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Techno-Economic Model and Simulation for Wind Blade Manufacturing 风电叶片制造技术经济模型与仿真
Pub Date : 2018-11-07 DOI: 10.12783/asc33/26009
S. Johnson, M. Polcari, J. Sherwood
The ongoing demand to reduce the LCOE (Levelized Cost of Electricity) drives the wind industry to explore new technologies that will advance the state-of-the-art for composite wind blade manufacturing. These new technologies span the range from new resins and fibers, to improved blade designs, to innovative manufacturing techniques. However, since the introduction and widespread adoption of vacuumassisted resin-infusion techniques for blade making, there has been no significant change in the basic labor-intensive manufacturing process for wind blade production. In the current research, a Techno-Economic Model (TEM) and a complementary simulation of a generic wind blade manufacturing facility are developed. The TEM is sufficiently robust to take into account the very rapid product refresh cycle (and concurrent consumption of capital), differences in blade lengths, and the potential future composite technologies such as carbon fiber and thermoplastics that could impact the blade design and resulting manufacturing processes. To investigate the long-term costs and benefits, the TEM also takes into account the cash flows over a multi-year period so that the true value of improvements can be identified and used to justify capital investment in automation and other process changes. The complimentary simulation is built in DELMIA. DELMIA allows for a visual tool to evaluate how changes in the manufacturing steps will impact process flow and timing. The integration of these two models into a full Techno-Economic Analysis (TEA) provides a comprehensive tool to identify opportunities for increasing throughput and for exploring the impact of capital investments.
降低LCOE(平准化电力成本)的持续需求推动风能行业探索新技术,这将推动复合风叶片制造的最新技术。这些新技术涵盖了从新的树脂和纤维,到改进的叶片设计,再到创新的制造技术。然而,自从引进和广泛采用真空辅助树脂灌注技术制造叶片以来,风电叶片生产的基本劳动密集型制造过程并没有发生重大变化。在目前的研究中,开发了一个技术经济模型(TEM)和一个通用的风力叶片制造设施的互补仿真。TEM足够强大,可以考虑到非常快的产品更新周期(以及同时消耗的资金)、叶片长度的差异,以及潜在的未来复合材料技术,如碳纤维和热塑性塑料,这些技术可能会影响叶片的设计和最终的制造过程。为了调查长期成本和收益,TEM还考虑了多年期间的现金流,以便可以确定改进的真正价值,并用于证明自动化和其他流程变更的资本投资的合理性。免费的仿真是在DELMIA中构建的。DELMIA允许使用可视化工具来评估制造步骤的变化将如何影响流程和时间。将这两个模型整合到一个完整的技术经济分析(TEA)中,提供了一个全面的工具来确定增加吞吐量的机会,并探索资本投资的影响。
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引用次数: 1
A Benchmark Example for Delamination Propagation Predictions Based on the Single Leg Bending Specimen Under Quasi-static and Fatigue Loading 准静态和疲劳载荷下基于单腿弯曲试样分层扩展预测的基准算例
Pub Date : 2018-11-07 DOI: 10.12783/ASC33/26004
R. Krueger, L. Deobald, H. Gu
Benchmark examples based on Single Leg Bending (SLB) specimens with equal and unequal bending arm thicknesses were used to assess the performance of delamination prediction capabilities in finite element codes. First, the development of the quasi-static benchmark cases using the Virtual Crack Closure Technique (VCCT) is discussed in detail. Second, based on the quasi-static benchmark results, additional benchmark cases to assess delamination propagation under fatigue loading are created. Third, the application is demonstrated for the commercial finite element code Abaqus Standard 2018. The benchmark cases are compared to results obtained from VCCTbased, automated quasi-static propagation analysis. A comparison with results from automated fatigue propagation analysis was not performed at this point since the current version of Abaqus does not include this capability under variable mixed-mode conditions. In general, good agreement between the results obtained from the quasistatic propagation analysis and the benchmark results were achieved. Overall, the benchmarking procedure proved valuable for analysis verification.
