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Data-Driven Technology for Engineering Systems Health Management

Name: Data-Driven Technology for Engineering Systems Health Management
Brand: Springer Verlag, Singapore
SKU: 13505084
Price: 174.49 EUR
Availability: InStock
Author: Gang Niu
ISBN: 9789811020315

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

Gang Niu

Jazyk

Angličtina

Kniha Pevná

Libristo kód: 13505084

Nakladateľstvo Springer Verlag, Singapore, júl 2016

This book introduces condition-based maintenance (CBM)/data-driven prognostics and health management... Celý popis

Libristo kód: 13505084

423 b

174.49 €

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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.§§