DocumentCode
835094
Title
Estimating relative deposition rates in a multi-source continuous-deposition process using a single composition sensor
Author
Hilt, Matthew J. ; Vincent, Tyrone L. ; Joshi, Bharat S. ; Simpson, Lin J.
Author_Institution
Numerica Corp., Ft. Collins, CO, USA
Volume
14
Issue
2
fYear
2006
fDate
3/1/2006 12:00:00 AM
Firstpage
247
Lastpage
259
Abstract
When only a single composition sensor is available for a multi-zone co-evaporation process, it can be difficult to determine the relative amount of material deposited in each zone. In this paper, a method of estimating the deposition-rate ratio between zones using small signal perturbation sequences is presented that exploits the exponential dependence of deposition rate on the temperature of the molten metal. A quality metric for the ratio estimate is presented, which can be easily calculated. Then, in order to determine the best perturbation sequence that meets all manufacturing constraints, a constrained optimization problem is described that is shown to be convex. An interesting feature of the solution is the importance of correlations between purturbation inputs. Experimental and simulation results are presented to validate the method.
Keywords
liquid metals; optimisation; sensors; thin films; vacuum deposition; constrained optimization problem; multi-source continuous deposition process; parameter estimation; relative deposition rates estimation; signal perturbation sequences; single composition sensor; Atomic measurements; Boats; Composite materials; Costs; Crystalline materials; Manufacturing; Particle measurements; Temperature dependence; Temperature sensors; Thickness measurement; Experiment design; identification; parameter estimation; thin films; vapor deposition;
fLanguage
English
Journal_Title
Control Systems Technology, IEEE Transactions on
Publisher
ieee
ISSN
1063-6536
Type
jour
DOI
10.1109/TCST.2005.863651
Filename
1597195
Link To Document