Neural Network-Based State Estimation of Nonlinear Systems: Application to Fault Detection and Isolation

This text offers neural network schemes for state estimation, system identification and fault detection. It covers mathematical proof of stability, experimental evaluation, and robustness against unmolded dynamics, external disturbances and measurement noises.