Title :
Rapid process recipe optimization for batch thermal reactors
Author :
Erickson, M.A. ; Shah, S. ; Gudmundsson, T. ; Pandey, P.
Author_Institution :
Voyan Technol., Santa Clara, CA, USA
Abstract :
Describes a method for rapidly optimizing the uniformity of thin films deposited or grown on semiconductor wafers in batch thermal reactors. The method allows process recipes to be automatically optimized in as few as two process runs. Challenges associated with optimizing process recipes to yield uniform final film thickness on all wafers processed in each batch are presented, and the uniformity problem is formulated as a run-to-run control problem. A solution to this problem is presented that includes a run-to-run process model, an estimator, and a controller. This solution has been implemented in a software package that is used by engineers in the field to optimize process recipes. Measured results are presented from the optimization of two different process recipes
Keywords :
batch processing (industrial); integrated circuit manufacture; optimal control; process control; rapid thermal processing; thickness control; vapour deposition; batch thermal reactors; rapid process recipe optimization; run-to-run control problem; semiconductor wafers; thin films; uniform final film thickness; Automatic control; Inductors; Optimization methods; Rapid thermal processing; Semiconductor device modeling; Semiconductor films; Semiconductor thin films; Software packages; Sputtering; Thickness control;
Conference_Titel :
Control Applications, 1999. Proceedings of the 1999 IEEE International Conference on
Conference_Location :
Kohala Coast, HI
Print_ISBN :
0-7803-5446-X
DOI :
10.1109/CCA.1999.806665