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Synthesis and Analysis of Quality Control Methods for Intelligent Processing of Polymeric Materials 高分子材料智能加工质量控制方法的合成与分析
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0633
D. Kazmer, T. Petrova
Global manufacturers of thermoplastic molded parts increasingly require 100% quality inspection levels that are difficult to achieve. While process complexity makes it difficult to attain the desired part properties during start-up. the stochastic nature of the process causes difficulty in maintaining part quality during production. This paper formally compares several alternative quality control methods that are currently utilized for processing of polymeric materials. To identify the technical issues associated with this goal, the injection molding process is described utilizing a control systems approach. Afterwards, four different methods of quality regulation are synthesized for injection molding: open loop quality control, statistical process control, trained parameter control, and on-line quality regression. For each strategy, the level of quality observability and controllability are determined against the dynamics of the manufacturing system. The results indicate that none of the quality regulation strategies have the underlying design architecture to deliver 100% quality assurance across a diverse set of application characteristics (quality requirements, material properties, mold geometries, and machine dynamics). As such, subsequent discussion focuses on defining the system requirements for achieving ‘intelligent’ processing of polymeric materials that are needed by industry.
全球热塑性模塑件制造商越来越多地要求100%的质量检测水平,这是很难实现的。而工艺的复杂性使其在启动时难以达到所需的零件性能。该工艺的随机性导致在生产过程中难以保持零件质量。本文正式比较了几种可供选择的质量控制方法,目前用于加工聚合物材料。为了确定与此目标相关的技术问题,使用控制系统方法描述了注射成型过程。然后,综合了四种不同的注射成型质量控制方法:开环质量控制、统计过程控制、训练参数控制和在线质量回归。对于每种策略,质量的可观察性和可控性水平是根据制造系统的动态来确定的。结果表明,没有一种质量管理策略具有潜在的设计架构,可以在各种应用特性(质量要求、材料特性、模具几何形状和机器动力学)中提供100%的质量保证。因此,后续讨论的重点是定义实现工业所需的聚合物材料“智能”加工的系统要求。
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引用次数: 0
Orientation Formation in Planar Mold Filling: Experimental Results 平面充型中的取向形成:实验结果
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0638
K. Olivero, Jufang He, M. Altan
The formation of orientation field of short fibers suspended in a highly viscous flow through a planar mold cavity is experimentally analyzed. Such flows are common in injection molding of short-fiber-reinforced composite materials. A suspension of corn syrup and nylon fibers is injected at a constant flow rate through a narrow planar inlet gate into an experimental mold cavity. The flow undergoes a sudden expansion near the inlet gate, followed by a three to one contraction downstream. Photographs of thirteen zones of interest in the vicinity of the sudden contraction are taken through transparent mold walls after the flow achieved steady conditions. Computerized image analysis is performed to obtain orientation data for all the fibers within the zones of interest. This data is used to calculate a through the thickness average of the second-order orientation tensor, which is commonly used to quantify orientation field. The experimental results are qualitatively consistent with numerical predictions based on Jeffery’s theory, but quantitative agreement is not satisfactory. Orientation distribution histograms are generated to provide a more detailed representation of the orientation field. The histograms reveal a bimodal distribution, with an alignment peak along the direction of the theoretically calculated preferred orientation, and a second peak perpendicular to the flow direction. The failure of the second-order orientation tensors to quantitatively describe the experimental data seems to be due to these bimodal distributions. Radial orientation histograms at five zones of interest are presented along with the theoretical predictions at these locations.