采用弯曲臂厚度相等和不等的单腿弯曲(SLB)试件的基准算例,对有限元程序中分层预测能力的性能进行了评估。首先,详细讨论了基于虚拟裂纹闭合技术(VCCT)的准静态基准案例的开发。其次,在准静态基准测试结果的基础上,建立了额外的基准测试案例来评估疲劳载荷下的分层扩展。第三,对商业有限元代码Abaqus Standard 2018进行了应用演示。将基准案例与基于vcct的自动化准静态传播分析结果进行比较。由于当前版本的Abaqus不包括可变混合模式条件下的这种能力,因此没有与自动疲劳传播分析的结果进行比较。总的来说,准静态传播分析的结果与基准测试的结果非常吻合。总的来说,对标程序证明对分析验证是有价值的。
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引用次数: 3
Buckling Stability of Additively Manufactured Isogrid 增材制造等网格的屈曲稳定性
Pub Date : 2018-11-07 DOI: 10.12783/ASC33/26164
S. Ananth, T. Whitney, E. Toubia
This work investigated the buckling stability of isogrid panels manufactured using fused deposition modelling (FDM). In particular, it verified the use of existing closed form analytical solutions and finite element analyses for predicting both global and local buckling loads and modes for these structures. FDM-produced isogrid samples were subjected to uniaxial quasi-static compression with boundary conditions approximating simple supports. Buckling values and mode shapes were obtained from Digital Image Correlation (DIC). The values obtained experimentally were compared to buckling loads calculated using finite element analysis and closed form solutions for orthotropic materials. Good agreement was obtained in comparing finite element analysis to experimental results for both global and local modes, while closed-form solutions compared well for the global modes for which the solutions were intended.
本文研究了用熔融沉积模型(FDM)制造的等网格板的屈曲稳定性。特别是,它验证了使用现有的封闭形式解析解和有限元分析来预测这些结构的整体和局部屈曲载荷和模态。在边界条件近似简支的条件下,采用fdm制作的等网格试样进行单轴准静态压缩。屈曲值和模态振型由数字图像相关(DIC)得到。实验得到的数值与有限元分析计算的屈曲载荷和正交各向异性材料的闭合形式解进行了比较。在将有限元分析与实验结果进行比较时,得到了良好的一致性,对于全局模态和局部模态,封闭形式的解比较好。
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引用次数: 1
A Novel Test Method to Induce Bi-Axial Stress States in Thin-Ply Carbon Composites Under Combined Longitudinal Tension and Transverse Compression 在纵向拉伸和横向压缩联合作用下诱导薄层碳复合材料双轴应力状态的新型测试方法
Pub Date : 2018-11-07 DOI: 10.12783/asc33/25937
Tamas Rev, G. Czél, M. Wisnom
A novel test configuration has been developed to induce combined stress-states of inplane longitudinal tension and transverse compression in unidirectional (UD) composite layers. Two different multi-directional laminates have been designed incorporating UD carbon/epoxy plies embedded in angle-ply blocks of the same material. The scissoring deformation of the angle-plies induces compression in the central UD layers when the composite is strained in the 0° fibre direction. The amount of transverse compressive stress is determined through an inverse identification method from the measured surface strains of the laminates. Despite the large in-plane transverse compressive strain generated, there is only about 9% drop in the failure strain of the laminates when compared to the baseline failure strain of the UD carbon/epoxy material.
