Data-Driven Technology for Engineering Systems Health Management: Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisions

von Gang Niu
Taschenbuch - 9789811095092
160,49 €
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Hardcover - 9789811020315
160,49 €

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Weitere Formate

Hardcover - 9789811020315
160,49 €

Beschreibung

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.

Details

Verlag Springer Singapore
Ersterscheinung Juni 2018
Maße 235 mm x 155 mm x 20 mm
Gewicht 561 Gramm
Format Taschenbuch
ISBN-13 9789811095092
Auflage Softcover reprint of the original 1st ed. 2017
Seiten 372

Schlagwörter