工作调查了bigels的潜力,尤其是那些使用创新的皮克林技术创造的。通过利用乳清蛋白分离物(WPI)和乳清蛋白微凝胶(WPM)作为界面稳定剂的独特特性,由于特定的分子间相互作用,基于WPM的Pickeringbigels在界面处表现出明显的颗粒定位。蛋白质浓度的增加不仅增强了颗粒覆盖率和界面稳定性,而且还放大了储能模量等属性。屈服应力,和粘附性,由于增强的分子间力和紧凑的凝胶基质。令人印象深刻的是,基于WPM的皮克林大佬在实际应用中脱颖而出,展示了在冻融循环过程中出色的油保留和延长的风味释放-冷冻食品应用的有希望的指示。此外,这些bigels经历了从较低浓度的光滑质地到较高浓度的稳定高原的感官演变,提供丰富的消费者体验。在比较消化率评估中,基于WPM的Pickeringbigels在减缓游离脂肪酸的释放方面表现出卓越的能力,表明脂质消化减慢。这项研究证明了通过调节Pickering颗粒浓度来微调bigels口腔感觉和消化状况的潜力。
    In the ongoing quest to formulate sensory-rich, low-fat products that maintain structural integrity, this work investigated the potential of bigels, especially those created using innovative Pickering techniques. By harnessing the unique properties of whey protein isolate (WPI) and whey protein microgel (WPM) as interfacial stabilizers, WPM-based Pickering bigels exhibited a remarkable particle localization at the interface due to specific intermolecular interactions. The rise in protein concentration not only intensified particle coverage and interface stabilization but also amplified attributes like storage modulus, yield stress, and adhesiveness, owing to enhanced intermolecular forces and a compact gel matrix. Impressively, WPM-based Pickering bigels outshone in practical applications, showcasing exceptional oil retention during freeze-thaw cycles and extended flavor release-a promising indication for frozen food product applications. Furthermore, these bigels underwent a sensory evolution from a lubricious texture at lower concentrations to a stable plateau at higher ones, offering an enriched consumer experience. In a comparative digestibility assessment, WPM-based Pickering bigels demonstrated superior prowess in decelerating the release of free fatty acids, indicating slowed lipid digestion. This study demonstrates the potential to fine-tune oral sensations and digestive profiles in bigels by modulating Pickering particle concentrations.
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  • 文章类型: Journal Article
    由于工况之间复杂的非线性关系,摩擦学特性的预测已成为摩擦学领域的一个难题。在这项研究中,我们采用了三种不同的机器学习(ML)模型,即随机森林回归(RFR),梯度增强回归(GBR),和极端梯度提升(XGBoost),预测聚四氟乙烯(PTFE)复合材料在高速和高温条件下的摩擦学性能。首先,成功制备了PTFE复合材料,不同温度下的摩擦学性能,速度,和负载条件进行了研究,以探索磨损机理。然后,研究的重点是通过预测摩擦系数和磨损率来测试这些参数,从而建立PTFE复合材料的摩擦与磨损之间的相关性。重要的是,相关结果表明,随着转速的增加,摩擦系数和磨损率逐渐减小,相关系数也证明了这一点。此外,GBR模型可以有效地预测PTFE复合材料的摩擦学性能。此外,对相对重要性的分析表明,载荷和速度对摩擦系数和磨损率的预测都有较大的影响。
    Because of the complex nonlinear relationship between working conditions, the prediction of tribological properties has become a difficult problem in the field of tribology. In this study, we employed three distinct machine learning (ML) models, namely random forest regression (RFR), gradient boosting regression (GBR), and extreme gradient boosting (XGBoost), to predict the tribological properties of polytetrafluoroethylene (PTFE) composites under high-speed and high-temperature conditions. Firstly, PTFE composites were successfully prepared, and tribological properties under different temperature, speed, and load conditions were studied in order to explore wear mechanisms. Then, the investigation focused on establishing correlations between the friction and wear of PTFE composites by testing these parameters through the prediction of the friction coefficient and wear rate. Importantly, the correlation results illustrated that the friction coefficient and wear rate gradually decreased with the increase in speed, which was also proven by the correlation coefficient. In addition, the GBR model could effectively predict the tribological properties of the PTFE composites. Furthermore, an analysis of relative importance revealed that both load and speed exerted a greater influence on the prediction of the friction coefficient and wear rate.
