Prognostics and Health Management of Engineering Systems
An Introduction
This book introduces the methods for predicting the future behavior of a system's health and the remaining useful life to determine an appropriate maintenance schedule. The authors introduce the history, industrial applications, algorithms, and benefits and challenges of PHM (Prognostics and Health Management) to help readers understand this highly interdisciplinary engineering approach that incorporates sensing technologies, physics of failure, machine learning, modern statistics, and reliability engineering. It is ideal for beginners because it introduces various prognostics algorithms and explains their attributes, pros and cons in terms o…
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Produktdetails
Weitere Autoren: Choi, Joo-Ho / Kim, Nam-Ho
- ISBN: 978-3-319-44740-7
- EAN: 9783319447407
- Produktnummer: 20302277
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2016
- Seitenangabe: 364 S.
- Masse: H24.1 cm x B16.0 cm x D2.5 cm 711 g
- Auflage: 1st ed. 2017
- Abbildungen: HC runder Rücken kaschiert
- Gewicht: 711
Über den Autor
Dr. Nam-Ho Kim is Professor of Mechanical and Aerospace Engineering at the University of Florida. His research areas is structural design optimization, design sensitivity analysis, design under uncertainty, structural health monitoring, nonlinear structural mechanics, and structural-acoustics. He has published three books and more than hundred refereed journal and conference papers in the above areas.Dr. Dawn An received a Bachelor and Master of mechanical engineering from Korea Aerospace University in 2008 and 2010, respectively. She started a joint Ph.D. at Korea Aerospace University and the University of Florida in 2011, and received her Ph.D. in 2015 as a jointly conferred degree. She is now a postdoctoral associate at the University of Florida. Her current research is focused on enhancing prognostics methods for real damage data having limitation in terms of insufficient number of data and large noise in data without physical model.Joo Ho Choi is Professor in the School of Aerospace and Mechanical Engineering, Korea Aerospace University.
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