An extension to the kalman filter for an improved detection of unknown behavior
An extension to the kalman filter for an improved detection of unknown behavior
The use of Kalman filter (KF) interferes with fault detection algorithms based on the residual between estimated and measured variables, since the measured values are used to update the estimates. This feedback results in the estimates being pulled closer to the measured values, influencing the residuals in the process. Here …