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  • 文章类型: Journal Article
    乳清蛋白分离物(WPI)和壳聚糖用于在75°C(WPI/壳聚糖-75)和95°C(WPI/壳聚糖-95)的温度下制造WPI/壳聚糖复合颗粒。形态结构,表面属性,并研究了颗粒的摩擦学特性。复合颗粒显示出比纯WPI颗粒(WPI-75)更大的粒径(〜509nm),与WPI/壳聚糖-95最大(932nm)。从微观结构结果来看,WPI/壳聚糖-75显示出完整的核-壳结构。与WPI/壳聚糖-95相比,WPI/壳聚糖-75的分散体表现出更高的表面疏水性但更低的粘度。摩擦学分析表明,在10mm/s的滑动速度下,WPI/壳聚糖复合颗粒显示出比纯WPI颗粒显着降低的摩擦系数(μ),并且WPI/壳聚糖-75显示出优异的润滑效果。随着人工唾液的存在,WPI-75的μ在滑动速度为16mm/s时大大降低,而WPI/壳聚糖-75的值在1mm/s的滑动速度下仅显示出轻微的下降。壳聚糖在疏水性表面的润滑中可能起到与人工唾液相似的作用。此外,在10mm/s的滑动速度下,在低脂(5%)水包油乳液中掺入0.5%WPI/壳聚糖-75导致μ甚至低于全脂(20%)乳液。因此,WPI/壳聚糖-75显示出作为脂肪替代品和生物润滑剂的有希望的潜力。
    Whey protein isolate (WPI) and chitosan were used to fabricate WPI/chitosan composite particles at temperatures of 75 °C (WPI/chitosan-75) and 95 °C (WPI/chitosan-95). The morphologic structure, surface properties, and the resulting tribological characteristics of the particles were investigated. The composite particles showed larger particle size than pure WPI particles (WPI-75) (~ 509 nm), with WPI/chitosan-95 the largest (932 nm). WPI/chitosan-75 showed complete core-shell structure from microstructure results. The dispersion of WPI/chitosan-75 exhibited higher surface hydrophobicity but lower viscosity compared to WPI/chitosan-95. Tribological analysis revealed that WPI/chitosan composite particles showed dramatically lower friction coefficient (μ) than pure WPI particles at sliding speed <10 mm/s and WPI/chitosan-75 demonstrated superior lubrication effects. With the presence of artificial saliva, the μ of WPI-75 was greatly lowered at sliding speed <16 mm/s, while the values of WPI/chitosan-75 only showed a slight decrease at sliding speed <1 mm/s. Chitosan might have played the similar role as artificial saliva in lubricating on the hydrophobic surface. Moreover, the incorporation of 0.5 % WPI/chitosan-75 in the low-fat (5 %) oil-in-water emulsion led to even lower μ than full-fat (20 %) emulsion at sliding speed <10 mm/s. Hence, WPI/chitosan-75 exhibited promising potential as a fat replacement and biolubricant.
