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Analyzing the influence of lifter design and ball mill speed on grinding performance, particle behavior and contact forces 分析了提升器设计和球磨机转速对研磨性能、颗粒行为和接触力的影响
4区 工程技术 Q2 Engineering Pub Date : 2023-01-01 DOI: 10.1051/meca/2023035
Ali Safa, Sahraoui Aissat
Ball mills are the foremost equipment used for grinding in the mineral processing sector. Lifters are placed on the internal walls of the mill and are designed to lift the grinding media (balls) to a higher position. In the calculation of energy consumption in ball mills, classical theories mainly consider factors like the charge fill level, lifter dimensions, the number of lifters, and the rotational speed of the mill. This research recognizes the significance of lifter geometry and proposes a new lifter design aimed at optimizing the energy consumption and efficiency of ball mills. Simulation results by discrete elements obtained in this study were validated using experimental results. By conducting this comparative analysis, the aims of the study was to examine the impact of the new lifter's geometry and rotational speed of the mill on torque, power draw, particles behavior, and contact forces. The findings indicate that when the pitch of the lifters is increased, there is a reduction of 3.30% in torque and power consumption. Additionally, this change leads to an increase in the number of cataracting particles and a 6 to 7% increase in contact forces compared to lifters with a straight shape.
球磨机是矿物加工部门用于研磨的最重要设备。升降机安装在磨机的内壁上,目的是将研磨介质(球)提升到更高的位置。在球磨机能耗计算中,经典理论主要考虑的因素有装料水平、提升机尺寸、提升机数量、球磨机转速等。本研究认识到提升器几何形状的重要性,提出了一种新的提升器设计,旨在优化球磨机的能耗和效率。用实验结果验证了离散元模拟结果。通过进行对比分析,研究的目的是检查新型提升器的几何形状和磨机的转速对扭矩、功率、颗粒行为和接触力的影响。研究结果表明,当提升器的节距增加时,扭矩和功耗降低3.30%。此外,这种变化导致白内障颗粒数量的增加,与直线形状的升降机相比,接触力增加了6%至7%。
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引用次数: 0
Multi-objective shape optimization of developable Bézier-like surfaces using non-dominated sorting genetic algorithm 基于非支配排序遗传算法的可展bsamzier曲面多目标形状优化
4区 工程技术 Q2 Engineering Pub Date : 2023-01-01 DOI: 10.1051/meca/2023031
Jing Lu, XiaoBo Su, Jingyu Zhong, Gang Hu
The shape optimization design of the developable surface is an important research topic in CAD/CAM, and it is widely used in engineering manufacturing. In this paper, NSGA-II (the elitist non-dominated sorting genetic algorithm) is used to study the multi-objective shape optimization problem of generalized cubic developable Bézier-like surfaces (GCDBLS, for short) to promote the application of GCDBLS in industrial software and engineering design. Firstly, the shape optimization of developable surfaces is transformed into the shape optimization of dyadic curves based on the point-to-plane duality theory. Secondly, a multi-objective shape parameter optimization model is developed based on three surface optimality criteria (the shortest arc length, the smallest energy, and the smallest curvature change rate of the dual curve). Finally, the results of shape parameter optimization of GCDBLS obtained by NSGA-II are compared with MSSA and MOGOA to verify the feasibility and superiority of NSGA-II in solving multi-objective shape optimization problems for developable surfaces and the flexibility of GCDBLS in the construction of developable surfaces.
