Data-Driven Technology for Engineering Systems Health by Gang Niu

By Gang Niu

This ebook introduces condition-based upkeep (CBM)/data-driven prognostics and health and wellbeing administration (PHM) intimately, first explaining the PHM layout procedure from a structures engineering standpoint, then summarizing and elaborating at the data-driven technique for characteristic building, in addition to feature-based fault analysis and analysis. The ebook contains a wealth of illustrations and tables to assist clarify the algorithms, in addition to functional examples displaying tips on how to use this device to resolve events for which analytic ideas are poorly appropriate. It equips readers to use the suggestions mentioned in an effort to examine and clear up quite a few difficulties in PHM approach layout, function development, fault prognosis and prognosis.

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