首页 > 最新文献

2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)最新文献

英文 中文
Package Level Warpage Simulation of a Fan Out System in Board Module 板载模块扇出系统的封装级翘曲仿真
M. Frewein, T. Krivec, Q. Tao, J. Zuendel, J. Rosc, M. Gschwandl, P. Fuchs
In manufacturing of electronic packages, especially modules manufactured in a panel level based packaging process, the occurring package warpage is always one of the most critical issues. The deformation of manufactured packages is generally triggered by dimensional changes in the material layers due to thermal expansion and chemical shrinkage during the curing process. Being able to predict the occurring warpage can significantly improve design quality and reliability of electronic systems. The current study deals with the application of finite element simulation to predict the warpage after manufacturing and singularization of a fine line structured multi-die package manufactured in a panel level packaging process. For defining the material properties of the applied dielectric materials, temperature dependent linear elastic models were applied considering the temperature dependency of the materials as well as their orthotropy were applicable. For b-staged resins, a coefficient of chemical shrinkage was determined and implemented in the material model. Copper properties were modelled considering temperature dependency and plasticity while directional effects in copper were neglected. All applied material models have been determined in the course of the project. The package structure was modelled in ABAQUS ®, one of the industry standard multi-physics simulation packages, applying a homogenization approach resulting in a rather small but still accurate model of the package. The boundary conditions were specified based on the actual manufacturing conditions in the production line of the package. Finally the calculated, resulting deformation of the package was compared to the actually measured deformation of the packages, where cross-sectioning profilometry, Shadow Moire methodology and X-ray tomography and have been applied to create the validation data. Based on the presented results it could be shown that the applied finite element simulation approach is suitable for describing the warpage occurring during panel level packaging of electronic modules.
在电子封装制造中,特别是在基于面板级封装工艺的模块制造中,发生的封装翘曲一直是最关键的问题之一。在固化过程中,由于热膨胀和化学收缩导致材料层的尺寸变化,通常会引起制造包件的变形。能够预测发生翘曲可以显著提高电子系统的设计质量和可靠性。本文研究了在面板级封装工艺中,应用有限元模拟方法预测细线结构多模封装的制造和奇点化后的翘曲。考虑材料的温度依赖性和正交异性,采用温度相关线性弹性模型来定义介质材料的材料特性。对于b段树脂,确定了化学收缩系数并在材料模型中实现。铜的性能模型考虑了温度依赖性和塑性,而忽略了铜的方向效应。所有应用的材料模型都是在项目过程中确定的。封装结构在ABAQUS®中建模,ABAQUS®是行业标准的多物理场仿真软件包之一,采用均质化方法,得到了一个相当小但仍然准确的封装模型。边界条件是根据包装生产线的实际制造条件指定的。最后,将计算得到的包体变形与实际测量的包体变形进行比较,其中横截面轮廓术、阴影云纹法和x射线断层扫描已被应用于创建验证数据。结果表明,应用有限元模拟方法可以很好地描述电子模块面板级封装过程中的翘曲现象。
{"title":"Package Level Warpage Simulation of a Fan Out System in Board Module","authors":"M. Frewein, T. Krivec, Q. Tao, J. Zuendel, J. Rosc, M. Gschwandl, P. Fuchs","doi":"10.1109/eurosime.2019.8724518","DOIUrl":"https://doi.org/10.1109/eurosime.2019.8724518","url":null,"abstract":"In manufacturing of electronic packages, especially modules manufactured in a panel level based packaging process, the occurring package warpage is always one of the most critical issues. The deformation of manufactured packages is generally triggered by dimensional changes in the material layers due to thermal expansion and chemical shrinkage during the curing process. Being able to predict the occurring warpage can significantly improve design quality and reliability of electronic systems. The current study deals with the application of finite element simulation to predict the warpage after manufacturing and singularization of a fine line structured multi-die package manufactured in a panel level packaging process. For defining the material properties of the applied dielectric materials, temperature dependent linear elastic models were applied considering the temperature dependency of the materials as well as their orthotropy were applicable. For b-staged resins, a coefficient of chemical shrinkage was determined and implemented in the material model. Copper properties were modelled considering temperature dependency and plasticity while directional effects in copper were neglected. All applied material models have been determined in the course of the project. The package structure was modelled in ABAQUS ®, one of the industry standard multi-physics simulation packages, applying a homogenization approach resulting in a rather small but still accurate model of the package. The boundary conditions were specified based on the actual manufacturing conditions in the production line of the package. Finally the calculated, resulting deformation of the package was compared to the actually measured deformation of the packages, where cross-sectioning profilometry, Shadow Moire methodology and X-ray tomography and have been applied to create the validation data. Based on the presented results it could be shown that the applied finite element simulation approach is suitable for describing the warpage occurring during panel level packaging of electronic modules.