可展曲面的形状优化设计是CAD/CAM中的一个重要研究课题,在工程制造中有着广泛的应用。本文采用NSGA-II(精英非支配排序遗传算法)研究广义三次可展bsamzier -like曲面(GCDBLS,简称GCDBLS)的多目标形状优化问题,促进GCDBLS在工业软件和工程设计中的应用。首先,基于点平面对偶理论,将可展开曲面的形状优化转化为二元曲线的形状优化;其次,基于对偶曲线的最短弧长、最小能量和最小曲率变化率三个曲面优化准则,建立了多目标形状参数优化模型;最后,将NSGA-II获得的GCDBLS形状参数优化结果与MSSA和MOGOA进行了比较,验证了NSGA-II在解决可展曲面多目标形状优化问题中的可行性和优越性,以及GCDBLS在可展曲面构建中的灵活性。
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引用次数: 0
Statistical properties of effective elastic moduli of random cubic polycrystals 随机立方多晶有效弹性模量的统计性质
4区 工程技术 Q2 Engineering Pub Date : 2023-01-01 DOI: 10.1051/meca/2023030
Ningyue Sheng, Shahram Khazaie, Mathilde Chevreuil, Sylvain Fréour
The homogenized elastic properties of polycrystals depend on the grain morphology and crystallographic orientations. For simplification purposes, the orientations of the grains are usually considered three independent Euler angles. However, experimental investigations reveal spatial correlations in these angles. The Karhunen–Loève expansion is used to generate random fields of Euler angles having exponential kernel functions with varying correlation lengths. The effective elastic moduli for numerically generated statistically equiaxed cubic polycrystals are estimated via the classical Eshelby–Kröner Self-Consistent homogenization model. The influence of the correlation lengths of the orientations’ random fields on the statistical properties of the effective elastic moduli has been investigated. Our results show that spatially correlated Euler angles could increase the variability of the homogenized elastic properties compared to the ones having uncorrelated Euler angles. Nevertheless, using independent random variables for Euler angles remains valid when correlation lengths are close to the average grain size.
多晶的均匀弹性性能取决于晶粒形态和晶体取向。为简化起见,晶粒的取向通常被认为是三个独立的欧拉角。然而,实验研究揭示了这些角度的空间相关性。利用karhunen - lo展开生成具有不同相关长度的指数核函数的欧拉角随机场。通过经典的Eshelby-Kröner自洽均匀化模型,估计了数值生成的统计等轴立方多晶的有效弹性模量。研究了方向随机场的相关长度对有效弹性模量统计性质的影响。我们的研究结果表明,与不相关欧拉角相比,空间相关欧拉角可以增加均匀化弹性特性的可变性。然而,当相关长度接近平均晶粒尺寸时,使用独立随机变量表示欧拉角仍然有效。
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引用次数: 1
A neural network-based data-driven local modeling of spotwelded plates under impact 基于神经网络的点焊板碰撞数据驱动局部建模
4区 工程技术 Q2 Engineering Pub Date : 2023-01-01 DOI: 10.1051/meca/2023029
Afsal Pulikkathodi, Elisabeth Lacazedieu, Ludovic Chamoin, Juan Pedro Berro Ramirez, Laurent Rota, Malek Zarroug
Solving large structural problems with multiple complex localized behaviors is extremely challenging. To address this difficulty, both intrusive and non-intrusive Domain Decomposition Methods (DDM) have been developed in the past, where the refined model (local) is solved separately in its own space and time scales. In this work, the Finite Element Method (FEM) at the local scale is replaced with a data-driven Reduced Order Model (ROM) to further decrease computational time. The reduced model aims to create a low-cost, accurate and efficient mapping from interface velocities to interface forces and enable the prediction of their time evolution. The present work proposes a modeling technique based on the Physics-Guided Architecture of Neural Networks (PGANNs), which incorporates physical variables other than input/output variables into the neural network architecture. We develop this approach on a 2D plate with a hole as well as a 3D case with spot-welded plates undergoing fast deformation, representing nonlinear elastoplasticity problems. Neural networks are trained using simulation data generated by explicit dynamic FEM solvers. The PGANN results are in good agreement with the FEM solutions for both test cases, including those in the training dataset as well as the unseen dataset, given the loading type is present in the training set.