我们开发了一种新颖的测试配置,用于在单向(UD)复合材料层中诱导平面纵向拉伸和横向压缩的组合应力状态。我们设计了两种不同的多向层压板,将 UD 碳/环氧层嵌入相同材料的角层块中。当复合材料在 0° 纤维方向上受到应变时,角材的剪切变形会导致中心 UD 层受到压缩。横向压缩应力的大小是根据测量到的层压板表面应变,通过反识别方法确定的。尽管产生了较大的面内横向压缩应变,但与 UD 碳/环氧材料的基线破坏应变相比,层压板的破坏应变仅下降了约 9%。
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引用次数: 3
Optimal Design of Composite Shells with Multiple Cutouts Based on POD and Machine Learning Methods 基于POD和机器学习方法的多切口复合材料壳体优化设计
Pub Date : 2018-11-07 DOI: 10.12783/ASC33/26160
K. Tian, Shiyao Lin, Jiaxin Zhang, A. Waas
Due to the high specific stiffness and strength, composite shells have been widely used in fuel tanks of launch vehicles. The buckling analysis of composite shells with cutouts based on the finite element (FE) method is too time-consuming. From the point-of-view of model size reduction, a novel Proper Orthogonal Decomposition (POD)-based buckling method is proposed in this paper, which can significantly increase the computational efficiency of buckling analysis. In order to improve the efficiency and effectiveness of prediction and optimization of composite shells with multiple cutouts, the POD method is integrated into an optimization framework that uses Gaussian process (GP) machine learning method. First, the training set used for the machine learning training is generated efficiently by means of the POD method. Then, the obtained set is trained and tested based on the Gaussian process method. The inputs are ply angles of the composite shell and the output is the buckling load of the composite shell containing cutouts. In order to maximize the buckling load of the composite shell against cutouts, the Genetic Algorithm is combined with the trained Gaussian process method to search for the optimal ply angles. Finally, an illustrative example is carried out to demonstrate the effectiveness of the proposed prediction and optimization framework.
复合材料壳体由于具有较高的比刚度和强度,在运载火箭燃料箱中得到了广泛的应用。基于有限元法的带孔洞复合材料壳屈曲分析过于耗时。从模型尺寸缩减的角度出发,提出了一种基于适当正交分解(POD)的新型屈曲分析方法,可显著提高屈曲分析的计算效率。为了提高多切口复合材料壳体预测优化的效率和有效性,将POD方法集成到采用高斯过程(GP)机器学习方法的优化框架中。首先,利用POD方法高效地生成用于机器学习训练的训练集。然后,基于高斯过程方法对得到的集合进行训练和测试。输入为复合材料壳体的铺层角,输出为含切口的复合材料壳体的屈曲载荷。为了使复合材料壳体对切口的屈曲载荷最大化,将遗传算法与训练好的高斯过程方法相结合,寻找最优铺层角。最后,通过实例验证了所提出的预测和优化框架的有效性。
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引用次数: 0
Effect of Stacking Sequence on Compressive Strength Reduction of Aircraft Composite Structures 堆垛顺序对飞机复合材料结构抗压强度折减的影响
Pub Date : 2018-11-07 DOI: 10.12783/asc33/26042
K. Oka, M. Kashiwagi, K. Miura, Yukihiro Sato, T. Abe, K. Takagi
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引用次数: 0
Effects of Manufacturing-induced Residual Stress on the Strength of an L-Shaped Textile Composite Flange 制造残余应力对l型纺织复合材料法兰强度的影响
Pub Date : 2018-11-07 DOI: 10.12783/asc33/25913
James T. Roach, Weijia Chen, Dianyun Zhang
Polymer Matrix Composites (PMC) use is increasing in several industries due to their attractiveness relative to weight savings. Fabrication of this material system type requires a cure cycle, performed at elevated temperatures, that induces residual stresses at post-cure due to significant mismatch of fiber and matrix material properties. An integrated has been developed encompassing heat transfer analysis, a viscoelastic constitutive law, and cure kinetics to predict the residual stress distribution and corresponding geometric change after demolding. This paper summarizes efforts performed toward enhanced understanding of these residual thermal stress effects on the delamination type of failure for an angled composite flange under 4-point bending. This study paves the way for fully coupling the composite manufacturing process with structural performance through an Integrated Computational Materials Engineering (ICME) framework.
