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

Author(s): Gang Niu

Date: Format: pdf Language: English ISBN/ASIN: 9811020310
Pages: OCR: Quality: ISBN13:
Uploader: Upload Date: 3/9/2019 6:56:15 PM

This guide introduces condition-based upkeep (CBM)/data-driven prognostics and well being control (PHM) intimately, first explaining the PHM design manner from a programs engineering standpoint, then summarizing and elaborating at the data-driven technique for characteristic building, in addition to feature-based fault prognosis and diagnosis. The guide features a wealth of illustrations and tables to assist give an explanation for the algorithms, in addition to sensible examples appearing the best way to use this software to resolve eventualities for which analytic answers are poorly suited. It equips readers to use the ideas mentioned with the intention to analyze and resolve plenty of issues in PHM device design, characteristic building, fault prognosis and diagnosis.
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