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  • 文章类型: Journal Article
    在冷冻食品工业中高度需要可食用递送系统,例如在冻融加工下具有柔性口腔风味感觉和综合稳定性的乳液和凝胶。通过乳化基于硬脂酸的油凝胶与基于魔芋葡甘露聚糖(KGM)-明胶(G)的二元水凝胶来制备二胶。通过改变Bigels的KGM/G质量比(γ)和油凝胶/水凝胶体积比(φ),对微观形态的调制,摩擦学,实现了风味感觉和奶酪棒模仿能力。值得注意的是,随着φ从O4:W6增加到O5:W5,从水凝胶中的油凝胶到双连续形态的微观结构转变成为一个显着特征。γ的影响在双连续bigels中很明显,随着γ在冻融循环中从1KGM:5G过渡到6KGM:5G,持水能力(WHC)显着提高3.38倍。φ和γ在改变大黄的微观结构和流变特性中起着关键作用,使生物活性成分和风味感知的可定制释放。油凝胶在水凝胶中的bigels有效地防止了冻融条件下生物活性化合物的渗漏,而双连续的bigels在口腔咀嚼过程中表现出持续的风味释放。释放行为由φ和γ双重控制,随着φ的增加,油溶性香料的释放减少,随着γ的升高,亲水性挥发性物质的释放减少。此外,基于bigel的奶酪棒展示了较低的粘度,更高的蠕变恢复率,在最小的口腔咀嚼过程中增强口感,表明他们在模仿商业同行的属性方面的潜力。这些发现扩展了对食品中定制风味释放和生物活性保存的bigel设计的见解。
    Edible delivery systems such as emulsions and gels that possess flexible oral flavor sensation and comprehensive stability under freeze-thaw processing are highly demanded in the frozen food industry. Bigels were fabricated via emulsification of stearic acid based oleogel with konjac glucomannan (KGM)-gelatin (G) based binary hydrogel. By varing the KGM/G mass ratio (γ) and oleogel/hydrogel volume ratio (φ) of bigels, modulation over the micromorphology, tribology, flavor sensation and cheese stick imitating capacity were achieved. Notably, as φ increased from O4:W6 to O5:W5, the microstructural transformation from oleogel-in-hydrogel to bicontinuous morphology emerged as a remarkable feature. The influence of γ was evident in bicontinuous bigels, significantly enhancing water holding capacity (WHC) by 3.38-fold as γ transitioned from 1KGM:5G to 6KGM:5G during freeze-thaw cycles. φ and γ both played pivotal roles in altering the microstructure and rheological properties of the bigels, enabling customizable release of bioactive components and flavor perception. Oleogel-in-hydrogel bigels effectively prevented bioactive compound leakage during freeze-thaw conditions, while bicontinuous bigels demonstrated sustained flavor release during oral mastication. Release behaviors were dual-controlled by φ and γ, reducing oil-soluble flavor release with increased φ and lowering hydrophilic volatile release with elevated γ. Moreover, bigel-based cheese sticks showcased lower viscosity, higher creep recovery rates, and enhanced mouthfeel during minimal oral chewing, suggesting their potential in mimicking the properties of commercial counterparts. These findings extend insights into bigel design for tailored flavor release and bioactive preservation in food products.
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  • 文章类型: Journal Article
    虽然许多可注射的粘胶补充剂产品可用于骨关节炎(OA)管理,可进一步优化多种水凝胶功能属性以增强功效。这项研究的目的是在功能上对四种市售的基于透明质酸的粘胶补充剂(Ostenil,OstenilPlus,Synvisc,和Innoryos),专注于关键(流变学,润滑,粘合剂,和稳定性)属性。因此,体外和离体定量表征面板(振荡流变学,旋转摩擦学,和具有牛软骨的质地分析)用于水凝胶产品功能基准测试,使用马滑液作为生物对照。具体来说,保留的实验方法使作者能够稳健地评估和讨论基于透明质酸水凝胶的各种功能增强方案(化学交联和添加抗氧化剂稳定剂).结果表明,Innoryos产品,一种烟酰胺增强的线性透明质酸水凝胶,在保留的实验设置中表现出最佳的整体功能行为(高粘附性和润滑性以及对氧化降解的实质性抵抗力)。相反,与其他研究的产品相比,Ostenil产品显示出不太期望的用于增粘补充的功能性质。一般来说,这项研究证实了配方开发和控制方法优化的高度重要性,旨在增强新型OA靶向产品的关键功能属性及其临床成功的可能性。总的来说,这项工作证实了对基于透明质酸的粘性补充剂产品功能基准(骨科医生的产品开发和产品选择)的综合方法的切实需求,以最大限度地提高有效的临床OA管理的机会.