解决具有多个复杂局部行为的大型结构问题是极具挑战性的。为了解决这一困难,过去已经开发了侵入式和非侵入式领域分解方法(DDM),其中精炼模型(局部)在其自己的空间和时间尺度上分别求解。在本研究中,采用数据驱动的降阶模型(ROM)代替局部尺度的有限元法(FEM),进一步减少计算时间。简化模型的目的是创建一个低成本、准确和高效的从界面速度到界面力的映射,并能够预测它们的时间演变。本研究提出了一种基于物理导向神经网络架构(pgnns)的建模技术,该技术将输入/输出变量以外的物理变量纳入神经网络架构。我们在具有孔的2D板以及具有快速变形的点焊板的3D情况下开发了这种方法,代表了非线性弹塑性问题。利用显式动态有限元求解器生成的仿真数据对神经网络进行训练。考虑到训练集中存在加载类型,pgan结果与两个测试用例的FEM解决方案非常一致,包括训练数据集中的FEM解决方案以及未见数据集中的FEM解决方案。
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引用次数: 0
Experimental quantification of heat haze errors in stereo-DIC displacements: Application to thermoplastics thermoforming temperature range 立体dic位移中热雾误差的实验量化:在热塑性塑料热成型温度范围中的应用
4区 工程技术 Q2 Engineering Pub Date : 2023-01-01 DOI: 10.1051/meca/2023034
Aniket Ghosh Dastidar, Abderrahmane Ayadi, Marie-France Lacrampe
Stereo digital image correlation (Stereo-DIC) is recurrent in photo-mechanics to measure kinematic fields which can be of high interest for instrumenting open-mould forming processes. Nevertheless, in the presence of pre-heating operations, as observed in the context of thermoforming processes, natural convective heat flows risk emerging and causing optical distortions in the recorded images. Consequently, this alters the precision of the measured full-fields of displacements. To address these challenges, this study proposes an experimental approach with two distinctive features. Firstly, it focuses on regenerating the heat haze effect at a laboratory scale within a partially opened vertical enclosure and without utilizing any filtering air flows. Secondly, the study quantifies the spatial and temporal variations of errors through statistical analyses of the differences between measurements obtained from quasi-static speckle translations and known imposed displacements. Experimental results indicate that the main cause of displacement errors is related to the 3D nature of the hot air turbulence caused by the natural convection phenomenon. This observation is supported by the detection of feather-shaped heat flows causing optical out-of-plane surface deviations. Furthermore, the study validates the possibility of obtaining time-dependent corrective functions for bias errors, which characterize the performance of the calibrated Stereo-DIC system in the presence of heat haze. Despite the limitation of extensive measurements required by the proposed approach, this study contributes to addressing the heat haze effect and constitutes a step towards extending the use of stereo-DIC for in-situ instrumentation of short-duration thermomechanical tests in the presence of heat haze.
立体数字图像相关(Stereo- dic)是光力学中经常使用的一种测量运动场的方法,对开模成形过程的测量具有重要意义。然而,在预热操作的情况下,正如在热成型过程中观察到的那样,自然对流热流有出现的风险,并导致记录图像的光学畸变。因此,这改变了测量位移全场的精度。为了应对这些挑战,本研究提出了一种具有两个显著特征的实验方法。首先,它侧重于在实验室规模上在部分开放的垂直封闭室内再生热霾效应,而不使用任何过滤气流。其次,通过统计分析准静态散斑平移和已知施加位移测量值之间的差异,量化了误差的时空变化。实验结果表明,产生位移误差的主要原因与自然对流现象引起的热空气湍流的三维特性有关。这一观察得到羽状热流引起光学面外表面偏差的检测的支持。此外,该研究验证了获得偏差校正函数的可能性,偏差校正函数表征了校准后的Stereo-DIC系统在热雾存在下的性能。尽管所提出的方法所要求的广泛测量存在局限性,但本研究有助于解决热霾效应,并朝着在热霾存在的情况下将立体dic用于短时间热力学测试的原位仪器的方向迈出了一步。
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引用次数: 0
Numerical investigation of thermal buckling and post-buckling behavior of an EN AW 6016-T4 car roof assembled in a steel body-in-white ena6016 - t4白钢车身车顶热屈曲和后屈曲行为的数值研究
4区 工程技术 Q2 Engineering Pub Date : 2023-01-01 DOI: 10.1051/meca/2023032
Leandro M. da Silva, Christophe Cellard, Edouard Geslain, Laurent Sohier, Olivier Ponte-Felgueiras, Romain Créac'hcadec
The automotive industry is undergoing significant changes driven by factors such as reducing carbon dioxide emissions, advancing technology, evolving regulations, and the emergence of new energy sources. Lightweight materials, particularly aluminum alloys, are being extensively researched and integrated into vehicles to reduce weight and improve performance. However, the heating process during vehicle production can cause thermal buckling in thin aluminum alloy structures, affecting their appearance and quality. While thermal buckling has been studied in other industries, research in the automotive sector, particularly for non-structural parts like car roofs, is limited. This study uses numerical simulation to predict thermal buckling and post-buckling behavior of a EN AW 6016-T4 alloy car roof assembled in a predominantly steel body-in-white. The research findings indicate that roof buckling occurs at a relatively low temperature difference of approximately 60 °C, which is lower than the maximum temperatures experienced during the painting phases in the automotive industry. Consequently, undulations in the roof's shape become apparent, underscoring the importance of design modifications to ensure visual conformity. Validation through physical testing confirms the model's accuracy, providing valuable insights for designing lightweight structures with improved performance and aesthetics.
