Advertisement

© 2014

Cyclostationarity: Theory and Methods

  • Fakher Chaari
  • Jacek Leśkow
  • Antonio Napolitano
  • Andrea Sanchez-Ramirez
  • Recent research in the field of cyclostationary systems

  • Provides real object application examples for cyclostationary systems

  • Presents applications in machine diagnostics, web site with knowledge base for cyclostationarity

Book

Part of the Lecture Notes in Mechanical Engineering book series (LNME)

Table of contents

  1. Front Matter
    Pages i-viii
  2. Theory of Cyclostationarity

    1. Front Matter
      Pages 1-1
    2. Jérôme Antoni, Dany Abboud, Sophie Baudin
      Pages 3-14
    3. Anna E. Dudek, Harry Hurd, Wioletta Wójtowicz
      Pages 15-22
    4. Christiana Drake, Oskar Knapik, Jacek Leśkow
      Pages 23-35
    5. Andrzej Makagon, Abolghassem Miamee
      Pages 53-72
    6. I. Javors’kyj, R. Yuzefovych, I. Kravets, I. Matsko
      Pages 73-93
  3. Applications of Cyclostationarity

    1. Front Matter
      Pages 107-107
    2. Fakher Chaari, Mohamed Haddar
      Pages 109-124
    3. Antonio Napolitano, Ivana Perna
      Pages 125-140
    4. Cristián Molina Vicuña, David Quezada Acuña
      Pages 141-156
    5. Agnieszka Wyłomańska, Jakub Obuchowski, Radosław Zimroz, Harry Hurd
      Pages 171-186

About this book

Introduction

In the last decade the research in signal analysis was dominated by models that encompass nonstationarity as an important feature. This book presents the results of a workshop held in Grodek—Poland in February 2013 which was dedicated to the investigation of cyclostationary signals. Its main objective is to highlight the strong interactions between theory and applications of cyclostationary signals with the use of modern statistical tools.

An important application of cyclostationary signals is the analysis of mechanical signals generated by a vibrating mechanism. Cyclostationary models are very important to perform basic operations on signals in both time and frequency domains. One of the fundamental problems in diagnosis of rotating machine is the identification of significant modulating frequencies that contribute to the cyclostationary nature of the signals. The book shows that there are modern tools available for analyzing cyclostationary signals without the assumption of gaussianity. Those methods are based on the ideas of bootstrap, subsampling and Fraction-of-time (FOT) models. The book is organised in two parts. The first part will be dedicated to pure theory on cyclostationarity. Applications are presented in the second part including several mechanical systems such as bearings, gears, with or without damages.

Keywords

Bootstrap Condition Monitoring Cyclostationarity Fraction-Of-Oime (FOT) Machinery Diagnostics Subsampling

Editors and affiliations

  • Fakher Chaari
    • 1
  • Jacek Leśkow
    • 2
  • Antonio Napolitano
    • 3
  • Andrea Sanchez-Ramirez
    • 4
  1. 1.Mechanical Engineering DepartmentNational School of Engineers of SfaxSfaxTunisia
  2. 2.Institute of MathematicsCracow University of TechnologyCracowPoland
  3. 3.Department of EngineeringUniversity of Napoli “Parthenope”NapoliItaly
  4. 4.Faculty of Engineering TechnologyUniversity of TwenteEnschedeThe Netherlands

Bibliographic information

  • Book Title Cyclostationarity: Theory and Methods
  • Editors Fakher Chaari
    Jacek Leśkow
    Antonio Napolitano
    Andrea Sanchez-Ramirez
  • Series Title Lecture Notes in Mechanical Engineering
  • Series Abbreviated Title Lect.Notes Mechanical Engineering
  • DOI https://doi.org/10.1007/978-3-319-04187-2
  • Copyright Information Springer International Publishing Switzerland 2014
  • Publisher Name Springer, Cham
  • eBook Packages Engineering Engineering (R0)
  • Softcover ISBN 978-3-319-04186-5
  • eBook ISBN 978-3-319-04187-2
  • Series ISSN 2195-4356
  • Series E-ISSN 2195-4364
  • Edition Number 1
  • Number of Pages VIII, 186
  • Number of Illustrations 38 b/w illustrations, 28 illustrations in colour
  • Topics Machinery and Machine Elements
    Engineering Design
  • Buy this book on publisher's site
Industry Sectors
Automotive
Chemical Manufacturing
Pharma
Materials & Steel
Energy, Utilities & Environment
Aerospace
Oil, Gas & Geosciences
Engineering