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

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Neural Network-Based State Estimation of Nonlinear Systems: Application to Fault Detection and Isolation - Talebi, Heidar A, and Abdollahi, Farzaneh, and Patel, Rajni V
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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.

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Neural Network-Based State Estimation of Nonlinear Systems: Application to Fault Detection and Isolation 2009, Springer, New York, NY

ISBN-13: 9781441914378

2010 edition

Trade paperback