Sf. Lee et al., RTSPC - A SOFTWARE UTILITY FOR REAL-TIME SPC AND TOOL DATA-ANALYSIS, IEEE transactions on semiconductor manufacturing, 8(1), 1995, pp. 17-25
Competition in the semiconductor industry is forcing manufacturers to
continuously improve the capability of their equipment. The analysis o
f real-time sensor data from semiconductor manufacturing equipment pre
sents the opportunity to reduce the cost of ownership of the equipment
. Previous work by the authors showed that time series filtering in co
mbination with multivariate analysis techniques can be utilized to per
form statistical process control, and thereby generate real-time alarm
s in the case of equipment malfunction. A more robust version of this
fault detection algorithm is presented. The algorithm is implemented t
hrough RTSPC, a software utility which collects real-time sensor data
from the equipment and generates realtime alarms. Examples of alarm ge
neration using RTSPC on a plasma etcher are presented.