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

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

Paperback

Series: Lecture Notes in Control and Information Sciences, Book 395

Technology & EngineeringGeneral Mathematics

ISBN10: 1441914374
ISBN13: 9781441914378
Publisher: Springer Nature
Published: Dec 14 2009
Pages: 154
Weight: 0.56
Height: 0.38 Width: 6.14 Depth: 9.21
Language: English

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.

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