Title :
Application of a Run-to-Run controller to a vapor phase epitaxy process
Author :
De Luca, C. ; Maran, E. ; Baumgartl, J. ; Beghi, A.
Author_Institution :
Infineon Austria, Villach, Austria
Abstract :
We investigate in this paper a Run-to-Run controller in silicon semiconductor vapor phase epitaxy (VPE). The first analysis leads to the conclusion that the main input parameters are: deposition time and dopant flow, which respectively influence the thickness and dopant concentration on the grown EPI layer. Within the allowed control bounds, the experimental results permit to consider a linear dependence in both relations. Furthermore, a tuning of the silicon gas flow can be added, to guarantee the linearity between time and thickness. In the first control algorithm the exponentially weighted moving-average is applied to both control loops (thickness and doping loops) while in the second one, the Kalman filter is available for the thickness loop only. Both drift and shift disturbances are considered. The optimization of the maintenance is handled by three a priori and two a posteriori check filters. Reliability of the method is investigated. It is shown that the recommended input parameters generated by the Run-to-Run controller loops, together with the imposed filters constraints, guarantee the system stability. The two Run-to-Run systems are validated by means of simulations.
Keywords :
Kalman filters; doping profiles; elemental semiconductors; feedback; process control; semiconductor doping; semiconductor epitaxial layers; silicon; vapour phase epitaxial growth; Kalman filter; Si; a posteriori check filters; a priori check filters; deposition time; dopant concentration; dopant flow; feedback control; run-to-run controller; semiconductor; silicon; vapor phase epitaxy; Control systems; Doping; Epitaxial growth; Filters; Fluid flow; Linearity; Maintenance; Silicon; Stability; Thickness control;
Conference_Titel :
Advanced Semiconductor Manufacturing Conference, 2009. ASMC '09. IEEE/SEMI
Conference_Location :
Berlin
Print_ISBN :
978-1-4244-3614-9
Electronic_ISBN :
1078-8743
DOI :
10.1109/ASMC.2009.5155985