A model-free fault detection approach of continuous-time systems from time domain data

In this paper, a model-free approach is presented to design an observer-based fault detection system of linear continuous-time systems based on input and output data in the time domain. The core of the approach is to directly identify parameters of the observer-based residual generator based on a numerically reliable data equation obtained by filtering and sampling the input and output signals.