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Nonstationary Systems: Theory and Applications

Contributions to the 13th Workshop on Nonstationary Systems and Their Applications, February 3-5, 2020, Grodek nad Dunajcem, Poland

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Fakher Chaari

    1. National School of Engineers of Sfax, Sfax, Tunisia

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  2. Jacek Leskow

    1. College of Telecommunications and Computer Science, Cracow University of Technology, Cracow, Poland

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  3. Agnieszka Wylomanska

    1. Institute of Mining Engineering, Wroclaw University of Technology, Wrocław, Poland

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  4. Radoslaw Zimroz

    1. Faculty of GeoEngineering, Mining and Geology, Wroclaw University of Technology, Wrocław, Poland

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  5. Antonio Napolitano

    1. Centro Direzionale di Napoli, Napoli, Italy

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  • Reports on new algorithms for nonstationary systems analysis
  • Describes applications of nonstationary systems in condition monitoring
  • Covers interdisciplinary research between statistics, signal processing and engineering

Part of the book series: Applied Condition Monitoring (ACM, volume 18)

Included in the following conference series:

Conference proceedings info: WNSTA 2021.

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Table of contents (22 papers)

  1. Front Matter

    Pages i-xi
    Download chapter PDF

  2. Time-Averaged Statistics-Based Methods for Anomalous Diffusive Exponent Estimation of Fractional Brownian Motion

    • Katarzyna Maraj, Agnieszka Wyłomańska
    Pages 1-18

  3. First-Order Integer Valued AR Processes with Zero-Inflated Innovations

    • Aldo M. Garay, Francyelle L. Medina, Isaac Jales C. S., Patrice Bertail
    Pages 19-40

  4. Asymptotics of Alternative Interdependence Measures for Bivariate \(\alpha -\)Stable Autoregressive Model of Order 1

    • Aleksandra Grzesiek, Agnieszka Wyłomańska
    Pages 41-68

  5. How to Describe the Linear Dependence for Heavy-Tailed Distributed Data

    • Aleksandra Grzesiek, Anna Michalak, Agnieszka Wyłomańska
    Pages 69-92

  6. Granger Causality and Cointegration During Stock Bubbles and Market Crashes

    • Bartosz Stawiarski
    Pages 93-107

  7. Non-Gaussian Regime-Switching Model in Application to the Commodity Price Description

    • Dawid Szarek, Łukasz Bielak, Agnieszka Wyłomańska
    Pages 108-126

  8. Foundations of the Theory of Strongly Periodically Correlated Fields over \(Z^2\)

    • Anna E. Dudek, Dominique Dehay, Harry Hurd, Andrzej Makagon
    Pages 127-144

  9. Component and the Least Square Estimation of Mean and Covariance Functions of Biperiodically Correlated Random Signals

    • Ihor Javorskyj, Roman Yuzefovych, Oksana Dzeryn
    Pages 145-177

  10. The Synchronous Fitting of Cyclo-non-Stationary Signals: Definition and Theoretical Analysis

    • Dany Abboud, Amadou Assoumane, Mohammed Elbadaoui
    Pages 178-192

  11. On the Modelling of Phonocardiogram Signals: Laplace Kernel and Cyclostationarity Based Approaches

    • Abdelouahad Choklati, Anas Had, Khalid Sabri
    Pages 193-206

  12. Overview of Practical Aspects of Evaluation of Spectral Scalar Indicators for Trend Analysis in Condition Monitoring

    • Adam Jablonski, Tomasz Barszcz
    Pages 207-216

  13. Automatic Detection of Rolling Element Bearing Faults to Be Applied on Mechanical Systems Comprised by Gears

    • Andy Rodríguez, Fidel Hernández, Mario Ruiz
    Pages 217-234

  14. Health Monitoring of Moving/Rotary Structures: An Electromechanical Impedance Approach Using Integrated Piezoceramic Transducers

    • Hamidreza Hoshyarmanesh, Ali Abbasi
    Pages 235-264

  15. Rub-Impact Fault Diagnosis of a Coal Crusher Machine by Using Ensemble Patch Transformation and Empirical Mode Decomposition

    • S. K. Laha, B. Swarnakar, Sourav Kansabanik, K. J. Uke
    Pages 265-278

  16. Fault Detection of Non-stationary Processes Using a Modified PCA Approach

    • Bahador Rashidi, Qing Zhao
    Pages 279-306

  17. Contribution to Health Monitoring of Silicon Carbide MOSFET

    • Hubert Razik, Malorie Hologne-Carpentier, Bruno Allard, Guy Clerc, Tianzhen Wang
    Pages 307-329

  18. The Use of Signal Intensity Estimator for Monitoring Real World Non-stationary Data

    • Mohamed Elforjani, David Mba
    Pages 330-339

  19. Model-Based Decision Support System for the Blast Furnace Charge of Burden Materials

    • Yevhen Shumelchyk, Yurii Semenov, Viktor Horupakha, Pavlo Krot, Iryna Hulina
    Pages 340-351

  20. Optimization of the Vibrating Machines with Adjustable Frequency Characteristics

    • Volodymyr Gursky, Pavlo Krot, Ihor Dilay, Radoslaw Zimroz
    Pages 352-363
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Other volumes

  1. Nonstationary Systems: Theory and Applications

Keywords

About this book

This book offers an overview of current and recent methods for the analysis of the nonstationary processes, focusing on cyclostationary systems that are ubiquitous in various application fields. Based on the 13th Workshop on Nonstationary Systems and Their Applications, held on February 3-5, 2020, in Grodek nad Dunajcem, Poland, the book merges theoretical contributions describing new statistical and intelligent methods for analyzing nonstationary processes, and applied works showing how the proposed methods can be implemented in practice and do perform in real-world case studies. A significant part of the book is dedicated to nonstationary systems applications, with a special emphasis on those in condition monitoring. 



Editors and Affiliations

  • National School of Engineers of Sfax, Sfax, Tunisia

    Fakher Chaari

  • College of Telecommunications and Computer Science, Cracow University of Technology, Cracow, Poland

    Jacek Leskow

  • Institute of Mining Engineering, Wroclaw University of Technology, Wrocław, Poland

    Agnieszka Wylomanska

  • Faculty of GeoEngineering, Mining and Geology, Wroclaw University of Technology, Wrocław, Poland

    Radoslaw Zimroz

  • Centro Direzionale di Napoli, Napoli, Italy

    Antonio Napolitano

Bibliographic Information

  • Book Title: Nonstationary Systems: Theory and Applications

  • Book Subtitle: Contributions to the 13th Workshop on Nonstationary Systems and Their Applications, February 3-5, 2020, Grodek nad Dunajcem, Poland

  • Editors: Fakher Chaari, Jacek Leskow, Agnieszka Wylomanska, Radoslaw Zimroz, Antonio Napolitano

  • Series Title: Applied Condition Monitoring

  • DOI: https://doi.org/10.1007/978-3-030-82110-4

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022

  • Hardcover ISBN: 978-3-030-82191-3Published: 22 July 2021

  • Softcover ISBN: 978-3-030-82109-8Published: 23 July 2022

  • eBook ISBN: 978-3-030-82110-4Published: 21 July 2021

  • Series ISSN: 2363-698X

  • Series E-ISSN: 2363-6998

  • Edition Number: 1

  • Number of Pages: XI, 428

  • Number of Illustrations: 32 b/w illustrations, 164 illustrations in colour

  • Topics: Complexity, Signal, Image and Speech Processing, Control and Systems Theory, Machinery and Machine Elements

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