Neural Network-Based State Estimation of Nonlinear Systems : Application to Fault Detection and Isolation (Lecture Notes in Control and Information Sciences) <Vol. 395>

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.