polymer extrusion

聚合物挤出
  • 文章类型: Journal Article
    聚合物的资源高效处理对于最大程度地减少能耗至关重要,处理时间,以及聚合物工业中的材料损失。这项研究与行星辊挤出机中的聚合物加工有关。定制三维数值流动模拟以详细了解通过挤出机的聚合物流动。使用ANSYSPolyflow仿真软件,我们量化了两个可直接测量的工艺参数,比如压力积聚,和更多无形的参数,如材料剪切。通过在灵敏度分析中改变操作和材料参数,我们展示了动态,材料应力和压力的建立主要是由主轴的数量和他们的转速控制。值得注意的是,这项工作提供了一个3D模拟的聚合物流动在行星辊挤出机实际实验数据的第一个成功验证。模拟显示了模拟值和实验值之间的稳健一致性,前提是达到临界背压长度。这种计算方法最大限度地减少了聚合物加工中的劳动密集型实验测试。
    Resource efficient processing of polymers is of paramount importance to minimize energy consumption, processing time, and material losses in the polymer industry. This study is concerned with polymer processing in planetary roller extruders. A three-dimensional numerical flow simulation was tailored to understand the polymer flow through the extruder in detail. Using the simulation software ANSYS Polyflow, we quantified both directly measurable process parameters, such as pressure build-up, and more intangible parameters, such as material shear. By varying operational and material parameters in a sensitivity analysis, we showed that the dynamics, material stress and pressure build-up are controlled primarily by the number of spindles and their rotational speed. Notably, this work provides the first successful validation of a 3D simulation of a polymer flow in a planetary roller extruder against actual experimental data. The simulation showed robust agreement between the simulated and experimental values, provided that a critical backpressure length is reached. This computational approach minimizes labor-intensive experimental testing in polymer processing.
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  • 文章类型: Journal Article
    提出了一种用于在FFF打印过程中改善和维持沉积材料的一致焊接质量的方法。该方法基于对打印过程热循环和实时喷嘴温度控制的分析。在数值实现算法中使用实时控制,建立了FFF打印过程的数学模型。成功解决了导热问题,从而可以确定在打印过程中使用的分段加热设置。导致高而稳定的焊接质量。将建模结果与FFF印刷过程的其他著名数学模型和实验结果进行比较,表明所提出的模型是足够的。观察到模拟结果与热成像数据之间的最大偏差为17.7%。根据先前估计的设置,使用打印有和没有调节热源功率的矩形3D聚丙交酯形状来验证所提出的模型。监管的整体质量,系统的稳定性,并使用控制系统的仿真模型评估控制器的PI系数。实验结果与建模结果完全一致。
    An approach for improving and maintaining a consistent weld quality of the deposited material during the FFF printing process is proposed. The approach is based on the analysis of the printing process thermal cycle and the real-time nozzle temperature control. The mathematical model of the FFF printing process has been developed with the use of real-time control in the algorithm of numerical implementation. The successful solution of the thermal conductivity problem made it possible to determine segment-wise heating settings for use during the printing process, resulting in a high and stable quality of welding. Comparison of the results of modeling with other well-known mathematical models of the FFF printing process and experimental results showed the adequacy of the proposed model. A maximum deviation of 17.7% between the simulation results and the thermography data was observed. The proposed model was verified using rectangular 3D polylactide shapes printed with and without regulation of the power of the heat source according to the previously estimated settings. The overall quality of regulation, stability of the system, and the PI coefficients of the controller were evaluated using a simulated model of the control system. The results of the experiment fully correspond with the modeling results.
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  • 文章类型: Journal Article
    纳米颗粒被用于热塑性塑料行业的新应用,包括汽车零件,体育产业和休闲消费品,现在可以通过增材制造来生产。然而,在这些新材料的生产过程中,关于健康和安全方面的信息有限,主要来自回收来源。这项研究涵盖了通过使用再生(工业后)热塑性聚氨酯(TPU)和再生聚酰胺12(PA12)的混合和挤出试验线生产用于3D打印的长丝的过程中对纳米复合材料发出的纳米和微米级颗粒的暴露评估。它们也通过用氧化铁纳米颗粒(Fe3O4NPs)增强进行了循环,引入由感应加热触发的基质愈合特性。评估协议包括近场和远场测量,考虑到挤出机作为主要排放源,和便携式测量装置,用于评估到达实验室工作人员可吸入区域的颗粒物排放。定义了挤出生产线的故障模式和影响分析(FMEA)研究以及故障树分析(FTA)过程,他们的来源和他们之间的关系被记录在案。FTA允许识别应并行(同时)或串行发生的事件,以发生故障模式,并提出相应的纠正措施(除现有控制措施外)。
    Nanoparticles are being used in novel applications of the thermoplastics industry, including automotive parts, the sports industry and leisure and consumer goods, which can be produced nowadays through additive manufacturing. However, there is limited information on the health and safety aspects during the production of these new materials, mainly from recycled sources. This study covers the exposure assessment to nano- and micro-size particles emitted from the nanocomposites during the production of filaments for 3D printing through a compounding and extrusion pilot line using recycled (post-industrial) thermoplastic polyurethane (TPU) and recycled polyamide 12 (PA12), which have been also upcycled through reinforcement with iron oxide nanoparticles (Fe3O4 NPs), introducing matrix healing properties triggered by induction heating. The assessment protocol included near- and far-field measurements, considering the extruder as the primary emission source, and portable measuring devices for evaluating particulate emissions reaching the inhalable zone of the lab workers. A Failure Modes and Effects Analysis (FMEA) study for the extrusion process line was defined along with a Failure Tree Analysis (FTA) process in which the process deviations, their sources and the relations between them were documented. FTA allowed the identification of events that should take place in parallel (simultaneously) or in series for the failure modes to take place and the respective corrective actions to be proposed (additional to the existing control measures).
