Overview
- Offers a practice-oriented guide to the analysis of datasets with non-stationary behavior
- Bridges the gap between basic and applied research on cyclostationary processes
- Includes detailed descriptions of methods and case studies
- Includes supplementary material: sn.pub/extras
Part of the book series: Applied Condition Monitoring (ACM, volume 6)
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Table of contents (15 papers)
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Front Matter
Keywords
- PAR Models
- ARCH Models
- AR Filtering
- Rational Spectra
- PARMA Systems
- Mechanical Systems with Backlash
- Damage Detection in Rotating Machines
- Periodically Correlated Random Processes
- Non-Stationary Time Series
- Autoregressive Models
- Periodically Stationary
- Workshop on Nonstationary Systems 2016
- quality control, reliability, safety and risk
About this book
This book gathers contributions presented at the 9th Workshop on Cyclostationary Systems and Their Applications, held in Gródek nad Dunajcem, Poland in February 2016. It includes both theory-oriented and practice-oriented chapters. The former focus on heavy-tailed time series and processes, PAR models, rational spectra for PARMA processes, covariance invariant analysis, change point problems, and subsampling for time series, as well as the fraction-of-time approach, GARMA models and weak dependence. In turn, the latter report on case studies of various mechanical systems, and on stochastic and statistical methods, especially in the context of damage detection. The book provides students, researchers and professionals with a timely guide to cyclostationary systems, nonstationary processes and relevant engineering applications.
Editors and Affiliations
Bibliographic Information
Book Title: Cyclostationarity: Theory and Methods III
Book Subtitle: Contributions to the 9th Workshop on Cyclostationary Systems and Their Applications, Grodek, Poland, 2016
Editors: Fakher Chaari, Jacek Leskow, Antonio Napolitano, Radoslaw Zimroz, Agnieszka Wylomanska
Series Title: Applied Condition Monitoring
DOI: https://doi.org/10.1007/978-3-319-51445-1
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing AG 2017
Hardcover ISBN: 978-3-319-51444-4Published: 26 February 2017
Softcover ISBN: 978-3-319-84653-8Published: 04 May 2018
eBook ISBN: 978-3-319-51445-1Published: 25 February 2017
Series ISSN: 2363-698X
Series E-ISSN: 2363-6998
Edition Number: 1
Number of Pages: VIII, 257
Number of Illustrations: 18 b/w illustrations, 97 illustrations in colour
Topics: Machinery and Machine Elements, Vibration, Dynamical Systems, Control, Signal, Image and Speech Processing, Mathematical Modeling and Industrial Mathematics, Quality Control, Reliability, Safety and Risk