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Optimal Control Processing to Increase Single Wafer Reactor Throughput In LPCVD

机译:优化控制处理以提高LPCVD中单晶片反应器的产量

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In this paper, Optimal Control theory is applied to develop an alternative process protocol in single wafer reactor LPCVD on patterned wafer in an effort to minimize the processing time, for given final step coverage. To achieve this, the operating conditions are changed during the deposition in a prescribed manner. A simplified control model is developed from the simultaneous one-dimensional Knudsen diffusion and chemical reaction description. The optimal control problem is formulated to find a temperature trajectory yielding the minimum processing time and its solution is computed numerically via a modified variation of extremals method. To demonstrate the concept of optimal control CVD (OCCVD), we consider the thermally activated deposition of silicon dioxide (SiO_2) from tetraethylorthosilicate (TEOS). Using the simplified control model, the estimated process time to achieve a 96% step coverage at 98% closure with the constant rate CVD (CRCVD) strategy is 729 seconds. Under the same conditions, the optimal control CVD (OCCVD) process time is 278 seconds. Compared to CRCVD, the process time saved with OCCVD is 62%.
机译:在本文中,最优控制理论被用于在图案化晶圆上的单晶圆反应器LPCVD中开发替代工艺协议,以在给定的最终步骤覆盖范围内,将处理时间最小化。为此,在沉积期间以规定的方式改变操作条件。从同时的一维Knudsen扩散和化学反应描述建立了简化的控制模型。制定了最优控制问题,以找到产生最短处理时间的温度轨迹,并通过修正的极值方法的变化来数值计算其解。为了证明最佳控制CVD(OCCVD)的概念,我们考虑了从原硅酸四乙酯(TEOS)进行二氧化硅(SiO_2)的热活化沉积。使用简化的控制模型,使用恒定速率CVD(CRCVD)策略在98%的闭合率下达到96%的阶梯覆盖率的估计过程时间为729秒。在相同条件下,最佳控制CVD(OCCVD)处理时间为278秒。与CRCVD相比,OCCVD可节省62%的处理时间。

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