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Modeling and Identification for Anomaly detection in Mechanical System: A Masters of Science Paper in Electrical engineering - Softcover

 
9783639132120: Modeling and Identification for Anomaly detection in Mechanical System: A Masters of Science Paper in Electrical engineering
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The main objective of the work reported in this monograph is the fabrication of an experimental apparatus to detect slowly evolving anomalies (i.e., decrease in stiffness due to fatigue failure) in complex mechanical systems at an early stage by observing time series data of the available ultrasonic and performance measuring sensors. The information on evolving anomaly will serve as an input to the life extending control policy that will, in turn, generate corrective actions to mitigate fatigue crack damage in the specimen structures and thereby extend the remaining life of the system without any significant loss in performance. The monograph presents the design requirements for the experimental testbed. Physical modeling gives out the expected resonant frequencies. Finally, system identification presents the actual resonant frequencies achieved from the setup and compares the same with the theoretical physical model. The monograph discusses the proximity of the resonant frequencies achieved through physical modeling and system identification and presents conclusions on the same.

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About the Author:
Amol Khatkhate received the Ph.D. degree in Mechanical Engineering in August 2006 from Pennsylvania State University,USA.He also received his Masters in Electrical Engineering in May 2005 from PennState,USA.His research interests include fiber optics,pattern recognition and structural health monitoring (SHM) of composite aircraft structures.

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  • PublisherVDM Verlag Dr. Müller
  • Publication date2009
  • ISBN 10 3639132122
  • ISBN 13 9783639132120
  • BindingPaperback
  • Number of pages60

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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The main objective of the work reported in thismonograph is the fabrication of an experimentalapparatus to detect slowly evolving anomalies (i.e.,decrease in stiffness due to fatigue failure)in complex mechanical systems at an early stage byobserving time series data of the availableultrasonic and performance measuring sensors. Theinformation on evolving anomaly will serve as aninput to the life extending control policy that will,in turn, generate corrective actions to mitigatefatigue crack damage in the specimen structures andthereby extend the remaining life of the systemwithout any significant loss in performance.The monograph presents the design requirements forthe experimental testbed. Physical modeling gives outthe expected resonant frequencies. Finally, systemidentification presents the actual resonantfrequencies achieved from the setup and compares thesame with the theoretical physical model. Themonograph discusses the proximity of the resonantfrequencies achieved through physical modeling andsystem identification and presents conclusions on thesame. 60 pp. Englisch. Seller Inventory # 9783639132120

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Book Description Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - The main objective of the work reported in thismonograph is the fabrication of an experimentalapparatus to detect slowly evolving anomalies (i.e.,decrease in stiffness due to fatigue failure)in complex mechanical systems at an early stage byobserving time series data of the availableultrasonic and performance measuring sensors. Theinformation on evolving anomaly will serve as aninput to the life extending control policy that will,in turn, generate corrective actions to mitigatefatigue crack damage in the specimen structures andthereby extend the remaining life of the systemwithout any significant loss in performance.The monograph presents the design requirements forthe experimental testbed. Physical modeling gives outthe expected resonant frequencies. Finally, systemidentification presents the actual resonantfrequencies achieved from the setup and compares thesame with the theoretical physical model. Themonograph discusses the proximity of the resonantfrequencies achieved through physical modeling andsystem identification and presents conclusions on thesame. Seller Inventory # 9783639132120

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Book Description Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Khatkhate AmolAmol Khatkhate received the Ph.D. degree in MechanicalnEngineering in August 2006 from Pennsylvania StatenUniversity,USA.He also received his Masters in ElectricalnEngineering in May 2005 from PennState,USA.His research. Seller Inventory # 4960357

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