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

By Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, et al.

"Neural Network-Based State Estimation of Nonlinear Systems" presents efficient, easy to implement neural network schemes for state estimation, system identification, and fault detection and Isolation with mathematical proof of stability, experimental evaluation, and Robustness against unmolded dynamics, external disturbances, and measurement noises.

• Format: Paperback
• Language: English
• ISBN: 1441914374
• ISBN13: 9781441914378
• Release Date: December 2009
• Publisher: Springer
• Length: 154 Pages
• Weight: 0.56 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"