This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health management in application areas such as data centers, aircraft, and software systems.
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Formato PDF ● Pagine 502 ● ISBN 9781439841792 ● Editore Jiawei Han & Ashok N. Srivastava ● Casa editrice CRC Press ● Pubblicato 2016 ● Scaricabile 6 volte ● Moneta EUR ● ID 2382098 ● Protezione dalla copia Adobe DRM
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