实验分析了短纤维悬浮在高粘性流体中通过平面模腔时取向场的形成。这种流动在短纤维增强复合材料的注射成型中是常见的。玉米糖浆和尼龙纤维的悬浮液以恒定的流速通过一个狭窄的平面入口门注入实验模腔。气流在进口闸口附近突然膨胀,随后在下游发生三比一的收缩。在流动达到稳定状态后,通过透明的模壁拍摄了突然收缩附近的13个感兴趣区域的照片。计算机图像分析执行,以获得在感兴趣的区域内的所有纤维的方向数据。该数据用于通过二阶方向张量的厚度平均值计算a,这是通常用于量化方向场的方法。实验结果与基于Jeffery理论的数值预测在质量上是一致的,但在数量上的一致性并不令人满意。生成方向分布直方图以提供更详细的方向场表示。直方图显示了一个双峰分布,对准峰沿着理论计算的优选方向,第二个峰垂直于流动方向。二阶取向张量无法定量描述实验数据似乎是由于这些双峰分布。在五个感兴趣的区域径向方向直方图连同理论预测在这些位置。
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引用次数: 1
Numerical Simulation of Heat Transfer During Thermoforming 热成形过程传热的数值模拟
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0620
C. Wang, H. F. Nied
Heat transfer during thermoforming can be conceptually modeled in three distinct stages. In the first stage, the polymer sheet is heated to a temperature above its glass transition temperature in preparation for forming. Heating during this stage is usually accomplished using radiant heaters and causes sagging of the plastic sheet. Once the sheet has attained the necessary forming temperature, the second stage of heat transfer occurs when the polymer sheet is subjected to large stretching during rapid inflation. Heat transfer during this inflation stage is strongly influenced by the large increase in surface area that accompanies stretching of the plastic. Finally, in the third conceptual heat transfer stage, the plastic contacts the metal mold surface and heat is conducted from the hot plastic to the cooler metal surface. Of particular interest in this paper, is the calculation of the cooling that occurs during the rapid inflation phase of polymer processing. Sample calculations are presented for various thermoforming scenarios that illustrate the nature of this cooling mechanism.
热成型过程中的传热可以在概念上分为三个不同的阶段。在第一阶段,将聚合物片材加热到高于其玻璃化转变温度的温度,以准备成型。在这一阶段的加热通常是使用辐射加热器完成的,并导致塑料板下垂。一旦板材达到必要的成型温度,当聚合物板材在快速膨胀过程中受到大拉伸时,传热的第二阶段就会发生。在这个膨胀阶段的传热受到伴随塑性拉伸的表面积的大量增加的强烈影响。最后,在第三个概念传热阶段,塑料接触金属模具表面,热量从热塑料传导到较冷的金属表面。本文特别感兴趣的是计算在聚合物加工的快速膨胀阶段发生的冷却。样品计算提出了各种热成型的情况下,说明了这种冷却机制的性质。
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引用次数: 0
3-D Numerical Simulation of Blow Moulding Technology Involving Sequential Coextrusion 连续共挤吹塑工艺的三维数值模拟
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0643
B. Debbaut
A 3-D numerical simulation is presented for typical applications in blow moulding involving sequential coextrusion. This technology is applied for the production of automotive boots and opaque containers or bottles with a window stripe. A fluid membrane element is developed and presented for the blow moulding simulation of geometrically complex objects. A Lagrangian formulation is used for the motion governing equations. The numerical tool is applied for predicting the material behaviour in the production of an automotive boot and of a soap bottle with a window stripe. The contact between parison and mould is handled by a robust algorithm. Next to the description of the parison deformation, we concentrate on the prediction of wall thickness, both axial and circumferential extension components and the area stretch ratio as well.
对连续共挤吹塑的典型应用进行了三维数值模拟。这项技术适用于生产汽车靴和不透明的容器或瓶子与窗口条纹。提出了一种用于几何复杂物体吹塑模拟的流体膜单元。运动控制方程采用拉格朗日公式。应用该数值工具对汽车行李箱和带窗条的肥皂瓶的材料性能进行了预测。采用鲁棒算法处理型腔与模具的接触。除了对截面变形的描述外,我们还着重于对壁厚、轴向和周向拉伸分量以及面积拉伸比的预测。
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引用次数: 0
Prototype Design and Process Optimization Procedure for Products From Glass-Fiber Reinforced Polymer Blends 玻璃纤维增强聚合物共混产品的原型设计与工艺优化
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0626
K. A. Narh, M. Xanthos
In order to minimize the effects of compositional variation in multiphase, multicomponent polymer mixtures equivalent to those found in commingled waste streams, such as those obtained from reclamation/recycling operations of post-consumer containers, several plastic composites containing varying amounts of glass fiber and different compatibilizers/coupling agents are studied. The glass-fiber reinforced composites, based on characteristic compositions simulating post-consumer “curbside tailings”, have been designed and molded into thin-section parts. Structural, and flow analyses were performed with commercial software on different types of plastic parts. Most of the data used in the simulation were experimentally generated on the compatibilized HDPE based polymer blends containing 20% short glass fibers. Issues concerned with injection molding and product performance are discussed.