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115862632","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Micro-Transfer-Printing and Potential Process Optimizations by FEA 微转移打印及潜在工艺优化的有限元分析
K. Buehler, G. Lorenz, M. Mittag, U. Krieger, Niclas Heise, S. Wicht, R. Gerbach, F. Naumann
Micro-Transfer-Printing ($mu$ TP) as an alternative micro-assembly technology opens up new possibilities in the integration and packaging of smart devices like processed III/V devices, optical filters and special sensors on CMOS and MEMS on wafer-level. The technology uses an elastomer stamp to manipulate multiple printable components at the same time that are difficult to handle because of their size or fragility. Nevertheless, the industrial application of this technology as well as the transfer and upscaling from laboratory scale is still challenging. In order to realize a reliable printing process with sufficient yield, the interaction of the components to be printed, their fixation by tether structures to the source wafer and the adhesion of the transfer stamp must be well adapted. Therefore, the presented work will deal with results of mechanical experiments and FEA-modelling in order to get a deeper understanding of the $mu$ TP-process and will allow a defined tether layout and optimization of the processed source wafers.
微转移印刷($mu$ TP)作为一种替代的微组装技术,为智能设备的集成和封装开辟了新的可能性,如加工的III/V器件,光学滤波器和CMOS和MEMS上的晶圆级特殊传感器。该技术使用弹性体印章来同时操作多个由于尺寸或易碎性而难以处理的可打印组件。然而,该技术的工业应用以及从实验室规模的转移和升级仍然具有挑战性。为了实现具有足够成品率的可靠印刷过程,必须很好地适应待印刷组件的相互作用,它们通过系绳结构固定在源晶圆上以及转移印章的粘附性。因此,所提出的工作将处理机械实验和有限元建模的结果,以便更深入地了解$mu$ tp过程,并将允许定义系绳布局和加工源晶圆的优化。
{"title":"Micro-Transfer-Printing and Potential Process Optimizations by FEA","authors":"K. Buehler, G. Lorenz, M. Mittag, U. Krieger, Niclas Heise, S. Wicht, R. Gerbach, F. Naumann","doi":"10.1109/EUROSIME.2019.8724539","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724539","url":null,"abstract":"Micro-Transfer-Printing ($mu$ TP) as an alternative micro-assembly technology opens up new possibilities in the integration and packaging of smart devices like processed III/V devices, optical filters and special sensors on CMOS and MEMS on wafer-level. The technology uses an elastomer stamp to manipulate multiple printable components at the same time that are difficult to handle because of their size or fragility. Nevertheless, the industrial application of this technology as well as the transfer and upscaling from laboratory scale is still challenging. In order to realize a reliable printing process with sufficient yield, the interaction of the components to be printed, their fixation by tether structures to the source wafer and the adhesion of the transfer stamp must be well adapted. Therefore, the presented work will deal with results of mechanical experiments and FEA-modelling in order to get a deeper understanding of the $mu$ TP-process and will allow a defined tether layout and optimization of the processed source wafers.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127647886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermal Warpage Behavior Analysis of Semiconductor Packages 半导体封装热翘曲行为分析
K. Kariya, Naoaki Tsurumi, T. Maekawa, Mitsuru Morimoto, N. Masago
Prediction of warpage behaviors of semiconductor packages is the most fundamental work for their reliability design. Thus, it is also essential to simulate the fracture of the packages. In this paper, three different test samples were prepared to predict the warpages from the assembly process and material properties by finite element method. From the comparison between experimental study and numerical calculation, it seemed that the initial warpage of the samples was close to zero during the molding process of epoxy-mold-compound (EMC) due to the pressing of a metal mold onto the warping samples. Thus, the warpage of the samples after the molding process could be roughly predicted by using the stress free temperature of EMC defined as the molding temperature in this paper. Furthermore, we found that the calculation including the contribution of the chemical shrinkage of EMC was more effective to simulate the warpages.