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  • 文章类型: Journal Article
    聚合物单螺杆挤出是用于获得塑料制品的主要工业加工技术。为了确保高输出,严格的尺寸公差,和优异的产品性能,挤出机螺杆可显示不同的设计特性。隔离螺钉,在压缩区包含第二次飞行,已经变得相当流行,因为它们促进和稳定聚合物熔融。因此,重要的是设计高效的挤出机螺杆,并决定常规螺杆是否能有效地完成工作,或者应该考虑使用隔离螺钉。这项工作使用多目标进化算法设计具有优化几何形状的常规和屏障螺钉(将研究Maillefer螺钉)。两种聚合物的加工,低密度聚乙烯和聚丙烯,被分析。一种基于使用人工智能(AI)技术的方法,即,数据挖掘,决策,和进化算法,提出并利用这些方法获得具有现实意义的结果,基于优化中使用的相关绩效度量(目标)。对于选择的各种案例研究,Maillefer螺钉通常有利于加工LDPE,而对于PP,使用两种类型的螺钉将是可行的。
    Polymer single-screw extrusion is a major industrial processing technique used to obtain plastic products. To assure high outputs, tight dimensional tolerances, and excellent product performance, extruder screws may show different design characteristics. Barrier screws, which contain a second flight in the compression zone, have become quite popular as they promote and stabilize polymer melting. Therefore, it is important to design efficient extruder screws and decide whether a conventional screw will perform the job efficiently, or a barrier screw should be considered instead. This work uses multi-objective evolutionary algorithms to design conventional and barrier screws (Maillefer screws will be studied) with optimized geometry. The processing of two polymers, low-density polyethylene and polypropylene, is analyzed. A methodology based on the use of artificial intelligence (AI) techniques, namely, data mining, decision making, and evolutionary algorithms, is presented and utilized to obtain results with practical significance, based on relevant performance measures (objectives) used in the optimization. For the various case studies selected, Maillefer screws were generally advantageous for processing LDPE, while for PP, the use of both types of screws would be feasible.
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  • 文章类型: Journal Article
    COVID-19的出现刺激了对口罩的需求,并促使许多研究旨在开发提供最大保护的口罩。过滤能力和配合度定义了口罩可以提供的保护水平,和配合很大程度上是由脸的形状和大小决定的。由于面部尺寸和形状的差异,一个尺寸的面具不可能适合所有的脸。在这项工作中,我们检查了形状记忆聚合物(SMPs),用于生产能够改变其形状和大小以适应每个面部的面罩。将含有和不含添加剂或增容剂的聚合物共混物熔融挤出,和它们的形态,熔化和结晶行为,机械性能,和形状记忆(SM)行为进行了表征。所有的共混物具有相分离的形态。通过改变共混物中聚合物和增容剂或添加剂的含量来改变SMP的机械性能。可逆相和固定相由熔融转变决定。SM行为是由共混物中两相之间的界面处的物理相互作用和可逆相的结晶引起的。用于掩模的最佳SM共混物和印刷材料被确定为具有30%PCL的聚乳酸(PLA)/聚己内酯(PCL)共混物。在65°C下热激活后,制造3D打印的呼吸器面罩并将其安装到多个面上。该面罩具有优异的SM,并且可以被模制和重新模制以适合各种面部形状和尺寸。该掩模还表现出自我修复并从表面划痕愈合。
    The emergence of COVID-19 has spurred demand for facemasks and prompted many studies aiming to develop masks that provide maximum protection. Filtration capacity and fit define the level of protection a mask can provide, and the fit is in large part determined by face shape and size. Due to differences in face dimensions and shapes, a mask of one size will not be likely to fit all faces. In this work, we examined shape memory polymers (SMPs) for producing facemasks that are able to alter their shape and size to fit every face. Polymer blends with and without additives or compatibilizers were melt-extruded, and their morphology, melting and crystallization behavior, mechanical properties, and shape memory (SM) behavior were characterized. All the blends had phase-separated morphology. The mechanical properties of the SMPs were modified by altering the content of polymers and compatibilizers or additives in the blends. The reversible and fixing phases are determined by the melting transitions. SM behavior is caused by physical interaction at the interface between the two phases in the blend and the crystallization of the reversible phase. The optimal SM blend and printing material for the mask was determined to be a polylactic acid (PLA)/polycaprolactone (PCL) blend with 30% PCL. A 3D-printed respirator mask was manufactured and fitted to several faces after being thermally activated at 65°C. The mask had excellent SM and could be molded and remolded to fit a variety of facial shapes and sizes. The mask also exhibited self-healing and healed from surface scratches.
