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Fault Diagnosis of Nonlinear Systems Using a Hybrid Approach - (Lecture Notes in Control and Information Sciences) (Paperback)

Fault Diagnosis of Nonlinear Systems Using a Hybrid Approach - (Lecture Notes in Control and Information Sciences) (Paperback) - 1 of 1
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About this item

Highlights

  • Theincreasingcomplexityofspacevehiclessuchassatellites, andthecostreduction measures that have affected satellite operators are increasingly driving the need for more autonomy in satellite diagnostics and control systems.
  • Author(s): Ehsan Sobhani-Tehrani & Khashayar Khorasani
  • 268 Pages
  • Technology, Mechanical
  • Series Name: Lecture Notes in Control and Information Sciences

Description



About the Book



This book presents a novel integrated hybrid approach for fault diagnosis (FD) of nonlinear systems, which takes advantage of both systems' mathematical model and the adaptive nonlinear approximation capability of computational intelligence techniques.



Book Synopsis



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.



From the Back Cover



There is an increasing demand for man-made dynamical systems to operate autonomously in the presence of faults and failures in sensors, actuators or components. Fault diagnosis and health monitoring are essential components of an autonomous system. Hence, a high demand exists for the development of intelligent systems that are able to autonomously detect the presence and isolate the location of faults occurring in different components of complex dynamical systems. Fault Diagnosis of Nonlinear Systems Using A Hybrid Approach focuses on developing a fault diagnosis methodology that enables on-line health monitoring of nonlinear systems and off-line monitoring purposes.

Dimensions (Overall): 9.21 Inches (H) x 6.14 Inches (W) x .61 Inches (D)
Weight: .9 Pounds
Suggested Age: 22 Years and Up
Number of Pages: 268
Genre: Technology
Sub-Genre: Mechanical
Series Title: Lecture Notes in Control and Information Sciences
Publisher: Springer
Format: Paperback
Author: Ehsan Sobhani-Tehrani & Khashayar Khorasani
Language: English
Street Date: June 22, 2009
TCIN: 1006476910
UPC: 9780387929064
Item Number (DPCI): 247-37-9824
Origin: Made in the USA or Imported
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Shipping details

Estimated ship dimensions: 0.61 inches length x 6.14 inches width x 9.21 inches height
Estimated ship weight: 0.9 pounds
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