半导体封装翘曲行为的预测是其可靠性设计的最基本工作。因此,模拟包装的断裂也是必要的。本文制备了三种不同的试样,用有限元法从装配过程和材料性能两方面预测了翘曲。从实验研究和数值计算的对比来看,在环氧树脂-模具-复合材料(EMC)成型过程中,由于金属模具对翘曲样品的压制,使样品的初始翘曲量接近于零。因此,用本文定义的电磁干扰的无应力温度作为成型温度,可以大致预测成型后样品的翘曲。此外,我们发现考虑电磁兼容的化学收缩贡献的计算更能有效地模拟翘曲。
{"title":"Thermal Warpage Behavior Analysis of Semiconductor Packages","authors":"K. Kariya, Naoaki Tsurumi, T. Maekawa, Mitsuru Morimoto, N. Masago","doi":"10.1109/EUROSIME.2019.8724560","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724560","url":null,"abstract":"Prediction of warpage behaviors of semiconductor packages is the most fundamental work for their reliability design. Thus, it is also essential to simulate the fracture of the packages. In this paper, three different test samples were prepared to predict the warpages from the assembly process and material properties by finite element method. From the comparison between experimental study and numerical calculation, it seemed that the initial warpage of the samples was close to zero during the molding process of epoxy-mold-compound (EMC) due to the pressing of a metal mold onto the warping samples. Thus, the warpage of the samples after the molding process could be roughly predicted by using the stress free temperature of EMC defined as the molding temperature in this paper. Furthermore, we found that the calculation including the contribution of the chemical shrinkage of EMC was more effective to simulate the warpages.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123351297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Coupled Electro-mechanical Simulation of Capacitive MEMS Accelerometer for Determining Optimal Parameters of Readout Circuit 电容式MEMS加速度计的机电耦合仿真,以确定读出电路的最佳参数
P. Zając, M. Szermer, Piotr Amrozik, C. Maj, G. Jablonski
During the design of acceleration measuring system, the optimal choice of sensor parameters may only be made by careful analysis of both the MEMS sensor itself and the readout circuit. Therefore, a coupled electromechanical simulation is usually required. In this paper, we use such a simulation to determine the values of modulation voltage and switching frequency which ensure that the relative readout error is within acceptable limits. Three capacitive MEMS accelerometer structures are analyzed and the relative error due to the impact of electrostatic force is quantified. Based on these results, the recommendations about the optimal readout circuit parameters are given.
