Control of wafer release in multi cluster tools

Due to the impending transition to 450 mm diameter wafers and efforts toward customization, an increase in setups and transient operation is anticipated for multi cluster tools in semiconductor wafer manufacturing. Clustered photolithography tools are a key class of tools facing this future. Two primary performance metrics that will be used to assess the implications of these changes are throughput and yield. This paper proposes optimization algorithms for wafer release control, which seek to improve yield by minimizing the residency time of wafers in a tool, while maintaining the maximum throughput. We also suggest heuristic algorithms to control the system in transient state. These algorithms address both transient and steady state behavior in a flow line relaxation of the system. The controls are intended to provide guidance for lower level robot controllers.

[1]  James R. Morrison,et al.  Performance evaluation of photolithography cluster tools Queueing and throughput models , 2007 .

[2]  James R. Morrison,et al.  Equipment models for fab level proudction simulation: Practical features and computational tractability , 2009, Proceedings of the 2009 Winter Simulation Conference (WSC).

[3]  R. S. Gyurcsik,et al.  Single-wafer cluster tool performance: an analysis of throughput , 1994 .

[4]  James R. Morrison,et al.  Deterministic Flow Lines With Applications , 2010, IEEE Transactions on Automation Science and Engineering.

[5]  S. Venkatesh,et al.  A steady-state throughput analysis of cluster tools: dual-blade versus single-blade robots , 1997 .

[6]  Shengwei Ding,et al.  Steady-State Throughput and Scheduling Analysis of Multicluster Tools: A Decomposition Approach , 2008, IEEE Transactions on Automation Science and Engineering.

[7]  MengChu Zhou,et al.  Modeling, analysis, simulation, scheduling, and control of semiconductor manufacturing systems: A Petri net approach , 1998 .

[8]  James R. Morrison,et al.  Performance evaluation of photolithography cluster tools , 2007, OR Spectr..

[9]  James R. Morrison,et al.  Multiclass Flow Line Models of Semiconductor Manufacturing Equipment for Fab-Level Simulation , 2011, IEEE Transactions on Automation Science and Engineering.

[10]  B. Avi-Itzhak,et al.  A SEQUENCE OF SERVICE STATIONS WITH ARBITRARY INPUT AND REGULAR SERVICE TIMES , 1965 .

[11]  Tae Kyu Kim,et al.  A Transient State Analysis of Dual-Armed Cluster-tools with Wafer Delay Constraints , 2005 .

[12]  Shengwei Ding,et al.  Throughput Analysis of Linear Cluster Tools , 2007, 2007 IEEE International Conference on Automation Science and Engineering.

[13]  H. Neil Geismar,et al.  Throughput Optimization in Robotic Cells , 2007 .