    While many injectable viscosupplementation products are available for osteoarthritis (OA) management, multiple hydrogel functional attributes may be further optimized for efficacy enhancement. The objective of this study was to functionally benchmark four commercially available hyaluronan-based viscosupplements (Ostenil, Ostenil Plus, Synvisc, and Innoryos), focusing on critical (rheological, lubricative, adhesive, and stability) attributes. Therefore, in vitro and ex vivo quantitative characterization panels (oscillatory rheology, rotational tribology, and texture analysis with bovine cartilage) were used for hydrogel product functional benchmarking, using equine synovial fluid as a biological control. Specifically, the retained experimental methodology enabled the authors to robustly assess and discuss various functional enhancement options for hyaluronan-based hydrogels (chemical cross-linking and addition of antioxidant stabilizing agents). The results showed that the Innoryos product, a niacinamide-augmented linear hyaluronan-based hydrogel, presented the best overall functional behavior in the retained experimental settings (high adhesivity and lubricity and substantial resistance to oxidative degradation). The Ostenil product was conversely shown to present less desirable functional properties for viscosupplementation compared to the other investigated products. Generally, this study confirmed the high importance of formulation development and control methodology optimization, aiming for the enhancement of novel OA-targeting product critical functional attributes and the probability of their clinical success. Overall, this work confirmed the tangible need for a comprehensive approach to hyaluronan-based viscosupplementation product functional benchmarking (product development and product selection by orthopedists) to maximize the chances of effective clinical OA management.
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  • 文章类型: Journal Article
    进行这项研究以检查在各种浓度(1-10mg/mL)下添加具有90%和30%的水解度(水解度(DH)90,DH30)的两种大豆肽对大豆分离蛋白(SPI)凝胶行为的影响,并且将纯SPI凝胶设置为对照。制备了添加肽的SPI凝胶,和它们的流变学,纹理,和摩擦学特性,以及保水能力,zeta电位,和颗粒大小,决心。在流变测量过程中,与对照相比,添加肽降低了储能模量(G'),形成更大的颗粒。然而,肽的添加可以显著减少凝胶化时间,用DH30表现出更显著的效果。凝胶的硬度,粘附性,而持水能力随着肽浓度的增加而降低。在具有肽的凝胶中观察到脱水收缩,而对照样品显示无脱水收缩。根据流变学结果,对照样品中的剪切应力高于含有肽的凝胶中的剪切应力,表明对剪切的抗性更强。在所有研究浓度下,具有DH30的凝胶均显示出比DH90更大的G\'和G”。然而,添加肽后,SPI凝胶的润滑行为有所改善。DH30比DH90显示出相对更显著的摩擦降低,表明它们的润滑性能稍好。
    This study was performed to examine the effect of two soy peptides addition with hydrolysis degrees of 90% and 30% (hydrolysis degree (DH)90, DH30) at various concentrations (1-10 mg/mL) on soy protein isolate (SPI) gel behavior and pure SPI gel was set as control. SPI gels with adding peptides were prepared, and their rheological, textural, and tribological properties, as well as water-holding capacity, zeta potential, and particle size, were determined. During the rheological measurement, adding peptides reduced storage modulus (G\') compared to the control, with larger particles formed. However, peptide addition could significantly reduce gelation time, showing a more significant effect with DH30. The gels\' firmness, adhesiveness, and water-holding capacity decreased as peptide concentration increased. Syneresis was observed in gels with peptides, whereas the control sample showed no syneresis. Based on the rheological results, the shear stress in the control sample was higher than in the gels containing peptides indicating more resistance to shear. The gels with DH30 showed greater G\' and G″ than DH90 at all studied concentrations. Nevertheless, there was an improvement in the lubrication behavior of SPI gels with peptide addition. DH30 showed a relatively more significant friction reduction than DH90, indicating their slightly better lubrication properties.