在加速度测量系统的设计过程中,只有对MEMS传感器本身和读出电路进行仔细的分析,才能做出传感器参数的最佳选择。因此,通常需要耦合机电仿真。在本文中,我们使用这样的仿真来确定调制电压和开关频率的值,以确保相对读出误差在可接受的范围内。分析了三种电容式MEMS加速度计结构,量化了静电影响下的相对误差。在此基础上,给出了最佳读出电路参数的建议。
{"title":"Coupled Electro-mechanical Simulation of Capacitive MEMS Accelerometer for Determining Optimal Parameters of Readout Circuit","authors":"P. Zając, M. Szermer, Piotr Amrozik, C. Maj, G. Jablonski","doi":"10.1109/EUROSIME.2019.8724513","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724513","url":null,"abstract":"During the design of acceleration measuring system, the optimal choice of sensor parameters may only be made by careful analysis of both the MEMS sensor itself and the readout circuit. Therefore, a coupled electromechanical simulation is usually required. In this paper, we use such a simulation to determine the values of modulation voltage and switching frequency which ensure that the relative readout error is within acceptable limits. Three capacitive MEMS accelerometer structures are analyzed and the relative error due to the impact of electrostatic force is quantified. Based on these results, the recommendations about the optimal readout circuit parameters are given.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125705797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Study of wafer warpage for Fan-Out wafer level packaging: finite element modelling and experimental validation 扇出式晶圆级封装的晶圆翘曲研究:有限元模型与实验验证
A. Salahouelhadj, M. Gonzalez, K. Vanstreels, A. Podpod, A. Phommahaxay, K. Rebibis, E. Beyne
Wafer warpage is a big challenge during wafer process in Fan-Out Wafer-Level-Packaging (FOWLP). It is crucial to keep warpage low as much as possible for successful process integration. The warpage is mainly due to the Coefficient of Thermal Expansion (CTE) mismatch between the involved materials during temperature changes. Furthermore, warpage of molded wafers depends on material properties. Therefore, accurate material characterization has great importance. In this paper, thermal-mechanical properties of the used polymeric materials were measured using nanoindentation and Stereo-Digital Image Correlation (SDIC). In this study, warpage of molded wafers with and without Temporary Bonding Adhesive (TBA) is investigated during heating to 200°C and cooling down to room temperature. SDIC technique was used to measure the warpage of molded wafers. Finally, Finite Element (FE) simulations were carried out using as input the measured thermal-mechanical properties. A comparison between warpage measurements and FE simulation at different temperatures showed a good agreement.
圆片翘曲是扇出式圆片级封装(FOWLP)过程中的一大难题。对于成功的过程集成来说,尽可能地保持低翘曲是至关重要的。翘曲主要是由于温度变化时材料之间的热膨胀系数(CTE)不匹配造成的。此外,模制晶圆的翘曲取决于材料的性能。因此,准确的材料表征具有重要意义。本文采用纳米压痕和立体数字图像相关(SDIC)技术测量了聚合物材料的热力学性能。在这项研究中,研究了在加热到200°C和冷却到室温的过程中,有和没有临时粘合粘合剂(TBA)的模制晶圆的翘曲。采用SDIC技术对模制晶圆的翘曲进行了测量。最后,以测量的热力学性能作为输入,进行有限元模拟。不同温度下的翘曲量测结果与有限元模拟结果吻合较好。
{"title":"Study of wafer warpage for Fan-Out wafer level packaging: finite element modelling and experimental validation","authors":"A. Salahouelhadj, M. Gonzalez, K. Vanstreels, A. Podpod, A. Phommahaxay, K. Rebibis, E. Beyne","doi":"10.1109/EUROSIME.2019.8724578","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724578","url":null,"abstract":"Wafer warpage is a big challenge during wafer process in Fan-Out Wafer-Level-Packaging (FOWLP). It is crucial to keep warpage low as much as possible for successful process integration. The warpage is mainly due to the Coefficient of Thermal Expansion (CTE) mismatch between the involved materials during temperature changes. Furthermore, warpage of molded wafers depends on material properties. Therefore, accurate material characterization has great importance. In this paper, thermal-mechanical properties of the used polymeric materials were measured using nanoindentation and Stereo-Digital Image Correlation (SDIC). In this study, warpage of molded wafers with and without Temporary Bonding Adhesive (TBA) is investigated during heating to 200°C and cooling down to room temperature. SDIC technique was used to measure the warpage of molded wafers. Finally, Finite Element (FE) simulations were carried out using as input the measured thermal-mechanical properties. A comparison between warpage measurements and FE simulation at different temperatures showed a good agreement.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133417899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Numerical Simulation of Reflow Soldering 回流焊的数值模拟
M. Stadler
To guarantee a high level of solder joint durability for soft solder die attach, a uniform bond line thickness is crucial. In addition, for high electrical performance, a low void concentration is desirable. However, these goals are difficult to achieve during reflow soldering. The die tilt and the formation of voids are mainly controlled by fluid forces. We develop a fluid dynamical model to better understand these mechanisms. The model is validated using experimental data. In order to use the model for design improvement, the simulation model is coupled with a genetic optimization algorithm. This arrangement can help to develop designs which lead to (a) uniform bond line thickness and (b) minimal void concentration. Furthermore, advanced search strategies act as an enabler for the generation of innovative design features. They may in turn foster the formulation of new intellectual property. To illustrate the spectrum of possible application scenarios, we show three industrial use cases.