为了尽量减少多相、多组分聚合物混合物的组成变化的影响,这些混合物相当于混合废物流中发现的那些,例如从消费后容器的回收/回收操作中获得的聚合物混合物,研究了几种含有不同数量玻璃纤维和不同增容剂/偶联剂的塑料复合材料。以模拟消费后“路边尾矿”的特征成分为基础,设计并成型了玻璃纤维增强复合材料薄壁件。利用商业软件对不同类型的塑料件进行了结构和流动分析。模拟中使用的大部分数据都是在含有20%短玻璃纤维的增容HDPE基聚合物共混物上实验产生的。讨论了有关注塑成型和产品性能的问题。
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引用次数: 0
The Influence of Processing on Structural Behaviour: An Interface Between Moldflow and ABAQUS 加工对结构性能的影响:模流与ABAQUS的接口
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0622
W. Bruijs, Rob Brounné
It is well known that the injection molding process has an influence on the structural behaviour of the final plastic part. Due to shrinkage- and warpage effects, the final part does not have the same geometry as the mold, and it contains stresses. Nowadays cost and weight restrictions force part designers to use materials up to their mechanical limits. This puts very stringent requirements on the computer aided engineering of the parts and it becomes more and more important to account for the influence of the injection molding process on the part performance. Moldflow is a versatile processing simulation program which, among others, is capable of predicting the warped shape and the molded-in stresses in a part. ABAQUS is a general purpose structural finite element program that is used to predict the behaviour of the part under a specific load. This paper describes an interface between the two programs which transforms the warped shape and the internal stresses as calculated by Moldflow to ABAQUS. A structural analysis can be performed based on the warped shape and taking into account the stresses. The interface has been used to predict the shape of an injection molded thermoplastic fender. For this application, tight gap and flush requirements put strict requirements on the shape of the fender after mounting it on the vehicle. To be able to judge this shape, a special measurement method has been developed by RENAULT. In this method the plastic fender is placed on a measurement jig and fixed in a prescribed order. Afterwards the fender is measured and based on the results of these measurements the shape of the fender can be judged. This procedure is simulated using the interface and taking into account warpage and molded-in stresses. For reasons of comparison, this simulation is also done without taking into account the molded-in stresses. The results of both simulations are compared with actual test data supplied by RENAULT and it can be concluded that accounting for the actual warpage results in a more accurate prediction of the fender shape. The use of the interface can help in finding the optimal fender shape and the best molding conditions at a stage in the design phase where the final fixing system is not yet decided and tools still have to be made. In this way it helps to shorten the design cycle considerably.
