A method of estimating quality parameters for a plurality of engine
components of a gas turbine engine is provided. The engine components
have at least one sensor responsive to the engine component operation.
The method includes providing an engine model having virtual sensor
values and quality parameters corresponding to the plurality of sensors
of the engine components; comparing the virtual sensor values to actual
sensor values of the plurality of sensors of the engine components to
determine the difference between the actual and virtual sensor values;
amplifying the difference by a predetermined gain; generating a plurality
of quality parameter deltas in response to the sensed difference;
iteratively updating the embedded engine model by inputting a
predetermined portion of the generated quality parameter deltas into the
embedded engine model; adjusting the embedded engine model for engine
operating conditions; and recalculating the virtual sensor values.