Produktbild: Data-Driven Technology for Engineering Systems Health Management

Data-Driven Technology for Engineering Systems Health Management

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181,89 €

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Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisions

ISBN: 9811095094
ISBN 13: 9789811095092
Autor: Niu, Gang
Verlag: Springer Verlag GmbH
Umfang: xiii, 357 S., 204 s/w Illustr., 357 p. 204 illus.
Erscheinungsdatum: 07.06.2018
Auflage: 1/2017
Produktform: Kartoniert
Einband: Kartoniert

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management (PHM) in detail, first explaining the PHM design approach from a systems engineering perspective, then summarizing and elaborating on the data-driven methodology for feature construction, as well as feature-based fault diagnosis and prognosis. The book includes a wealth of illustrations and tables to help explain the algorithms, as well as practical examples showing how to use this tool to solve situations for which analytic solutions are poorly suited. It equips readers to apply the concepts discussed in order to analyze and solve a variety of problems in PHM system design, feature construction, fault diagnosis and prognosis.

Artikelnummer: 5449989 Kategorie:

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Springer Verlag GmbH
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69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

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