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Anotace knihy

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.§§

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Artificial intelligence

• Plný název: Data-Driven Technology for Engineering Systems Health Management
• Podnázev: Design Approach, Feature Construction, Fault Diagnosis, Prognosis, Fusion and Decisions
• Autor: Gang Niu
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 357
• EAN: 9789811020315
• ISBN: 9811020310
• ID: 13505084
• Nakladatelství: Springer Verlag, Singapore
• Hmotnost: 6801 g
• Rozměry: 235 × 155 × 25 mm
• Datum vydání: 27. July 2016

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