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

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 pattern recognition methods and artificial intelligence methods, and their practical applications to the analysis of nonstationarities. Each chapter, accepted after a rigorous peer-review process, reports on a selected, original piece of work presented and discussed at the International Conference on Condition Monitoring of Machinery in Non-Stationary Operations, CMMNO’2016, held on September 12 – 16, 2016, in Gliwice, Poland. The contributions cover advances in both theory and practice in a variety of subfields, such as: smart materials and structures; fluid-structure interaction; structural acoustics as well as computational vibro-acoustics and numerical methods. Further topics include: engines control, noise identification, robust design, flow-induced vibration and many others. By presenting state-of-the-art in predictive maintenance solutions and discussing important industrial issues the book offers a valuable resource to both academics and professionals and is expected to facilitate communication and collaboration between the two groups. Front Matter ....Pages i-x Structural Health Monitoring of Aero-Engines in Non-stationary Operations (Mirosław Witos, Mariusz Zieja, Andrzej Szczepankowski, Janusz Szymczak)....Pages 1-10 A New Approach to Tune the Vold-Kalman Estimator for Order Tracking (Amadou Assoumane, Julien Roussel, Edgard Sekko, Cécile Capdessus)....Pages 11-20 Estimation of Cyclic Cumulants of Machinery Vibration Signals in Non-stationary Operation (J. Roussel, A. Assoumane, C. Capdessus, E. Sekko)....Pages 21-31 Simplified Dynamic Model of a Wind Turbine Shaft Line Operating in Non-stationary Conditions Applied to the Analysis of IAS as a Machinery Surveillance Tool (Jose L. Gomez, Ilyes Khelf, Adeline Bourdon, Hugo André, Didier Rémond)....Pages 33-43 Current Signal Analysis of an Induction Machine with a Defective Rolling Bearing (Aroua Fourati, Adeline Bourdon, Didier Rémond, Nabih Feki, Fakher Chaari, Mohamed Haddar)....Pages 45-54 Fault Detection in Gears Using Stochastic Resonance (Clement Uchechukwu Mba, Stefano Marchesiello, Alessandro Fasana, Luigi Garibaldi)....Pages 55-70 The Impact Estimation of Damping Foundations in Dynamics of the Rotor System in Non-stationary States (Andrzej Grządziela, Marcin Kluczyk, Paweł Chwin)....Pages 71-80 Knife Diagnostics with Clustering Techniques and Support Vector Machines (Achraf Lahrache, Marco Cocconcelli, Riccardo Rubini)....Pages 81-90 Stable Distributions and Fractal Diagnostic Models of Vibration Signals of Rotating Systems (Andrzej Puchalski, Iwona Komorska)....Pages 91-101 Selection of Suitable Method for Speed Recovery from Vibration Signal (Adam Jabłoński, Kajetan Dziedziech, Ziemowit Dworakowski)....Pages 103-110 How to Build a Vibration Monitoring System on Your Own? (Adam Jabłoński, Michał Żegleń, Wojciech Staszewski, Piotr Czop, Tomasz Barszcz)....Pages 111-121 Optimization of Calculations for Wireless Condition Monitoring Systems (Kajetan Dziedziech, Adam Jabłoński, Tomasz Barszcz)....Pages 123-131 Supervised Classification Methods in Condition Monitoring of Rolling Element Bearings (Paweł Różak, Jakub Zieliński, Piotr Czop, Adam Jabłoński, Tomasz Barszcz, Michał Mareczek)....Pages 133-145 Empirical Signal Decomposition Methods as a Tool of Early Detection of Bearing Fault (Jacek Dybała, Jakub Komoda)....Pages 147-156 Using Vibroacoustic Signals in Evaluation of Knocking Combustion in a Dual Fuel Engine (Krzysztof Szczurowski, Stanisław Radkowski, Łukasz Zieliński, Damian Walczak)....Pages 157-166 Hybrid Scheme for Wind Turbine Condition Monitoring Based on Instantaneous Angular Speed and Pattern Recognition (Ilyes Khelf, Jose L. Gomez, Adeline Bourdon, Hugo Andre, Didier Remond)....Pages 167-177 Fault Diagnostic of Machines Under Variable Speed Operating Conditions Using Order Tracking and Novelty Detection (O. Cardona-Morales, G. Castellanos-Dominguez)....Pages 179-189 Bearing Fault Identification Based on Blind Extraction of Cyclostationary Signals Using Order Tracking (O. Cardona-Morales, E. F. Sierra-Alonso, G. Castellanos-Dominguez)....Pages 191-201 Rotating Machinery Diagnostics Based on Fusion of Infrared and Vibration Measurements (Sebastian Budzan, Dariusz Buchczik, Marek Pawełczyk, Roman Wyżgolik)....Pages 203-212 Calibration of Accelerometers Using Multisinusoidal Excitation (Dariusz Buchczik, Marek Pawełczyk)....Pages 213-222 Operational Condition Monitoring of Wind Turbines Using Cointegration Method (Phong B. Dao, Wieslaw J. Staszewski, Tadeusz Uhl)....Pages 223-233 Knocking Sounds in the Wind Turbine Gearbox During Slowing Down—Case Study (Tomasz Barszcz, Rafał Gawarkiewicz, Adam Jabłoński, Michał Sękal, Michał Wasilczuk)....Pages 235-244 Multifractals in Technical Diagnostics General Concept (Damian Skupnik)....Pages 245-254 Complementary View on Multivariate Data Structure Based on Kohonen’s SOM, Parallel Coordinates and t-SNE Methods (Anna M. Bartkowiak, Radosław Zimroz)....Pages 255-265 Engine Diagnosis Based on Vibration Analysis Using Different Fuel Blends (Jairo A. Grajales, Héctor F. Quintero, Carlos A. Romero, Edison Henao)....Pages 267-274 Application of Cepstrum Prewhitening on Non-stationary Signals (L. Barbini, M. Eltabach, J. L. du Bois)....Pages 275-283 Using of Entropy Method in Failure Diagnostics (Stanisław Radkowski, Marcin Jasiński, Robert Gumiński, Adam Gałęzia)....Pages 285-295 Use of Bispectral Measures in Machines Faults Diagnostics—Examples (Marcin Jasiński)....Pages 297-307 Hybrid Method for Researching Pulsating Flows in Pipes Exemplified with Orifice Application (Tomasz Pałczyński, Wojciech Rydlewicz)....Pages 309-317 Dynamic Behavior of Spur Gearbox with an Elastic Coupling Under Acyclism Regime (Atef Hmida, Ahmed Hammami, Mohamed Taoufik Khabou, Fakher Chaari, Mohamed Haddar)....Pages 319-327 Possibilities of Faults Detection of Rolling Bearings Using Energetic Descriptors of Vibrations Signals (Adam Gałęzia, Roman Barczewski, Bartosz Jakubek)....Pages 329-337 Bearing Fault Feature Extraction Using Autoregressive Coefficients, Linear Discriminant Analysis and Support Vector Machine Under Variable Operating Conditions (Mourad Kedadouche, Zhaoheng Liu, Marc Thomas)....Pages 339-352 Multidimensional Data Segmentation Based on Blind Source Separation and Statistical Analysis (Jacek Wodecki, Pawel Stefaniak, Pawel Śliwiński, Radosław Zimroz)....Pages 353-360 Unsupervised Anomaly Detection for Conveyor Temperature SCADA Data (Jacek Wodecki, Paweł Stefaniak, Marta Polak, Radosław Zimroz)....Pages 361-369 Back Matter ....Pages 371-373