The electronic head: a virtual quality instrument
Wide, P.
Industrial Electronics, IEEE Transactions on
Volume 48, Issue 4, Aug 2001 Page(s):766 - 769
Digital Object Identifier 10.1109/41.937408
Summary:This paper describes a new approach to virtual instrumentation,
qualitative estimation, and decision making of a dynamically changing
quality assessment. The authors illustrate this approach in an
electronic head concept, in which they combine the amount of information
received, and apply feature extraction analysis and a fuzzy clustering
technique to assess the quality as acquired from a human expert. By
combining data from different artificial sensor systems into a single
set of meaningful features, they obtain information that is of greater
human benefit than the aggregate of its contributing sensors. The
combination of sensor data by fuzzy rules has the aim of performing
human-like inferences that may be impossible by the single artificial
sensors. The entire sensor system acts as a virtual instrument for
dynamic industrial process monitoring. This virtual instrument allows
easy sensor observation and learning interaction with a human operator
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