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Fault Diagnosis of Nonlinear Systems Using a Hybrid Approach : Lecture Notes in Control and Information Sciences : Book 383 - Ehsan Sobhani-Tehrani

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Fault Diagnosis of Nonlinear Systems Using a Hybrid Approach

By: Ehsan Sobhani-Tehrani, Khashayar Khorasani

eText | 6 June 2009

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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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You Can Find This eBook In

Non-FictionEngineering & TechnologyMechanical Engineering & MaterialsMechanical EngineeringMaterials ScienceMechanics of SolidsDynamics & VibrationReference, Information & Interdisciplinary SubjectsResearch & InformationInformation theoryCybernetics & Systems TheoryScience
PhysicsStatistical PhysicsClassical MathematicsLibrary & Info SciencesLibrary & Information ServicesMathematical Physics

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