聚合物基复合材料(PMC)由于其相对于减轻重量的吸引力,在一些行业中的应用正在增加。这种材料系统类型的制造需要在高温下进行固化循环,由于纤维和基体材料特性的显著不匹配,在固化后会产生残余应力。已经开发了包括传热分析、粘弹性本构律和固化动力学在内的综合方法来预测脱模后的残余应力分布和相应的几何变化。本文总结了为进一步了解这些残余热应力对4点弯曲下角度复合材料法兰分层类型失效的影响所做的努力。本研究通过集成计算材料工程(ICME)框架为复合材料制造过程与结构性能的完全耦合铺平了道路。
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引用次数: 0
Analysis of Open Hole Tensile Strength in a Prepreg Platelet Molded Composite with Stochastic Meso-Structure 随机细观结构预浸液血小板成型复合材料的开孔拉伸强度分析
Pub Date : 2018-11-07 DOI: 10.12783/ASC33/26057
Sergii G. Kravchenko, B. Denos, D. Sommer, Anthony Favoloro, W. Avery, Byron Pipes
The variability of open-hole tensile strength of a prepreg platelet molded composite with stochastic meso-morphology and deterministic platelet size was simulated by progressive failure analysis. Continuum damage mechanics was used to model the constitutive response of the platelet material. The analysis showed that openhole coupon fracture may occur at or away from the hole, depending on the stochastic meso-morphology details. It was also demonstrated that as the notch diameter is increased, the probability of fracture at the notch is increased.
采用渐进式失效分析方法,模拟了具有随机细观形态和确定性血小板尺寸的预浸液血小板成型复合材料的开孔拉伸强度变化规律。采用连续损伤力学方法模拟了血小板材料的本构响应。分析表明,裸眼裂缝可能发生在井眼或远离井眼,这取决于随机细观形貌细节。随着切迹直径的增大,切迹处断裂的概率增大。
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引用次数: 1
Dynamic Behavior of Carbon Fiber Reinforced Polymer (CFRP) Composites at Higher Strain Rates 碳纤维增强聚合物(CFRP)复合材料在高应变速率下的动态行为
Pub Date : 2018-11-07 DOI: 10.12783/ASC33/25973
M. Hashim, D. Roux, A. Amirkhizi
Carbon Fiber Reinforced Polymer (CFRP) composites are known to have highly variable modulus and strength based on fiber direction. This presents significant challenges when attempting to identify their mechanical properties. In particular, the composite strength and failure envelope in multi-axial loading is expected to have a complex nature due to anisotropy. Furthermore the heterogeneity of CFRP composites makes it even more difficult to model their failure modes and behavior. These intricacies become more pronounced at higher strain rates. In this study specimens with varying layup, geometry, and fiber volume fractions were tested in different loading conditions. Fiber volume fractions of the samples have been determined using thermogravimetric analysis (TGA) in nitrogen gas environment burnout tests. High strain rate response of CFRP composites are of scientific and technological interest. They are used extensively in aerospace (due to their high specific strength and stiffness) which necessitates their characterization for high velocity impact. The polymeric resins are of course expected to demonstrate rate dependence. Therefore split Hopkinson pressure bar (SHPB) experiments were used to determine the high strain rate response of CFRP composites in this study. The dependence of failure stress and strain on the strain rate was examined and summarized based on different loading conditions, geometries and layups. The failure stress is not very sensitive to strain rate in the range of this study, however comparisons with quasi-static data is done to further analyze this effect. The failure strains are higher when bidirectional specimens are loaded in the transverse direction (normal to the plane of fibers) compared to the axial loading of the unidirectional specimens. Meanwhile it was observed that the failure stresses of both unidirectional and bi-directional fiber specimens are close to each other. This has led to proposing a resin strength dominated failure mode for CFRP composites.
