Advances in Condition Monitoring of Machinery in Non-Stationary Operations

This book provides readers with a snapshot of recent methods for non-stationary vibration analysis of machinery. It covers a broad range of advanced techniques in condition monitoring of machinery, such as mathematical models, signal processing and patter

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Anna Timofiejczuk Fakher Chaari Radosław Zimroz Walter Bartelmus Mohamed Haddar Editors

Advances in Condition Monitoring of Machinery in NonStationary Operations Proceedings of the 5th International Conference on Condition Monitoring of Machinery in Non-Stationary Operations, CMMNO’2016, 12–16 September 2016, Gliwice, Poland

Applied Condition Monitoring Volume 9

Series editors Mohamed Haddar, National School of Engineers of Sfax, Tunisia Walter Bartelmus, Wrocław University of Technology, Poland Fakher Chaari, National School of Engineers of Sfax, Tunisia e-mail: [email protected] Radosław Zimroz, Wrocław University of Technology, Poland

About this Series The book series Applied Condition Monitoring publishes the latest research and developments in the field of condition monitoring, with a special focus on industrial applications. It covers both theoretical and experimental approaches, as well as a range of monitoring conditioning techniques and new trends and challenges in the field. Topics of interest include, but are not limited to: vibration measurement and analysis; infrared thermography; oil analysis and tribology; acoustic emissions and ultrasonics; and motor current analysis. Books published in the series deal with root cause analysis, failure and degradation scenarios, proactive and predictive techniques, and many other aspects related to condition monitoring. Applications concern different industrial sectors: automotive engineering, power engineering, civil engineering, geoengineering, bioengineering, etc. The series publishes monographs, edited books, and selected conference proceedings, as well as textbooks for advanced students.

More information about this series at http://www.springer.com/series/13418

Anna Timofiejczuk ⋅ Fakher Chaari Radosław Zimroz ⋅ Walter Bartelmus Mohamed Haddar Editors

Advances in Condition Monitoring of Machinery in Non-Stationary Operations Proceedings of the 5th International Conference on Condition Monitoring of Machinery in Non-Stationary Operations, CMMNO’2016, 12–16 September 2016, Gliwice, Poland

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Editors Anna Timofiejczuk Faculty of Mechanical Engineering Silesian University of Technology Gliwice Poland

Walter Bartelmus Institute of Mining Engineering Wrocław University of Technology Wrocław Poland

Fakher Chaari National School of Engineers of Sfax Sfax Tunisia

Mohamed Haddar National School of Engineers of Sfax Sfax Tunisia

Radosław Zimroz Institute of Mining Engineering Wrocław University of Technology Wrocław Poland

ISSN 2363-698X ISSN 2363-6998 (electronic) Applied Condition Monitoring ISBN 978-3-319-61926-2 ISBN 978-3-319-61927-9 (eBook) https://doi.org/10.1007/978-3-319-61927-9 Library of Congress Control Number: 2017944303 © Springer International Publishing AG 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other phy