Advanced Energy Industries, Inc.
MAINTENANCE FOR REMOTE PLASMA SOURCES

Abstract:

A system and method for optimizing maintenance of a remote plasma source comprises recording data from a remote plasma source. The data comprises measurements of one or more operating characteristics of the remote plasma source over a period of time and a plurality of indications of system fault event. The method may include receiving the data; analyzing the data; and determining, based on correlations between the measurements of the one or more operating characteristics and the plurality of system fault events, a threshold of an operating point. The operating point may comprise the measurements of the one or more operating characteristics at a particular time. The threshold signifies a pending system fault event is probable to a defined degree of confidence within a specified window of time. The system provides a notification to perform preventative maintenance on the remote plasma source.