为了保证高水平的软焊模焊点耐久性,均匀的焊线厚度至关重要。此外,为了获得高电性能,需要低空隙浓度。然而,在回流焊过程中,这些目标很难实现。模具的倾斜和孔洞的形成主要由流体力控制。我们开发了一个流体动力学模型来更好地理解这些机制。用实验数据对模型进行了验证。为了利用模型进行设计改进,将仿真模型与遗传优化算法相结合。这种安排可以帮助开发设计,导致(a)均匀的键合线厚度和(b)最小的空隙浓度。此外,先进的搜索策略是产生创新设计特征的推动者。它们可能反过来促进新知识产权的形成。为了说明可能的应用场景,我们展示了三个工业用例。
{"title":"Numerical Simulation of Reflow Soldering","authors":"M. Stadler","doi":"10.1109/EUROSIME.2019.8724550","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724550","url":null,"abstract":"To guarantee a high level of solder joint durability for soft solder die attach, a uniform bond line thickness is crucial. In addition, for high electrical performance, a low void concentration is desirable. However, these goals are difficult to achieve during reflow soldering. The die tilt and the formation of voids are mainly controlled by fluid forces. We develop a fluid dynamical model to better understand these mechanisms. The model is validated using experimental data. In order to use the model for design improvement, the simulation model is coupled with a genetic optimization algorithm. This arrangement can help to develop designs which lead to (a) uniform bond line thickness and (b) minimal void concentration. Furthermore, advanced search strategies act as an enabler for the generation of innovative design features. They may in turn foster the formulation of new intellectual property. To illustrate the spectrum of possible application scenarios, we show three industrial use cases.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134056894","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Reconstructing mid-air acoustic holograms using PMUT arrays: a simulation study 利用PMUT阵列重建半空声全息图的模拟研究
H. Gao, P. Gijsenbergh, S. Mao, A. Halbach, Y. Jeong, D. Cheyns, X. Rottenberg, V. Rochus
Mid-air acoustic holographic techniques allow the tempo-spatial reconstruction of the desired wave profile (in amplitude and/or phase), driving novel applications such as particle trapping and haptics in air. Piezoelectric micro-machined ultrasound transducer (pMUT) remains promising for these applications due to its potential to build up high density, cost effective phase arrays compatible with drive electronics. For this purpose, we characterized in-house fabricated discrete pMUT devices and assumed each element of pMUT phase array performs the same in this paper. Using these parameters as input of $25 times 25$ pMUT arrays, we mainly demonstrated three different acoustic projection methodologies for reconstructing mid-air acoustic holograms 1 cm distant from the aperture by simulations: pure pseudo-inverse (PINV) algorithm, PINV algorithms together with iterative weighting, PINV methods integrated with Tikhonov regularization. The resulting drive performance of pMUT array, calculated as transducer drive efficiency for variant acoustic holograms, was increased by 3-6 times when adding iterative weighting or Tikhonov regularization. The trade-off was the side lobes distributed across the final pressure field compared to the reference of PINV but Tikhonov regularization outperformed iterative weighting especially in the central region.