众所周知,碳纤维增强聚合物(CFRP)复合材料具有基于纤维方向的高度可变的模量和强度。这在试图确定其机械性能时提出了重大挑战。特别是,由于各向异性,复合材料的强度和破坏包络线在多轴载荷下预计具有复杂性。此外,CFRP复合材料的非均质性使其破坏模式和行为的建模更加困难。在较高的应变速率下,这些复杂性变得更加明显。在本研究中,具有不同铺层、几何形状和纤维体积分数的样品在不同的加载条件下进行了测试。采用热重分析法(TGA)测定了氮气环境下试样的纤维体积分数。CFRP复合材料的高应变率响应具有重要的科学和技术意义。它们广泛用于航空航天(由于其高比强度和刚度),这就要求它们具有高速冲击的特性。聚合物树脂当然会表现出速率依赖性。因此,本研究采用劈裂霍普金森压杆(SHPB)实验来确定CFRP复合材料的高应变率响应。在不同的加载条件、不同的几何形状和不同的铺层情况下,分析和总结了破坏应力和应变与应变率的关系。在本研究范围内,破坏应力对应变速率的影响不是很敏感,但通过与准静态数据的比较,进一步分析了这种影响。横向(垂直于纤维平面)加载时,双向试件的破坏应变高于单向试件的轴向加载。同时观察到单向和双向纤维试样的破坏应力接近。这导致提出了树脂强度主导的CFRP复合材料的破坏模式。
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引用次数: 0
Development of Composite Leaf Springs Made by 4D Printing 4D打印复合钢板弹簧的研制
Pub Date : 2018-11-07 DOI: 10.12783/ASC33/25975
S. Hoa
4D printing is a manufacturing process which combines 3D printing with reconfiguration of the structure into a more complex form. The normal 4D printing would involve the deposition of polymeric materials with special properties to make flat layers. These flat layers are then subjected to some activation mechanism such as heat, light, water absorption etc. The materials in the flat layers then react to the activation mechanism to change the shape of the structure. 4D printing work was started in 2013 by Tibbits, and has received increasing attention. Most of the materials used in 4D printing have low mechanical properties. The modulus of these materials in only about 5 MPa, and these need to have special properties which can be expensive, and may not be widely available. 4D printing of composites is similar to the 4D printing mentioned above, except that the materials are regular composite materials that have been used to make structures such as airframes. These materials are light and stiff (modulus along fiber direction in order of 180 GPa), and strong (strength along fiber direction in the order of 1500 MPa). Flat layers of the composite are laid using either Hand Lay Up (HLU) or Automated Fiber Placement (AFP). The layers have different orientations to make unsymmetric laminates. Upon curing, the interaction of layer of different orientations will make the structure to be curved. This technique can be used to make structures of different curvatures, without the need to use complex molds. While the shape can be obtained, the question that remains is whether the structure is strong and stiff enough for engineering applications. This paper presents the formulation to determine the curvature, and the stiffness of the composite curved beams, intended for spring applications, that are made using 4D printing method.
4D打印是一种将3D打印与结构重构结合成更复杂形式的制造工艺。普通的4D打印将涉及到具有特殊性能的聚合物材料的沉积,以制作平面层。这些平面层然后受到一些激活机制,如热、光、吸水等。然后,平面层中的材料对激活机制作出反应,改变结构的形状。4D打印工作于2013年由Tibbits开始,并受到越来越多的关注。大多数用于4D打印的材料具有较低的机械性能。这些材料的模量仅在5mpa左右,并且这些材料需要具有特殊的性能,这些性能可能很昂贵,并且可能无法广泛使用。复合材料的4D打印与上面提到的4D打印类似,不同的是材料是常规的复合材料,已经用于制造机身等结构。这些材料质轻、硬度高(沿纤维方向的模量约为180 GPa),强度高(沿纤维方向的强度约为1500 MPa)。复合材料的平面层铺设使用手动铺设(HLU)或自动纤维铺设(AFP)。这些层具有不同的方向,形成不对称的层压板。固化后,不同取向层的相互作用会使结构发生弯曲。这种技术可以用来制造不同曲率的结构,而不需要使用复杂的模具。虽然可以获得形状,但仍然存在的问题是结构是否足够坚固和刚性以用于工程应用。本文给出了确定曲率和刚度的公式,用于弹簧应用的复合弯曲梁,使用4D打印方法制作。
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引用次数: 0
期刊
American Society for Composites 2018
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