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  • 文章类型: Journal Article
    本文主要研究了两个问题。第一种是将挤出工艺用于聚乙烯的受控热机械降解以用于再循环应用。第二个是这种反应性挤出过程的基于数据的建模。将聚乙烯(高密度聚乙烯(HDPE)和超高分子量聚乙烯(UHMWPE))在同向双螺杆挤出机中在高温(350°C Two main problems are studied in this article. The first one is the use of the extrusion process for controlled thermo-mechanical degradation of polyethylene for recycling applications. The second is the data-based modelling of such reactive extrusion processes. Polyethylenes (high density polyethylene (HDPE) and ultra-high molecular weight polyethylene (UHMWPE)) were extruded in a corotating twin-screw extruder under high temperatures (350 °C < T < 420 °C) for various process conditions (flow rate and screw rotation speed). These process conditions involved a decrease in the molecular weight due to degradation reactions. A numerical method based on the Carreau-Yasuda model was developed to predict the rheological behaviour (variation of the viscosity versus shear rate) from the in-line measurement of the die pressure. The results were successfully compared to the viscosity measured from offline measurement assuming the Cox-Merz law. Weight average molecular weights were estimated from the resulting zero-shear rate viscosity. Furthermore, the linear viscoelastic behaviours (Frequency dependence of the complex shear modulus) were also used to predict the molecular weight distributions of final products by an inverse rheological method. Size exclusion chromatography (SEC) was performed on five samples, and the resulting molecular weight distributions were compared to the values obtained with the two aforementioned techniques. The values of weight average molecular weights were similar for the three techniques. The complete molecular weight distributions obtained by inverse rheology were similar to the SEC ones for extruded HDPE samples, but some inaccuracies were observed for extruded UHMWPE samples. The Ludovic® (SC-Consultants, Saint-Etienne, France) corotating twin-screw extrusion simulation software was used as a classical process simulation. However, as the rheo-kinetic laws of this process were unknown, the software could not predict all the flow characteristics successfully. Finally, machine learning techniques, able to operate in the low-data limit, were tested to build predicting models of the process outputs and material characteristics. Support Vector Machine Regression (SVR) and sparsed Proper Generalized Decomposition (sPGD) techniques were chosen to predict the process outputs successfully. These methods were also applied to material characteristics data, and both were found to be effective in predicting molecular weights. More precisely, the sPGD gave better results than the SVR for the zero-shear viscosity prediction. Stochastic methods were also tested on some of the data and showed promising results.
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  • 文章类型: Journal Article
    The tip and die for manufacturing multi-lumen catheter tubes should be designed considering the flow velocity of the molten polymer and the deformation of the final extruded tube. In this study, to manufacture non-circular double-lumen tubes for peripherally inserted central catheters (PICCs), three types of tip and die structures are proposed. The velocity field and swelling effect when the circular tip and die (CTD) are applied, which is the commonly used tip and die structure, are analyzed through numerical calculation. To resolve the wall and rib thickness and ovality issues, the ellipse tip and die (ETD) and sub-path tip and die (STD) were proposed. In addition, based on the results of numerical analysis, the tip and die structures were manufactured and used to perform extrusion. Finally, we manufactured tubes that satisfied the target diameter, ovality, wall, and rib thickness using the newly proposed STD.