空中声学全息技术允许对所需的波剖面(振幅和/或相位)进行时空重建,从而推动了诸如粒子捕获和空气触觉等新应用。压电微机械超声换能器(pMUT)在这些应用中仍然很有前途,因为它有潜力建立高密度、低成本的相控阵,与驱动电子兼容。为此,我们对内部制造的离散pMUT器件进行了表征,并假设pMUT相控阵的每个元件都具有相同的性能。利用这些参数作为$25 × 25$ pMUT阵列的输入,通过仿真展示了三种不同的声投影方法,分别是纯伪逆(PINV)算法、PINV算法结合迭代加权、PINV方法结合Tikhonov正则化,用于重建距离孔径1 cm的半空声全息图。当加入迭代加权或Tikhonov正则化时,pMUT阵列的驱动性能提高了3-6倍,计算结果为可变声全息图的换能器驱动效率。与参考的PINV相比,权衡的是侧叶分布在最终压力场中,但Tikhonov正则化优于迭代加权,特别是在中心区域。
{"title":"Reconstructing mid-air acoustic holograms using PMUT arrays: a simulation study","authors":"H. Gao, P. Gijsenbergh, S. Mao, A. Halbach, Y. Jeong, D. Cheyns, X. Rottenberg, V. Rochus","doi":"10.1109/EUROSIME.2019.8724579","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724579","url":null,"abstract":"Mid-air acoustic holographic techniques allow the tempo-spatial reconstruction of the desired wave profile (in amplitude and/or phase), driving novel applications such as particle trapping and haptics in air. Piezoelectric micro-machined ultrasound transducer (pMUT) remains promising for these applications due to its potential to build up high density, cost effective phase arrays compatible with drive electronics. For this purpose, we characterized in-house fabricated discrete pMUT devices and assumed each element of pMUT phase array performs the same in this paper. Using these parameters as input of $25 times 25$ pMUT arrays, we mainly demonstrated three different acoustic projection methodologies for reconstructing mid-air acoustic holograms 1 cm distant from the aperture by simulations: pure pseudo-inverse (PINV) algorithm, PINV algorithms together with iterative weighting, PINV methods integrated with Tikhonov regularization. The resulting drive performance of pMUT array, calculated as transducer drive efficiency for variant acoustic holograms, was increased by 3-6 times when adding iterative weighting or Tikhonov regularization. The trade-off was the side lobes distributed across the final pressure field compared to the reference of PINV but Tikhonov regularization outperformed iterative weighting especially in the central region.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"154 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132971853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Design for Package Miniaturization for a MEMS Pressure Sensor MEMS压力传感器封装小型化设计
R. Duca, M. O. Ghidoni
Sensor technology has become relevant to all aspects of life. Sensors have become central to everyday applications related to safety, security, health and consumer leisure. Sensors are also significantly present in industrial applications such as process control and monitoring. Consumer applications such as smart phones and wearables are nowadays increasing the integrity of various different sensors, significantly augmenting the final product functionality.In order to increase this functionality, maintain application at reasonable size and to increase the room left to the device battery, a drive for device miniaturization is introduced. This need becomes a challenging task at all levels of product cycle from design and virtual characterization up to assembly and testing characterization.This paper will present a methodology developed and employed at finite element modeling (FEM) stage in order to support virtual characterization for device miniaturization at design stage for a MEMS sensor package. All the aspects considered for virtual characterization shall be presented. The target of this methodology is to provide a useful guideline for package designers at an early stage of product development.
