Unfortunately, such a simple fault detection method can suffer in the practice because it is not robust against
uncertainty. The changes of the residual signal caused for example by the noise or model uncertainty make
impossible to perform the correct fault detection. As a result the undetected faults or false alarms can occur. In order
to omit such a problem, it is necessary to assign wider threshold G y in order to avoid false alarms what reduce the
fault detection sensitivity