众所周知,注射成型工艺对最终塑性件的结构性能有影响。由于收缩和翘曲的影响,最终的部分不具有相同的几何形状的模具,它包含应力。如今,成本和重量的限制迫使零件设计师使用材料达到其机械极限。这就对零件的计算机辅助工程提出了非常严格的要求,考虑注塑工艺对零件性能的影响也变得越来越重要。Moldflow是一个多功能的加工模拟程序,其中,能够预测翘曲形状和在一个零件的成型应力。ABAQUS是一个通用的结构有限元程序,用于预测零件在特定载荷下的行为。本文描述了两个程序之间的接口,将变形形状和由Moldflow计算的内应力转换为ABAQUS。结构分析可以基于翘曲的形状并考虑到应力。该界面被用于预测注射成型热塑性挡泥板的形状。对于这种应用,严格的间隙和冲洗要求对安装在车辆上的挡泥板的形状提出了严格的要求。为了能够判断这种形状,雷诺开发了一种特殊的测量方法。在这种方法中,塑料护舷被放置在测量夹具上,并按规定的顺序固定。然后对挡泥板进行测量,根据这些测量结果可以判断挡泥板的形状。这一过程是模拟使用界面,并考虑翘曲和成型应力。出于比较的原因,这个模拟也没有考虑模内应力。将这两种模拟结果与雷诺提供的实际测试数据进行了比较,可以得出结论,考虑实际翘曲的结果可以更准确地预测挡泥板形状。界面的使用可以帮助在设计阶段找到最佳的挡泥板形状和最佳成型条件,最终的固定系统尚未确定,工具仍然需要制作。通过这种方式,它有助于大大缩短设计周期。
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引用次数: 0
Integrated Simulations of Structural Performance, Molding Process and Warpage for Gas-Assisted Injection Molded Parts 气辅注塑件结构性能、成型工艺及翘曲的综合模拟
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0617
S. Chen, N. Cheng, Sheng-yan Hu
Integrated simulations of part structural performance, processing characteristics and warpage for the gas-assisted injection molded parts were carried out using a unified CAE model. An analysis algorithm based on DKT/VRT elements superimposed with beam elements representing gas channels of various section geometry was first developed to evaluate part structural performance. During melt/gas filling stage, a mixed control-volume/finite-element/finite-difference method combined with dual-filling-parameter technique was implemented to trace the advancements of melt and gas fronts. For the prediction of secondary gas penetration, flow model of isotropic-shrinkage origin was introduced. Cooling analysis was executed utilizing cycle-averaged boundary element approach considering hollowed core geometry within gas channels. Thermal-induced residual stress was then calculated to predict part warpage. The analysis accuracy from this unified model of 2 1/2-D characteristics show reasonable accuracy when compared with molding experiment and part bending tests. The only difference between process simulation and structure/warpage analyses is that different values of equivalent diameters assigned to beam element representing gas channel should be used, respectively.
采用统一的CAE模型对气辅注射成型零件的结构性能、加工特性和翘曲进行了综合仿真。提出了一种基于DKT/VRT单元与代表不同截面几何形状气体通道的梁单元叠加的分析算法,用于评估零件结构性能。在熔体/气体填充阶段,采用控制体积/有限元/有限差分混合方法,结合双填充参数技术,跟踪熔体和气体锋面的进展。为了预测二次瓦斯穿透,引入了各向同性收缩源渗流模型。利用循环平均边界元方法进行冷却分析,考虑了气通道内空心岩心的几何形状。然后计算热致残余应力来预测零件翘曲。通过与成型试验和零件弯曲试验的比较,该统一模型的分析精度是合理的。过程模拟和结构/翘曲分析之间的唯一区别是,应分别使用分配给代表气体通道的梁单元的等效直径的不同值。
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引用次数: 1
Creation of Conducting Networks of Particles in Polymer Melts by Chaotic Mixing 聚合物熔体中混沌混合粒子导电网络的建立
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0642
R. Danescu, D. Zumbrunnen
Chaotic mixing of a nonconducting thermoplastic melt and initially coarse clusters of conducting particles has been investigated to assess opportunities for the in-situ formation of extended particle networks. Upon capture by solidification, such extended networks may render the composite electrically conducting. Chaotic advection of small, spherical, non-interacting particles was studied computationally and experimentally ill a cavity formed between two offset cylinders. Numerical tracking of individual particles was performed under conditions where global chaotic mixing prevailed. Formation mechanisms were identified at various stages of mixing. After mixing, networks comprising interconnected particles were identified as electrical pathways. Micrographs of composites produced experimentally by two-dimensional chaotic mixing of thermoplastics with conducting carbon black showed structures resembling those predicted by the simulations and provided further insights into formation mechanisms. The electrical resistivity of the composites is also compared to composites produced by conventional means.