传感器技术已经与生活的方方面面息息相关。传感器已经成为与安全、安保、健康和消费者休闲相关的日常应用的核心。传感器也显著存在于工业应用,如过程控制和监测。如今,智能手机和可穿戴设备等消费应用正在提高各种不同传感器的完整性,大大增强了最终产品的功能。为了增加这种功能,保持应用在合理的尺寸,并增加设备电池的空间,引入了设备小型化的驱动器。从设计和虚拟表征到组装和测试表征,这种需求在产品周期的各个层面都成为一项具有挑战性的任务。本文将介绍一种在有限元建模(FEM)阶段开发和使用的方法,以便在MEMS传感器封装的设计阶段支持器件小型化的虚拟表征。应介绍虚拟表征所考虑的所有方面。这种方法的目标是在产品开发的早期阶段为包装设计师提供有用的指导方针。
{"title":"Design for Package Miniaturization for a MEMS Pressure Sensor","authors":"R. Duca, M. O. Ghidoni","doi":"10.1109/eurosime.2019.8724506","DOIUrl":"https://doi.org/10.1109/eurosime.2019.8724506","url":null,"abstract":"Sensor technology has become relevant to all aspects of life. Sensors have become central to everyday applications related to safety, security, health and consumer leisure. Sensors are also significantly present in industrial applications such as process control and monitoring. Consumer applications such as smart phones and wearables are nowadays increasing the integrity of various different sensors, significantly augmenting the final product functionality.In order to increase this functionality, maintain application at reasonable size and to increase the room left to the device battery, a drive for device miniaturization is introduced. This need becomes a challenging task at all levels of product cycle from design and virtual characterization up to assembly and testing characterization.This paper will present a methodology developed and employed at finite element modeling (FEM) stage in order to support virtual characterization for device miniaturization at design stage for a MEMS sensor package. All the aspects considered for virtual characterization shall be presented. The target of this methodology is to provide a useful guideline for package designers at an early stage of product development.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"23 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133271930","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Direct Measurements of Underfill Local Strain Using Confocal Microscopy and Digital Image Correlation 利用共聚焦显微镜和数字图像相关直接测量下填土局部应变
Ying Yang, P. M. Souare, J. Sylvestre
In order to better understand the initiation of crack defects and predict the thermo-mechanical failure of underfill in microelectronic packages, a confocal microscopy-based digital image correlation (confocal-DIC) method was developed to measure the underfill local strain directly. A special underfill, consisting of transparent epoxy with Al2O3 particle fillers, was applied to meet the requirement of confocal imaging inside the resin. A preliminary validation was accomplished on two samples with a simple structure: (a) non-constrained sample for isotropic dilatation and (b) a thin-layer sample for strain gradients in the resin on a glass substrate. Results from both samples were in good agreement with the calculation from the coefficient of thermal expansion (CTE) or the numerical simulation from finite element method (FEM). Furthermore, we applied this technique to measure the strain distribution in the underfill at the chip corner area when the assembly was under thermal loading at 60 °C. The results showed that the maximum strain value appeared exactly at the chip corner area, which is consistent to the simulation results. The measured maximum first principle strain reached around 0.9 %, while the strain on the sidewalls was approximately 0.5 %. Due to the imperfections of the real corner resulting from dicing effects, the measured strain at the corner was lower than the FEM result. In general, the good agreement between measurements and calculations demonstrates the accuracy of our methodology for measuring the underfill local strain in microelectronic packaging assemblies.