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  • 文章类型: Journal Article
    目的:高内相乳液(HIPEs)在食品工业中具有控制脂肪消耗的巨大潜力。口腔加工过程中HIPEs的质地感知受到唾液的强烈影响,尚未进行系统调查。因此,我们研究了唾液在口腔加工过程中HIPEs的流变学和摩擦学特性中的作用。
    方法:制备通过油凝胶和蛋白质稳定的HIPEs(O/W)。进行了小(SAOS)和大(LAOS)振幅振荡剪切测量和摩擦学测试,结合乳液的结构表征。
    结果:粒径和CLSM观察表明,唾液通过削弱界面而诱导液滴的聚结,更多的EC导致更快的聚类。SAOS测试表明,与唾液混合的乳液具有较弱的结构强度和较低的抗变形性。特别是在大变形时,与唾液混合的HIPEs在液滴-液滴结构分解中呈现加速,这导致了明显的应变变薄行为和能量耗散。摩擦学曲线进一步表明,唾液的作用有助于油的释放以降低摩擦系数。
    OBJECTIVE: High internal phase emulsions (HIPEs) have great potentials in the food industry to control fat consumption. Textural perception of HIPEs during oral processing is strongly influenced by saliva, which has not been systematically investigated. Therefore, we investigated the roles of saliva in the rheological and tribological properties of HIPEs during oral processing.
    METHODS: HIPEs (O/W) stabilized by oleogel and a protein were fabricated. Small (SAOS) and large (LAOS) amplitude oscillatory shearing measurements and tribological tests were performed, in combination with structural characterization of the emulsions.
    RESULTS: Particle size and CLSM observation indicated that saliva induced coalescence of droplets by weakening the interface and more EC resulted in faster clustering. SAOS tests revealed that emulsions mixed with saliva had weaker structural strength and lower resistance to deformation. Particularly in large deformation, the HIPEs mixed with saliva presented an acceleration in the droplet-droplet structure breakdown, which led to the pronounced strain-thinning behavior and energy dissipation. Tribological curves further revealed that the corporation of saliva contributed to the release of oil to reduce friction coefficient.
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  • 文章类型: Journal Article
    目的研究加热后引起的搅拌发酵乳质构和感官特性的变化。加热后发酵乳(55-85°C,25s)关于粘弹性行为,粘度,纹理参数,等。,被监控,并对摩擦行为和感官属性进行了评估。低于65°C/25s的处理增加了发酵乳的质构特性,例如凝胶强度,坚定,和粘度,由于微凝胶的适度聚集和增加的连接。在这种情况下,尽管它们的大小和数量增加了(~15-~21μm),它们表现出相似的摩擦行为和感官属性。然而,65°C/25s以上的处理由于过度聚集(〜46-〜63μm)而降低了纹理性能,伴随着不可接受的粒状属性,其特征在于它们与摩擦学系数和粒度参数具有良好的相关性。这些发现可以提供对加热后发酵乳的质量形成的理解和改善环境发酵乳产品的质地缺陷的观点。
    The purpose of this study was to investigate the post-heating induced changes in the textural and sensory characteristics of stirred fermented milk. The textural and rheological properties of post-heating fermented milk (55-85 °C, 25 s) with respect to viscoelastic behaviors, viscosity, textural parameters, etc., were monitored, and the friction behaviors and sensory attributes were assessed. Treatments below 65 °C/25 s increased the textural properties of fermented milk such as gel strength, firmness, and viscosity, due to the moderate aggregation and increased linkages of microgels. In this case, despite the size and amount their aggregates increased (~15-~21 μm), they exhibited similar frictional behaviors and sensory attributes. However, treatments above 65 °C/25 s degraded textural properties due to excessive aggregation (~46-~63 μm), accompanied by unacceptable grainy attributes, which could be characterized by their good correlations with tribological coefficients and particle size parameters. These findings could provide an understanding of the quality formation of post-heating fermented milk and a perspective to improve the textural defects of ambient fermented milk products.