在二氧化碳排放减少、技术进步、法规发展和新能源出现等因素的推动下,汽车行业正在发生重大变化。轻量化材料,特别是铝合金,正在被广泛研究并集成到车辆中,以减轻重量和提高性能。然而,汽车生产过程中的加热过程会引起薄铝合金结构的热屈曲,影响其外观和质量。虽然热屈曲已经在其他行业得到了研究,但在汽车领域的研究,特别是对车顶等非结构部件的研究还很有限。本研究采用数值模拟的方法预测了一种以钢为主的白车身装配的ena6016 - t4合金车顶的热屈曲和后屈曲行为。研究结果表明,车顶屈曲发生在相对较低的温差下,约为60°C,低于汽车行业涂装阶段所经历的最高温度。因此,屋顶形状的波动变得明显,强调了设计修改的重要性,以确保视觉上的一致性。通过物理测试验证了模型的准确性,为设计具有改进性能和美观的轻质结构提供了有价值的见解。
{"title":"Numerical investigation of thermal buckling and post-buckling behavior of an EN AW 6016-T4 car roof assembled in a steel body-in-white","authors":"Leandro M. da Silva, Christophe Cellard, Edouard Geslain, Laurent Sohier, Olivier Ponte-Felgueiras, Romain Créac'hcadec","doi":"10.1051/meca/2023032","DOIUrl":"https://doi.org/10.1051/meca/2023032","url":null,"abstract":"The automotive industry is undergoing significant changes driven by factors such as reducing carbon dioxide emissions, advancing technology, evolving regulations, and the emergence of new energy sources. Lightweight materials, particularly aluminum alloys, are being extensively researched and integrated into vehicles to reduce weight and improve performance. However, the heating process during vehicle production can cause thermal buckling in thin aluminum alloy structures, affecting their appearance and quality. While thermal buckling has been studied in other industries, research in the automotive sector, particularly for non-structural parts like car roofs, is limited. This study uses numerical simulation to predict thermal buckling and post-buckling behavior of a EN AW 6016-T4 alloy car roof assembled in a predominantly steel body-in-white. The research findings indicate that roof buckling occurs at a relatively low temperature difference of approximately 60 °C, which is lower than the maximum temperatures experienced during the painting phases in the automotive industry. Consequently, undulations in the roof's shape become apparent, underscoring the importance of design modifications to ensure visual conformity. Validation through physical testing confirms the model's accuracy, providing valuable insights for designing lightweight structures with improved performance and aesthetics.","PeriodicalId":49018,"journal":{"name":"Mechanics & Industry","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135058664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analytical modeling of residual stress in end-milling with minimum quantity lubrication 最小润滑条件下立铣削残余应力的解析建模
IF 1.2 4区 工程技术 Q2 Engineering Pub Date : 2022-01-01 DOI: 10.1051/meca/2022002
Linger Cai, Yixuan Feng, S. Liang
Milling with minimum quantity lubrication (MQL) is now a commonly used machining technique in industry. This paper proposed an analytical model for residual stress prediction in milling with MQL based on chip formation orthogonal cutting model and boundary lubrication effect. The effect of lubrication is considered to the change of friction coefficients and the heat loss at the flank surface, which would further affect the prediction of the cutting force and temperature. The proposed model is validated with experimental data done to AZ61A magnesium alloy and obtained a reasonable validation result. The predictive results show at the case investigated, neither feed per tooth nor depth of cut has a significant influence to the general trend of residual stress, where at the surface the residual stress is highly tensile and come to compressive at deeper depth. However, the application of MQL is shown to be able to significantly reduce the average magnitude of the residual stress.
