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Kinematic Optimization for Chemical Mechanical Polishing Based On Statistical Analysis of Particle Trajectories

机译:基于粒子轨迹统计分析的化学机械抛光运动学优化

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The abrasive effect of particles is one of the basic mechanical actions in chemical mechanical polishing (CMP). In this paper, numerical simulations of particle sliding trajectories are performed to examine the influence of the kinematic parameters on the polishing uniformity of typical rotary-type CMP equipment. The trajectory simulations are carried out based on the kinematic analysis. The results reveal that the speed ratio $alpha$ and the period ratio $k_{T0}$, which represent the coupling relationships among the three basic motions of CMP, are the two major factors affecting the trajectory distribution. Further, a trajectory density parameter is proposed to quantitatively evaluate the global uniformity of the trajectory distributions and to optimize the kinematic parameters for better uniformity. The statistical results of the trajectory density analysis reveal that the trajectory of the wafer edge is denser than that of the wafer central area. To obtain better trajectory uniformity, some particular values of $alpha$ and $k_{T0}$, that is, $alpha=1$ and $k_{T0}=1$, which imply that the basic motions have a special coupling relationship, should be excluded; the preferred kinematic parameter values for CMP are $alpha=0.91hbox{--}0.93$ and $k_{T0}=5hbox{--}7$. This paper provides a basic guide to the kinematic parameter settings of CMP.
机译:颗粒的研磨作用是化学机械抛光(CMP)中的基本机械作用之一。在本文中,对颗粒滑动轨迹进行了数值模拟,以研究运动学参数对典型旋转式CMP设备抛光均匀性的影响。轨迹仿真是基于运动学分析进行的。结果表明,代表CMP的三个基本运动之间的耦合关系的速度比$ alpha $和周期比$ k_ {T0} $是影响轨迹分布的两个主要因素。此外,提出了一种轨迹密度参数,以定量评估轨迹分布的整体均匀性,并优化运动学参数以获得更好的均匀性。轨迹密度分析的统计结果表明,晶片边缘的轨迹比晶片中心区域的轨迹更密集。为了获得更好的轨迹均匀性,$ alpha $和$ k_ {T0} $的某些特定值,即$ alpha = 1 $和$ k_ {T0} = 1 $,这意味着基本运动具有特殊的耦合关系,应排除在外; CMP的首选运动学参数值为$ alpha = 0.91hbox {-} 0.93 $和$ k_ {T0} = 5hbox {-} 7 $。本文为CMP的运动学参数设置提供了基本指南。

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