Monitoring nonlinear dynamical systems: a combined observer-based and local approach

The problem of fault detection and isolation (FDI) for nonlinear dynamical systems in state-space form is addressed through a statistical approach involving a state observer. Simulation results on a microbial growth process are provided, which illustrate the relevance of the proposed method.