最小润滑铣削(MQL)是目前工业上常用的一种加工技术。提出了一种基于切屑形成正交切削模型和边界润滑效应的MQL铣削残余应力预测分析模型。考虑了摩擦系数的变化和齿面热损失的影响,进而影响切削力和切削温度的预测。用AZ61A镁合金的实验数据对模型进行了验证,得到了合理的验证结果。预测结果表明,在所调查的案例中,每齿进给量和切削深度对残余应力的总体趋势都没有显著影响,在表面残余应力为高拉应力,在更深的深度为压应力。然而,MQL的应用表明,能够显著降低残余应力的平均大小。
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引用次数: 6
Shear buckling of ship plates with different holes 不同孔型船舶板的剪切屈曲
IF 1.2 4区 工程技术 Q2 Engineering Pub Date : 2022-01-01 DOI: 10.1051/meca/2022004
Zhao Zhu, Xiaowen Li, Q. Chen, Yingqiang Cai
Based on the first-order shear deformation theory, numerical methods and mechanical experiments, the shear buckling characteristics of hull plates with different holes are investigated. Through eigenvalue buckling analysis, the critical buckling stress of square plate with hole under uniform shear load on four edges was calculated. The relationship between the critical shear stress and the hole type, hole size and plate thickness was obtained by parameterization. The reduction coefficient (ki) was defined to characterize the effect of the hole on the plate, and the reduction effect of circular hole, square hole and fillet square hole was simplified by graph and fitting polynomial. The results show that the critical buckling shear stress obtained from numerical simulation is in good agreement with the experimental value. For different types of holes, the critical buckling shear stress of the square plate has the same trend with the plate thickness. Both plate thickness and hole size have great influence on the shear stability of the perforated square plate. When the hole size is constant, the critical shear stress increases with the increase of plate thickness. The smaller the hole size is, the greater the influence of plate thickness. The critical shear stress decreases with the increase of hole size, and there is a similar linear relationship. The smaller the plate thickness, the more obvious the linear relationship. In addition, based on the reduction coefficient curve or fitting polynomial proposed in this paper, the influence rules of the three different holes on the shear stability of hull plates can be obtained quickly and effectively, thus providing a useful reference for the design optimization and mechanical property evaluation of ship structures with holes.
基于一阶剪切变形理论、数值方法和力学实验,研究了不同孔洞船体板的剪切屈曲特性。通过特征值屈曲分析,计算了四边均布剪切作用下带孔方板的临界屈曲应力。通过参数化得到了临界剪应力与孔型、孔尺寸和板厚之间的关系。定义了表征孔对板的影响的折减系数ki,并通过图和拟合多项式对圆孔、方孔和圆角方孔的折减效果进行了简化。结果表明,数值模拟得到的临界屈曲剪应力与实验值吻合较好。对于不同孔型的方板,其临界屈曲剪应力随板厚的变化趋势相同。板厚和孔尺寸对带孔方板的剪切稳定性影响较大。当孔尺寸一定时,临界剪应力随板厚的增加而增大。孔尺寸越小,板厚的影响越大。临界剪应力随孔尺寸的增大而减小,且存在类似的线性关系。板厚越小,线性关系越明显。此外,基于本文提出的折减系数曲线或拟合多项式,可以快速有效地获得三种不同孔对船体板剪切稳定性的影响规律,从而为带孔船舶结构的设计优化和力学性能评价提供有益的参考。
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引用次数: 0
Modelling of elastoplastic, multi-scale and multi-contact problems: application to worm gears 弹塑性、多尺度和多接触问题的建模:在蜗杆齿轮中的应用
IF 1.2 4区 工程技术 Q2 Engineering Pub Date : 2022-01-01 DOI: 10.1051/meca/2022003
S. Albahrani, J. T. Alves, A. Duval, T. Chaise, Jean-Pierre de Vaujany, M. Guingand
A nonconventional application of worm gears exploits the irreversibility of these power transmission devices in order to realize fast emergency braking. This application can be used to secure lifting devices. A limiting factor in the design of these instantaneous braking systems is the residual deformations of the worm/wheel contacting teeth, due to the impact between them at each emergency stop. The prediction of these residual displacements requires solving of an elastic–plastic, multi-scale and multi-contact problem. Original numerical tools were developed in this study to solve the problem at global and local scales. The method has been validated by comparing the obtained results with 3D measurements on new and deformed worm/wheel pairs. In order to predict the issue of the worm gear after an impact, a criterion based on kinematic errors is proposed. Applying this criterion gives the maximal admissible torque for the braking system to be operational after the impact.
