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Fault Diagnosis of Nonlinear Systems Using a Hybrid Approach

By: Ehsan Sobhani-Tehrani Khashayar Khorasani (Author)

Ksh 23,310.00
Format :

Format(s): DRM PDF

ISBN-13: 9780387929071

Publisher: Springer US

Imprint: Springer

Publication Date: June 6th, 2009

Country of Publication: US

Language: English

Physical Edition EAN: 9780387929064

Category: Cybernetics & systems theory , Statistical physics , Dynamics & vibration

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  • Description

  • Author Bio

Theincreasingcomplexityofspacevehiclessuchassatellites,andthecostreduction measures that have affected satellite operators are increasingly driving the need for more autonomy in satellite diagnostics and control systems. Current methods for detecting and correcting anomalies onboard the spacecraft as well as on the ground are primarily manual and labor intensive, and therefore, tend to be slow. Operators inspect telemetry data to determine the current satellite health. They use various statisticaltechniques andmodels,buttheanalysisandevaluation ofthelargevolume of data still require extensive human intervention and expertise that is prone to error. Furthermore, for spacecraft and most of these satellites, there can be potentially unduly long delays in round-trip communications between the ground station and the satellite. In this context, it is desirable to have onboard fault-diagnosis system that is capable of detecting, isolating, identifying or classifying faults in the system withouttheinvolvementandinterventionofoperators.Towardthisend,theprinciple goal here is to improve the ef?ciency, accuracy, and reliability of the trend analysis and diagnostics techniques through utilization of intelligent-based and hybrid-based methodologies.

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