{"title":"Simulation of Granular Temperature of Abrasive Particles in the EKF-CMP System","authors":"Li-Shin Lu, Yu-Ming Lin, C. A. Chen","doi":"10.1109/AMCON.2018.8614792","DOIUrl":null,"url":null,"abstract":"Chemical mechanical planarization/polishing (CMP) is an important process in semiconductor manufacturing. This process integrates the chemical energy and physical energy to reduce the thickness and planarize the surface of wafer. In CMP process, the slurry is a key material to use its silica abrasive nanoparticles distributed on the polishing pad to cut the passivation layer of the wafer surface. In our previous researches, electro kinetic force (EKF) is applied to assist CMP process (EKF-CMP system) with great development potential. This study uses COMSOL Multiphysics analysis software with three modules, electric current, laminar flow and particle tracing, to simulate the dynamic behaviors of abrasive nanoparticles in the slurry under the influence of electro osmosis flow. The results show that the design with positive and negative staggered electrodes produces the convection flow pattern of abrasive particle in the slurry. The simulation result of particles’ velocity field is in good agreement with the experimental result by Particle Image Velocimetry (PIV) method. To quantify the random motions of particles, this study defines the granular temperature as the specific fluctuation kinetic energy of particles. The granular temperature is introduced to be an index to measure the strength of particles fluctuation in the slurry. With the design of bidirectional electrode, the granular temperature increase in both Cu-Blanket film CMP and glass CMP systems. For Cu-Blanket film CMP system, EKF can improve 22.29% of material removal rate (MRR). While for glass CMP system, EKF can improve 9.52% of MRR. The Pearson correlation coefficient between granular temperature and MRR in Cu-Blanket film EKF-CMP and glass EKF-CMP systems are 0.94 and 0.91, respectively, so that the granular temperature can indicate the performance of material removal in EKF-CMP process appropriately. Appling the concept of granular temperature to investigate the particle behavior in CMP slurry is very innovative. The results of this study can be used as a reference for the essential design of the EKF-CMP system.","PeriodicalId":438307,"journal":{"name":"2018 IEEE International Conference on Advanced Manufacturing (ICAM)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE International Conference on Advanced Manufacturing (ICAM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AMCON.2018.8614792","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
Chemical mechanical planarization/polishing (CMP) is an important process in semiconductor manufacturing. This process integrates the chemical energy and physical energy to reduce the thickness and planarize the surface of wafer. In CMP process, the slurry is a key material to use its silica abrasive nanoparticles distributed on the polishing pad to cut the passivation layer of the wafer surface. In our previous researches, electro kinetic force (EKF) is applied to assist CMP process (EKF-CMP system) with great development potential. This study uses COMSOL Multiphysics analysis software with three modules, electric current, laminar flow and particle tracing, to simulate the dynamic behaviors of abrasive nanoparticles in the slurry under the influence of electro osmosis flow. The results show that the design with positive and negative staggered electrodes produces the convection flow pattern of abrasive particle in the slurry. The simulation result of particles’ velocity field is in good agreement with the experimental result by Particle Image Velocimetry (PIV) method. To quantify the random motions of particles, this study defines the granular temperature as the specific fluctuation kinetic energy of particles. The granular temperature is introduced to be an index to measure the strength of particles fluctuation in the slurry. With the design of bidirectional electrode, the granular temperature increase in both Cu-Blanket film CMP and glass CMP systems. For Cu-Blanket film CMP system, EKF can improve 22.29% of material removal rate (MRR). While for glass CMP system, EKF can improve 9.52% of MRR. The Pearson correlation coefficient between granular temperature and MRR in Cu-Blanket film EKF-CMP and glass EKF-CMP systems are 0.94 and 0.91, respectively, so that the granular temperature can indicate the performance of material removal in EKF-CMP process appropriately. Appling the concept of granular temperature to investigate the particle behavior in CMP slurry is very innovative. The results of this study can be used as a reference for the essential design of the EKF-CMP system.
化学机械刨平/抛光(CMP)是半导体制造中的重要工艺。该工艺将化学能和物理能结合起来,使硅片的厚度减小,表面平整。在CMP工艺中,浆料是利用分布在抛光垫上的二氧化硅磨料纳米颗粒切割晶圆表面钝化层的关键材料。在我们以往的研究中,利用电动力(EKF)辅助CMP工艺(EKF-CMP系统)具有很大的发展潜力。本研究采用COMSOL Multiphysics分析软件,结合电流、层流和颗粒示踪三个模块,模拟电渗透流影响下料浆中磨料纳米颗粒的动态行为。结果表明,正负交错电极设计使磨粒在料浆中形成对流流动模式;粒子图像测速(PIV)方法对粒子速度场的模拟结果与实验结果吻合较好。为了量化颗粒的随机运动,本研究将颗粒温度定义为颗粒的比波动动能。引入颗粒温度作为衡量料浆中颗粒波动强度的指标。通过双向电极的设计,Cu-Blanket膜CMP和玻璃CMP体系的颗粒温度都有所提高。对于Cu-Blanket膜CMP系统,EKF可使材料去除率(MRR)提高22.29%。而对于玻璃CMP体系,EKF可使MRR提高9.52%。Cu-Blanket film EKF-CMP和玻璃EKF-CMP体系中颗粒温度与MRR的Pearson相关系数分别为0.94和0.91,因此颗粒温度可以很好地反映EKF-CMP工艺中材料去除的性能。应用颗粒温度的概念来研究CMP浆体中的颗粒行为是很有创新意义的。研究结果可为EKF-CMP系统的基本设计提供参考。