蜗轮的非常规应用利用了这些动力传动装置的不可逆性,以实现快速紧急制动。此应用程序可用于固定起重设备。这些瞬时制动系统设计中的一个限制因素是蜗杆/轮接触齿的残余变形,这是由于每次紧急停止时它们之间的碰撞造成的。这些残余位移的预测需要解决一个弹塑性、多尺度和多接触问题。本研究开发了原始的数值工具来解决全球和局部尺度上的问题。通过将所得到的结果与新的和变形的蜗轮副的三维测量结果进行比较,验证了该方法的有效性。为了预测蜗轮碰撞后的问题,提出了一种基于运动误差的准则。应用这一准则给出了制动系统在碰撞后能够正常工作的最大允许扭矩。
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引用次数: 2
An indicator of porosity through simulation of melt pool volume in aluminum wire arc additive manufacturing 通过模拟铝丝电弧增材制造中熔池体积,得出孔隙率的指标
IF 1.2 4区 工程技术 Q2 Engineering Pub Date : 2022-01-01 DOI: 10.1051/meca/2021052
Nicolas Béraud, Akram Chergui, M. Limousin, F. Villeneuve, F. Vignat
Managing the quality of functional parts is a key challenge in wire arc additive manufacturing. In case of additive production of aluminum parts, porosity is one of the main limitations of this process. This paper provides an indicator of porosity through the simulation of melt pool volume in aluminum wire arc additive manufacturing. First, a review of porosity formation during WAAM process is presented. This review leads to the proposal of this article: monitoring the porosity inside produced part can be achieved through the melt pool volume monitoring. An adapted Finite Element model is then proposed to determine the evolution of the melt pool volume throughout the manufacturing process of the part. This model is validated by experimental temperature measurement. Then, in order to study the link between the porosity and the melt pool volume, two test parts are chosen to access to two different pore distributions. These two parts are simulated and produced. The porosity rates of produced parts are then measured by X-ray tomography and compared to the simulated melt pool volumes. The analysis of the results highlights the interest of the melt pool volume as a predictive indicator of the porosity rate.
在电弧丝增材制造中,功能部件的质量管理是一个关键的挑战。在铝零件的增材生产中,孔隙率是该工艺的主要限制之一。本文通过对铝丝电弧增材制造中熔池体积的模拟,提供了一种表征孔隙率的指标。首先,对WAAM过程中孔隙的形成进行了综述。由此,本文提出:通过熔池体积监测,可以实现对生产零件内部孔隙度的监测。然后提出了一个适应的有限元模型来确定整个零件制造过程中熔池体积的演变。通过实验测温验证了该模型的正确性。然后,为了研究孔隙度与熔池体积之间的关系,选择了两个试验件来获得两种不同的孔隙分布。对这两个部分进行了仿真和生产。然后用x射线断层扫描测量生产零件的孔隙率,并与模拟熔池体积进行比较。对结果的分析强调了熔池体积作为孔隙率预测指标的重要性。
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引用次数: 8
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Mechanics & Industry
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