为了更好地了解微电子封装下充填体裂纹缺陷的起裂情况,预测下充填体的热力学破坏,提出了一种基于共聚焦显微镜的数字图像相关(confocal- dic)方法直接测量下充填体局部应变。为了满足树脂内部共聚焦成像的要求,采用了一种特殊的底填料,由透明环氧树脂和Al2O3颗粒填料组成。在两个结构简单的样品上完成了初步验证:(A)无约束样品用于各向同性膨胀,(b)薄层样品用于玻璃基板上树脂的应变梯度。两种试样的计算结果与热膨胀系数(CTE)计算结果或有限元数值模拟结果吻合较好。此外,我们应用该技术测量了组件在60°C的热载荷下,芯片角落区域的下填土中的应变分布。结果表明,最大应变值恰好出现在切屑转角区域,与仿真结果一致。测得的最大第一主应变约为0.9%,而侧壁应变约为0.5%。由于实际弯角处由于切割效应造成的缺陷,弯角处实测应变低于有限元计算结果。总的来说,测量和计算之间的良好一致性证明了我们测量微电子封装组件中下填充局部应变的方法的准确性。
{"title":"Direct Measurements of Underfill Local Strain Using Confocal Microscopy and Digital Image Correlation","authors":"Ying Yang, P. M. Souare, J. Sylvestre","doi":"10.1109/EUROSIME.2019.8724546","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724546","url":null,"abstract":"In order to better understand the initiation of crack defects and predict the thermo-mechanical failure of underfill in microelectronic packages, a confocal microscopy-based digital image correlation (confocal-DIC) method was developed to measure the underfill local strain directly. A special underfill, consisting of transparent epoxy with Al2O3 particle fillers, was applied to meet the requirement of confocal imaging inside the resin. A preliminary validation was accomplished on two samples with a simple structure: (a) non-constrained sample for isotropic dilatation and (b) a thin-layer sample for strain gradients in the resin on a glass substrate. Results from both samples were in good agreement with the calculation from the coefficient of thermal expansion (CTE) or the numerical simulation from finite element method (FEM). Furthermore, we applied this technique to measure the strain distribution in the underfill at the chip corner area when the assembly was under thermal loading at 60 °C. The results showed that the maximum strain value appeared exactly at the chip corner area, which is consistent to the simulation results. The measured maximum first principle strain reached around 0.9 %, while the strain on the sidewalls was approximately 0.5 %. Due to the imperfections of the real corner resulting from dicing effects, the measured strain at the corner was lower than the FEM result. In general, the good agreement between measurements and calculations demonstrates the accuracy of our methodology for measuring the underfill local strain in microelectronic packaging assemblies.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124997074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Determination of BEOL Aluminum-Copper Constitutive Equation using FEA Simulation and Response Surface Methodology 用有限元模拟和响应面法确定BEOL铝铜本构方程
R. Sethu, Hansika Jayawardana, K. Soon, A. Chai
The constitutive equation model for a particular aluminum thin film deposited using Physical Vapor Deposition (PVD) process used in wafer fabrication Back End of Line (BEOL) has been determined by matching the data from experimental nanoindentation and Finite Element Analysis (FEA) simulation. The model used is a derivative of the Voce isotropic hardening model which is defined by three coefficients. The Linear Hardening Coefficient, Saturation Flow Stress and Saturation Exponent has been determined to be 21937 MPa, 135 MPa and 25 respectively.
通过对纳米压痕实验数据和有限元分析(FEA)仿真数据的匹配,确定了采用物理气相沉积(PVD)工艺沉积的特定铝薄膜的本构方程模型。所使用的模型是由三个系数定义的voice各向同性硬化模型的导数。线性硬化系数为21937 MPa,饱和流变应力为135 MPa,饱和指数为25。
{"title":"Determination of BEOL Aluminum-Copper Constitutive Equation using FEA Simulation and Response Surface Methodology","authors":"R. Sethu, Hansika Jayawardana, K. Soon, A. Chai","doi":"10.1109/EUROSIME.2019.8724582","DOIUrl":"https://doi.org/10.1109/EUROSIME.2019.8724582","url":null,"abstract":"The constitutive equation model for a particular aluminum thin film deposited using Physical Vapor Deposition (PVD) process used in wafer fabrication Back End of Line (BEOL) has been determined by matching the data from experimental nanoindentation and Finite Element Analysis (FEA) simulation. The model used is a derivative of the Voce isotropic hardening model which is defined by three coefficients. The Linear Hardening Coefficient, Saturation Flow Stress and Saturation Exponent has been determined to be 21937 MPa, 135 MPa and 25 respectively.","PeriodicalId":357224,"journal":{"name":"2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121034805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
2019 20th International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1