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

This series aims to report new developments in the fields of control and information sciences <U+0013>quickly, informally and at a high level. The type material considered for publication includes: 1. Preliminary drafts of monographs and advanced textbooks 2. Lectures on a new field, or presen...

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Bibliographic Details
Main Authors: Talebi, Heidar A. (Author), Abdollahi, Farzaneh. (Author), Patel, Rajni V. (Author), Khorasani, Khashayar. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic
Language:English
Published: New York, NY : Springer New York, 2010.
Series:Lecture Notes in Control and Information Sciences, 395
Subjects:
Online Access:https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4419-1438-5
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505 0 # |a Introduction -- Observation (LPNN and NPNN) -- Identification (LPNN and NPNN) -- Actuator Fault Detection and Isolation: Experiments in Robotic Manipulators -- A Robust Actuator Gain Fault Detection and Isolation Scheme -- A Robust Sensor and Actuator Fault Detection and Estimation: Application to a Satellite's Attitude Control Subsystem -- Preliminary Definitions -- Neural Network Learning Rules for Theorem 6.1 -- Stability Conditions of Theorem 6.1-Part 2. 
520 # # |a This series aims to report new developments in the fields of control and information sciences <U+0013>quickly, informally and at a high level. The type material considered for publication includes: 1. Preliminary drafts of monographs and advanced textbooks 2. Lectures on a new field, or presenting a new angle on a classical field 3. Research reports 4. Reports of meetings, provided they are a) of exceptional interest and b) devoted to a specific topic. The timeliness of subject material is very important. Information for Authors Manuscripts should be written in English and be no less the 100, preferably no more than 500 pages. The manuscript in its final and approved version must be submitted in camera-ready form. Authors are encouraged to use LATEX together with the corresponding Springer LATEX macro packages. The corresponding electronic files are also required for the production process, in paticular the online version. Detailed instructions for authors can be found on the engineering site of our homepage: springer.com/series/642. Manuscripts should be sent to one of the series editors, Professor Dr.-Ing. M. Thomas, Institut f<U+00fc>r Regelungstechnik, Technische Universitt̃, Appelstra<U+00df>e 11, 30167 Hannover, Germany, or Professor M. Morari, Institut f<U+00fc>r Automatik, ETH/ETL I 29, Physikstra<U+00df>e 3, 8092 Z<U+00fc>rich, Switzerland, or directly to the Engineering Editor, Springer-Verlag, Tiergartenstres<U+00df>e 17, 69121 Heidelberg, Germany. 
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