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Rotating Machinery and Signal Processing

Proceedings of the First Workshop on Signal Processing Applied to Rotating Machinery Diagnostics, SIGPROMD’2017, April 09-11, 2017, Setif, Algeria

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Ahmed Felkaoui

    1. Institute of Optics and Precision Mechanics, University Ferhat Abbas, Sétif, Algeria

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  2. Fakher Chaari

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

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  3. Mohamed Haddar

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

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  • Reports on advanced methods for gearbox failure detection
  • Describes applications of artificial neural networks, time-frequency filtering and support vector machines
  • Discusses physical and mathematical fundamentals
  • Highlights industrially-relevant applications

Part of the book series: Applied Condition Monitoring (ACM, volume 12)

Included in the following conference series:

Conference proceedings info: SIGPROMD’2017 2017.

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Table of contents (12 papers)

  1. Front Matter

    Pages i-viii
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  2. Feature Selection Scheme Based on Pareto Method for Gearbox Fault Diagnosis

    • Ridha Ziani, Hafida Mahgoun, Semcheddine Fedala, Ahmed Felkaoui
    Pages 1-15

  3. Intelligent Gear Fault Diagnosis in Normal and Non-stationary Conditions Based on Instantaneous Angular Speed, Differential Evolution and Multi-class Support Vector Machine

    • Semchedine Fedala, Didier Rémond, Ahmed Felkaoui, Houssem Selmani
    Pages 16-33

  4. Effect of Input Data on the Neural Networks Performance Applied in Bearing Fault Diagnosis

    • Hocine Fenineche, Ahmed Felkaoui, Ali Rezig
    Pages 34-43

  5. Bearing Diagnostics Using Time-Frequency Filtering and EEMD

    • Hafida Mahgoun, Ridha Ziani
    Pages 44-55

  6. The Time-Frequency Filtering (TFF) Method Used in Early Detection of Gear Faults in Variable Load and Dimensions Defect

    • Hafida Mahgoun, Fakher Chaari, Ahmed Felkaoui, Mohamed Haddar
    Pages 56-67

  7. Comparison Between Hidden Markov Models and Artificial Neural Networks in the Classification of Bearing Defects

    • Miloud Sedira, Ridha Ziani, Ahmed Felkaoui
    Pages 68-78

  8. On-line Adaptive Scaling Parameter in Active Disturbance Rejection Controller

    • Maroua Haddar, S. Caglar Baslamisli, Fakher Chaari, Mohamed Haddar
    Pages 79-86

  9. Modal Analysis of the Clutch Single Spur Gear Stage System with Eccentricity Defect

    • Ahmed Ghorbel, Moez Abdennadher, Lassâad Walha, Becem Zghal, Mohamed Haddar
    Pages 87-95

  10. Estimation of Road Disturbance for a Non Linear Half Car Model Using the Independent Component Analysis

    • Dorra Ben Hassen, Mariem Miladi, Mohamed Slim Abbes, S. Caglar Baslamisli, Fakher Chaari, Mohamed Haddar
    Pages 96-103

  11. Transfer Path Analysis of Planetary Gear with Mechanical Power Recirculation

    • Ahmed Hammami, Alfonso Fernandez del Rincon, Fakher Chaari, Fernando Viadero Rueda, Mohamed Haddar
    Pages 104-115

  12. Modeling the Transmission Path Effect in a Planetary Gearbox

    • Oussama Graja, Bacem Zghal, Kajetan Dziedziech, Fakher Chaari, Adam Jablonski, Tomasz Barszcz et al.
    Pages 116-122

  13. Dynamic Behavior of Spur Gearbox with Elastic Coupling in the Presence of Eccentricity Defect Under Acyclism Regime

    • Atef Hmida, Ahmed Hammami, Fakher Chaari, Mohamed Taoufik Khabou, Mohamed Haddar
    Pages 123-132

  14. Back Matter

    Pages 133-133
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Other volumes

  1. Rotating Machinery and Signal Processing

Keywords

About this book

This book provides readers with a timely snapshot of the potential offered by and challenges posed by signal processing methods in the field of machine diagnostics and condition monitoring. It gathers contributions to the first Workshop on Signal Processing Applied to Rotating Machinery Diagnostics, held in Setif, Algeria, on April 9-10, 2017, and organized by the Applied Precision Mechanics Laboratory (LMPA) at the Institute of Precision Mechanics, University of Setif, Algeria and the Laboratory of Mechanics, Modeling and Manufacturing (LA2MP) at the National School of Engineers of Sfax. The respective chapters highlight research conducted by the two laboratories on the following main topics: noise and vibration in machines; condition monitoring in non-stationary operations; vibro-acoustic diagnosis of machinery; signal processing and pattern recognition methods; monitoring and diagnostic systems; and dynamic modeling and fault detection.

Editors and Affiliations

  • Institute of Optics and Precision Mechanics, University Ferhat Abbas, Sétif, Algeria

    Ahmed Felkaoui

  • National School of Engineers of Sfax, Sfax, Tunisia

    Fakher Chaari, Mohamed Haddar

Bibliographic Information

  • Book Title: Rotating Machinery and Signal Processing

  • Book Subtitle: Proceedings of the First Workshop on Signal Processing Applied to Rotating Machinery Diagnostics, SIGPROMD’2017, April 09-11, 2017, Setif, Algeria

  • Editors: Ahmed Felkaoui, Fakher Chaari, Mohamed Haddar

  • Series Title: Applied Condition Monitoring

  • DOI: https://doi.org/10.1007/978-3-319-96181-1

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG, part of Springer Nature 2019

  • Hardcover ISBN: 978-3-319-96180-4Published: 20 July 2018

  • Softcover ISBN: 978-3-030-07149-3Published: 28 December 2018

  • eBook ISBN: 978-3-319-96181-1Published: 19 July 2018

  • Series ISSN: 2363-698X

  • Series E-ISSN: 2363-6998

  • Edition Number: 1

  • Number of Pages: VIII, 133

  • Number of Illustrations: 84 b/w illustrations

  • Topics: Vibration, Dynamical Systems, Control, Machinery and Machine Elements, Quality Control, Reliability, Safety and Risk

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