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  • 文章类型: Journal Article
    推进管状植入物制造的主要努力最近集中在3D打印方法的开发上,该方法可以在单个打印过程中制造完整的设备。然而,这些解决方案的主要限制是使用非生物相容性聚合物。因此,采用聚合物挤出和电泳沉积获得混合植入物的新技术。制造的结构由两层组成:聚己内酯骨架和壳聚糖-羟基磷灰石电沉积物。两者都可以通过结合有利于向内生长的机械或生物线索来功能化,指导,并正确瞄准轴突。电沉积过程在不同的电压下进行,以确定该过程对结构的影响,化学,和植入物的机械性能。此外,检查了植入物在37°C的磷酸盐缓冲溶液(pH7.4)中孵育长达28天期间的机械性能变化。提出的技术,成本低,相对简单,将在定制的神经组织工程中找到广泛的应用范围。
    Major efforts for the advancement of tubular-shaped implant fabrication focused recently on the development of 3D printing methods that can enable the fabrication of complete devices in a single printing process. However, the main limitation of these solutions is the use of non-biocompatible polymers. Therefore, a new technology for obtaining hybrid implants that employ polymer extrusion and electrophoretic deposition is applied. The fabricated structures are made of two layers: polycaprolactone skeleton and chitosan-hydroxyapatite electrodeposit. Both of them can be functionalized by incorporation of mechanical or biological cues that favor ingrowth, guidance, and correct targeting of axons. The electrodeposition process is conducted at different voltages in order to determine the influence of this process on the structural, chemical, and mechanical properties of implants. In addition, changes in mechanical properties of implants during their incubation in phosphate-buffered solution (pH 7.4) at 37 °C up to 28 days are examined. The presented technology, being low-cost and relatively simple, shall find a broad scope of applications in customized nerve tissue engineering.
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  • 文章类型: Journal Article
    As the market for minimally invasive surgery has grown, the demand for high-precision and high-performance catheters has increased. Catheters for the diagnosis and treatment of cardiovascular or cerebrovascular disease mainly use a braided wire tube with a polymer inner liner and outer jacket to improve the pushability and trackability. The outer jacket should have an accurate inner and outer diameter and while maintaining a wall thickness of 150 µm or less. In this study, we designed and manufactured a tip and die capable of extruding an outer jacket with a wall thickness of 150 µm or less using a medical thermoplastic elastomer for manufacturing 8Fr (2.64 mm diameter) thin-walled tubes. The ovality and inner/outer diameters of the tube were studied according to changes in the screw speed (mass flow rate), puller speed, air pressure applied to the lumen, and distance between the quench and head, which are the main variables of microextrusion processes. The screw speed (mass flow rate), puller speed, and air pressure affected the inner/outer diameter of the tube, with screw speed and puller speed having the largest influence on diameter. The air pressure and distance between quench and head had the greatest influence on ovality. The results show the effect of different processing parameters on the characteristics of the extruded tube, which will help to establish a stable extrusion process for the manufacture of outer jackets for braided catheter shafts.
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  • 文章类型: Journal Article
    软骨自身再生的潜力有限,导致了软骨组织工程和再生医学的新策略和生物材料的开发。虽然软骨修复的从头策略已经实现,可以以微创方式施用,同时支持软骨形成分化的可挤出的水凝胶可导致将细胞递送至软骨损伤的新系统的开发。在这项工作中,我们探索了热可逆的适用性,用于维持人关节软骨细胞(HAC)表型的源自羧化琼脂糖的可挤出凝胶。为了这个目标,我们研究了水凝胶硬度和整合素结合肽序列GGGGRGDSP对HAC分化潜能的影响。我们发现,在促进软骨形成方面,较硬的水凝胶(5.8kPa)比较软的对应物(0.6kPa)更有效。有趣的是,在GGGGRGDSP改性凝胶中,刚度和RGD信号之间的协同作用导致软骨形成相关基因的表达增强(聚集蛋白聚糖,II型胶原蛋白和Sox9)。硫酸化糖胺聚糖的定量分析也支持了这些发现。由于羧化琼脂糖非常适合作为3D生物打印的生物墨水,我们建议将可挤出的GGGGRGDSP连接的硬羧化琼脂糖作为将软骨细胞直接打印到软骨损伤中的介质。
    The limited potential of cartilage to regenerate itself has led to development of new strategies and biomaterials for cartilage tissue engineering and regenerative medicine. Although de novo strategies for cartilage repair have been realized, extrudable hydrogels that can be administered in minimally invasive manner while simultaneously supporting chondrogenic differentiation could lead to development of new systems to deliver cells to cartilage lesions. In this work, we explored the suitability of thermo-reversible, extrudable gels derived from carboxylated agarose for maintaining human articular chondrocyte (HAC) phenotype. Towards this objective, we have investigated the impact of hydrogel stiffness and presence of integrin-binding peptide sequence GGGGRGDSP on HAC differentiation potential. We discovered that stiffer hydrogels (5.8 kPa) are more efficient than softer counterparts (0.6 kPa) in promoting chondrogenesis. Interestingly, in GGGGRGDSP modified gels, a synergy between stiffness and RGD signaling led to enhanced expression of chondrogenic related genes (aggrecan, collagen type II and sox9). These findings were also supported by quantitative analysis of sulfated glycosaminoglycans. Since carboxylated agarose are highly suitable as bioink for 3D bioprinting, we propose that extrudable GGGGRGDSP-linked stiff carboxylated agarose as a medium for direct printing of chondrocyte into cartilage lesion.
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