发明授权
- 专利标题: Clustering for prediction models in process control and for optimal dispatching
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申请号: US14706768申请日: 2015-05-07
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公开(公告)号: US10054938B2公开(公告)日: 2018-08-21
- 发明人: Jung Cheng Ko , Tzu-Yu Wang , Kewei Zuo , Kuan Teng Lo , Chien Rhone Wang , Chih-Wei Lai
- 申请人: Taiwan Semiconductor Manufacturing Company, Ltd.
- 申请人地址: TW Hsin-Chu
- 专利权人: Taiwan Semiconductor Manufacturing Company, Ltd.
- 当前专利权人: Taiwan Semiconductor Manufacturing Company, Ltd.
- 当前专利权人地址: TW Hsin-Chu
- 代理机构: Slater Matsil, LLP
- 主分类号: G05B17/02
- IPC分类号: G05B17/02 ; G05B15/02 ; G05B19/418
摘要:
A first embodiment is a method for semiconductor process control comprising clustering processing tools of a processing stage into a tool cluster based on processing data and forming a prediction model for processing a semiconductor wafer based on the tool cluster. A second embodiment is a method for semiconductor process control comprising providing cluster routes between first stage tool clusters and second stage tool clusters, assigning a comparative optimization ranking to each cluster route, and scheduling processing of wafers. The comparative optimization ranking identifies comparatively which cluster routes provide for high wafer processing uniformity. Further, wafers that require high wafer processing uniformity are scheduled to be processed along one cluster route that has a high comparative optimization ranking that identifies the one cluster route to have a highest wafer processing uniformity, and wafers that do not require high wafer processing uniformity are scheduled to be processed along another cluster route.
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