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  • 文章类型: Journal Article
    为了研究颗粒特性对其润滑能力的影响,使用两种不同的方法从乳清蛋白制备受控大小(〜300,〜700和〜1900nm)的微粒:降低pH值和增加钙离子浓度。物理化学,形态学,并确定了两种类型颗粒的摩擦学性能。两种处理都明显降低了乳清蛋白的zeta电位和表面疏水性的绝对值,钙离子对ζ电位有更严重的影响。颗粒悬浮液的粘度随颗粒大小而增加,离子诱导的样品比酸诱导的样品显示更高的粘度。形态研究表明,颗粒聚集和不规则性随着颗粒尺寸的增加而增加。对于不同尺寸范围内的两种颗粒类型观察到不同的润滑行为。当颗粒尺寸较小时,粘度在润滑中起着更重要的作用,而大颗粒的颗粒特性变得更加占优势。
    To investigate the influence of particle characteristics on their lubricating capacity, microparticles of controlled size (~300, ~700, and ~1900 nm) were prepared from whey proteins using two different approaches: reducing the pH and increasing the calcium ion concentration. The physiochemical, morphological, and tribological properties of the two types of particles were determined. Both treatments pronouncedly decreased the absolute value of zeta-potential and surface hydrophobicity of whey proteins, with calcium ions showing a more severe effect on zeta-potential. The viscosity of the particle suspensions increased with particle size, and ion-induced samples showed higher viscosity than acid-induced ones. Morphology investigation revealed that particle aggregation and irregularity increased with particle size increase. Distinct lubricating behaviors were observed for the two particle types within different size ranges. Viscosity played a more important role in lubrication when the particle size was small, while particle characteristics became more dominant for large particles.
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  • 文章类型: Journal Article
    本研究旨在研究将不同浓度的亚麻籽胶(FG)掺入酸诱导的大豆分离蛋白(SPI)凝胶中的效果。调查的重点是评估FG对纹理的影响,流变学,和所得SPI凝胶的摩擦学性能。结果表明,添加少量的FG(0.05%)到SPI凝胶体系增加了储能模量(G')和增强凝胶化,同时改善了组织性能,包括硬度,粘度,弹性,和附着力。此外,这些凝胶表现出很强的持水能力,在各种食品中的理想特性。然而,当浓度增加到0.3%时,凝胶的WHC下降,硬度和粘结性也是如此。凝胶的粒径也随着浓度的增加而增加。摩擦学研究表明,在添加0.05-0.2%FG时,与纯SPI凝胶相比,复合凝胶的摩擦系数(μ)降低。在1-100mm/s的滑动速度范围内,摩擦系数随着浓度的增加而逐渐增大。当FG浓度为0.05%时,凝胶系统的μ是最低的。总之,低浓度的FG(0.05%)在提高SPI凝胶的性能中起着重要作用,包括增强纹理,流变学,和润滑性能。
    This study aimed to investigate the effects of incorporating different concentrations of flaxseed gum (FG) into acid-induced soy protein isolate (SPI) gels. The investigation focused on assessing the effects of FG on the textural, rheological, and tribological properties of the resultant SPI gels. The results showed that adding a small amount of FG (0.05%) to the SPI gel system increased the storage modulus (G\') and enhanced gelation while improving textural properties including hardness, viscosity, elasticity, and adhesion. Moreover, these gels exhibited strong water-holding capacity, a desirable property in various food products. However, when the concentration was increased to 0.3%, the WHC of the gel decreased, as did the hardness and cohesiveness. The particle size of the gel also increased with increasing concentration. Tribological investigations revealed that at 0.05-0.2% FG addition, the coefficient of friction (μ) of the composite gel was decreased compared to the pure SPI gel. In the sliding speed range of 1-100 mm/s, the coefficient of friction gradually increased with increasing concentration. When the FG concentration was 0.05%, the μ of the gel system was the lowest. In summary, low concentration of FG (0.05%) was found to play an important role in improving the properties of SPI gel, including enhancing textural, rheological, and lubricating properties.
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