研究了不导电的热塑性熔体和最初粗糙的导电颗粒团簇的混沌混合,以评估原位形成扩展颗粒网络的机会。通过凝固捕获后,这种扩展的网络可以使复合材料导电。用计算方法和实验方法研究了小球形非相互作用粒子在两个偏置圆柱间形成的空腔中的混沌平流。在全局混沌混合的情况下,对单个粒子进行了数值跟踪。在混合的不同阶段确定了形成机制。混合后,由相互连接的粒子组成的网络被确定为电通路。热塑性塑料与导电炭黑的二维混沌混合实验产生的复合材料的显微照片显示出与模拟预测相似的结构,并为形成机制提供了进一步的见解。该复合材料的电阻率也与传统方法生产的复合材料进行了比较。
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引用次数: 0
An Optimization Scheme for Part Quality in Injection Molding 一种注射成型零件质量优化方案
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0625
Hua Ye, Yinghui Wu, K. K. Wang
In this paper, a mathematical definition of part warpage is presented by strain tensors and part quality is quantified via numerical simulation. An objective function of part quality is proposed that must be optimized. The resulting optimum is obtained by iterative search in the constrained space based on an numerical optimization algorithm — Simulated Annealing method, which is a global and robust method. The efficiency of the simulated Annealing method is in between calculus-based methods, such as DFP, BFGS, MFD and common search schemes, such as, simplex and exhaust search method, etc. (Goffe, 1994). The results are shown by a number of numerical examples where the part warpage is significantly reduced after optimization.
本文用应变张量给出了零件翘曲的数学定义,并通过数值模拟对零件质量进行了量化。提出了零件质量的优化目标函数。基于数值优化算法——模拟退火法,在约束空间中迭代搜索得到最优解,该算法具有全局鲁棒性。模拟退火方法的效率介于基于演算的方法,如DFP、BFGS、MFD和常见的搜索方案,如单纯形和排气搜索方法等(Goffe, 1994)之间。结果表明,优化后的零件翘曲量明显减小。
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引用次数: 4
Modeling Race Tracking Effects in Liquid Composite Molding 液态复合材料成型中赛车跟踪效果的建模
Pub Date : 1997-11-16 DOI: 10.1115/imece1997-0641
A. W. Chan, R. J. Morgan
Fabrication of polymer composite components for automotive applications typically involve the injection of a reactive polymer resin into a preform placed in a closed mold. This process, generally referred to as liquid composite molding, offers the opportunity for part consolidation and fabrication of large, complex shaped parts in a single molding step. A problem often encountered in the molding of composite components is the channeling flow (or race tracking) of resin along the periphery of the preform. This race tracking flow occurs as a result of a small clearance between the preform periphery and the mold. The resistance to flow in the peripheral clearance is much smaller than that in the bulk preform; hence, resin preferentially flows through this region. This paper will present an integrated approach to modeling flow (both in the preform and along the periphery) in the mold cavity. The objective is to model race tracking as part of the overall flow problem. The solution essentially involves the interfacing of the two flow domains along the preform periphery. An integrated approach will not only lead to more accurate model predictions, but will also lead to improved computational efficiency. Example case studies will be presented to illustrate the importance of including race tracking in modeling liquid composite molding operations.
用于汽车应用的聚合物复合部件的制造通常涉及将反应性聚合物树脂注射到放置在封闭模具中的预成型中。这个过程,通常被称为液体复合成型,提供了一个单一成型步骤的零件巩固和制造大型,复杂形状零件的机会。在复合材料部件的成型中经常遇到的一个问题是树脂沿着预成型体的外围的通道流动(或race tracking)。由于预成型外围和模具之间的小间隙,这种race跟踪流发生。外围间隙内的流动阻力远小于散装预制件内的流动阻力;因此,树脂优先流过这个区域。本文将提出一种综合的方法来建模流(在预成形和沿外围)在模具腔。我们的目标是将比赛跟踪作为整体流问题的一部分进行建模。该解决方案基本上涉及沿预成形外围的两个流域的接口。综合的方法不仅会导致更准确的模型预测,而且还会导致计算效率的提高。示例案例研究将提出,以说明包括比赛跟踪建模液体复合成型操作的重要性。
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引用次数: 2
期刊
CAE and Intelligent Processing of Polymeric Materials
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