Data-Driven Technology for Engineering Systems Health Management

Data-Driven Technology for Engineering Systems Health Management

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

Niu, Gang

Springer Verlag, Singapore

06/2018

357

Mole

Inglês

9789811095092

15 a 20 dias

5621

Descrição não disponível.
Background of Systems Health Management.- Design Approach for Systems Health Management.- Overview of Data-driven PHM.- Data Acquisition and Preprocessing.- Statistic Feature Extraction.- Feature Selection Optimization.- Intelligent Fault Diagnosis Methodology.- Science of Prognostics.- Data Fusion Strategy.- System Support and Logistics.
Prognostics health management;fault diagnosis;condition monitoring;data-driven health management;intelligent maintenance;PHM design;engineering SHM;quality control, reliability, safety and risk