Adaptive sensor model
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United States of America Patent
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Apr 8, 2008
Grant Date -
Aug 17, 2006
app pub date -
Feb 11, 2005
filing date -
Feb 11, 2005
priority date (Note) -
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Abstract
The invention provides a method of predicting output values of a physical system from a set of measured inputs of the system using an adaptive model. At each time when a prediction is made, the model is re-initialized to an initial, off-line model and is then refined to incorporate on-line data using a predetermined number of recent sets of measured inputs and outputs. The model thus always remains 'tethered' to the initial, off-line model and if operating conditions remain steady, the model does not become too specific to those operating conditions.
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