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By defining residuals using the adaptive output estimation errors resulting from the output estimators, a fault detection scheme is proposed.
They excel over the existing solutions through the introduction of two co-ordinated feedbacks of the output estimation error: one correcting the continuous state estimates and another adjusting the discrete ones.
The gain adaptation is implemented as the output of a stable filter using the squared norm of the measured output estimation error and the mismatch between each estimate and its saturated value.
Output: Estimation of data flow rate.
Simulation results confirm that the state and output estimation errors approach zero.
The parameter estimation for both architectures is based on an on-line minimization of instantaneous output estimation error.
The switching term of the output estimation error is employed to counteract the adverse effect of external disturbance.
It surveys the role of AI algorithms in modeling, sizing, control, fault diagnosis and output estimation of PV systems.
More specifically, the output estimation could be prepared in time as the new observation arrives without the sequential parameter learning.
Last but not least, the majority of our patients underwent the thermodilution method for cardiac output estimation.
Next, the sensor fault estimation is performed by filtering the output estimation error, as usually done in the residual generation framework.
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