4th International Conference on ondition Monitoring of...

16
CMMNO-2014 Lyon – France 15th & 16th December 2014 Topics Noise and vibration Condition monitoring Non-stationary operations Signal processing Pattern recognition Modelling of dynamics and fault Mechatronic machinery Industrial Contest PROGRAM Crédit photo : Maïa Eolis 1 4th International Conference on Condition Monitoring of Machinery in Non-stationary Operations

Transcript of 4th International Conference on ondition Monitoring of...

Page 1: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

CMMNO-2014

Lyon – France15th & 16th December 2014

Topics• Noise and vibration• Condition monitoring• Non-stationary operations• Signal processing• Pattern recognition• Modelling of dynamics and fault• Mechatronic machinery• Industrial Contest

PROGRAM

Cré

dit

phot

o : M

aïa

Eol

is

1

4th International Conference on

Condition Monitoring of Machinery in

Non-stationary Operations

Page 2: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

2

bienvenue

willkommenترحيب

dobrodošli

Сардэчна запрашаем

добре дошъл

benvinguda

歡迎

velkommen

bienvenidatervetuloa

Benvido

Croeso

καλωσόρισμα

ברוכים הבאים

fogadtatás

Fáilte

velkomnir

benvenuto

歓迎

sambutan

gaidīts

welkom

Velkommen

powitanie

bem-vindo

добро пожаловать

добродошао

Vitajte

karşılama

Ласкаво просимо

Chào mừng

בַאגריסן

Page 3: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

3

ForewordsWelcome to Lyon for this 4th issue of the CMMNO conferencewhich previously took place in Ferrara (Italy) in 2013, Hammamet(Tunisia) in 2012, and Wroclaw (Poland) in 2011. As explicated byits name, the conference on Condition Monitoring of Machinery inNon-Stationary Operations brings together high-level researchworks on a topic that currently represents an importantchallenge in the field of condition monitoring. For almost 50years, it has been assumed that operating conditions areconstant and reproducible, more because it has been a necessarysimplification than as a realistic postulation. Such a workingassumption obviously places strong limitations to the range ofapplications that can be tackled with classical tools; some typicalexamples that cannot content themselves with this assumptionand require fundamentally new approaches are given by planes,cars or wind turbines which operate most of the time undernonstationary regimes.

The objective of this conference is to present the latestresearch results devoted to extending the scale of applicabilityof condition monitoring to non-stationary operating conditions ornon-steady environments. The received contributions constituteall together the current state-of-the-art on the topic: theyreveal a rich variety of ideas, ranging from the introduction ofnew types of measurements, new data processing algorithms, andgeneralisation of existing theories. Contributors come from 18different countries (Algeria, Australia, Belgium, Colombia,Canada, France, Italy, Lebanon, Morocco, Poland, Russia, SaudiArabia, Slovenia, Spain, Sweden, Tunisia, UK, USA) and fromboth the industry and academic institutions, which augurs manyfruitful exchanges.

Have a great conference!

Page 4: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

4

Organising Committee

Antoni J. (FR)Antoniadis I. (GR)Antunes J.(POR)Barszcz T. (PL)Bartelmus W. (PL)Bartkowiak A. (PL)Braun S. (IS)Capdessus C. (FR)Chaari F. (TN)Cholewa W. (PL)Chouchane M. (TN)Chu F. (CN)Cocconcelli M. (IT)Dalpiaz G. (IT)El Badaoui M. (FR)Eltabach M. (FR)Fakhfakh T. (TN)Fassois S. (GR)Fernández del Rincón A. (SP)

Scientific Committee

Galar D. (SE)Garibaldi L. (IT)Haddar M. (TN)Heyns S. (SA)Lipsett M. (CA)Lucifredi A. (IT)Martin N. (FR)Mba D. (UK)Napolitano A. (IT)Pennacchi P. (IT)Randall R. (AUS)Remond D. (FR)Rubini R. (IT)Sieg-Zieba S. (FR)Sinha J. (UK)Staszewski W.J. (PL)Thomas M. (CA)Uhl T. (PL)Viadero Rueda F. (SP)Zimroz R. (PL)

LASPI, Université de Lyon, UJM St-Etienne, FranceM. El Badaoui, C. Corbier, E. Downs, F. Guillet

LaMCoS, Université de Lyon, INSA-Lyon, FranceZ. Achoui, A, Bourdon, K. Gryllias,D. Remond

LVA, Université de Lyon, INSA-Lyon, FranceJ. Antoni, F. Girardin, Q. Leclere

The Crazy Angular Team

Committees

Page 5: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

5

Lima : Plenary & parallelsessions

MexicoBreaks & Posters

Toronto : Parallel session

Washington : Working room

Please ask the reception

103, boulevard Stalingrad 69100 Lyon-Villeurbanne Tél. : +33 (0)4 78 94 69 00

Espace tête d’or

Page 6: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

6

8hRegistration & Coffee

9hWelcome plenary session

9h30Keynote Lecture

10h15Coffee Break

10h45

Nonstationary(cyclostationary)

signal processing

Condition Monitoring

12h20Lunch & Poster session

13h50Keynote Lecture

14h35

Instantaneous Angular Speed

Data mining& Pattern recognition

15h55Coffee Break

16h25

Signal processingfor diagnostics

Signal modelling

20h Dining Cruise

Keynote Lecture

Coffee Break

Diagnostics under nonstationaryconditions

Model identification & modal analysis

Lunch

Keynote Lecture

Signal Processing : nonstationaryand IAS tracking

Modelling

Coffee Break

Signal processing for diagnostics

Vibration analysis

9h

9h40

10h20

12h

13h30

14h15

15h55

16h25

Monday 15th Tuesday 16th

Schedule

Room : Lima

Room : Mexico

Room : Toronto

17h45 Presentation of the contest results

Page 7: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

7

Electric motor bearing fault diagnosis based on vibration signal analysis and artificial neural network optimized by the genetic algorithm

Hocine Fenineche

Gear fault diagnosis based on Angular Measurements and Support Vector Machines in normal and non-stationary conditions

S. Fedalaa, D. Rémond, R. Zegadi, A. Felkaoui

Detection of gear faults in variable rotating speed using EEMD decomposition and instantaneous frequency

Mahgoun Hafida

Enjoy them during lunches & coffee breaks

Posters Room : Mexico

Page 8: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

8

Monday

Nonstationary (cyclostationary) signal processing

Condition Monitoring

Registration & Coffee8h

Keynote Lecture : Patrick Flandrin Data-driven time-frequency analyses

Coffee Break

Welcome plenary session9h

10h15

Room : Lima

Room : Mexico

Room : Toronto

9h30

Lunch & Posters session12h20

Angle-Time cyclostationarity in rolling element bearing vibrationsAbboud Dany

Conditional machine monitoring: relevance of the Octagram to characterize the vibratory status of a whole machinery ? interest of pattern trackers? Thomas Xavier

11h20

Study of the cyclostationary nature of photovoltaic panels and meteorological signalsTelidjane Mohammed

Diagnostic features modeling for decision boundaries calculation for maintenance of gearboxes used in belt conveyor systemStefaniak Pawe

11h40

Blind Source Separation using Single-Channel Vibration Signals for Fault Detection in Rotating Machines Cardona-Morales Oscar

On optimal threshold selection for condition monitoring Juricic Dani

12h00

Use of cyclostationary analysis for rust detection on the hub of heavy duty wheelsD'elia Gianluca

Using SCADA data for fault detection in wind turbines: local internal model vs distance to a wind farm referenceLebranchu Alexis

11h00

Page 9: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

9

15th december

Instantaneous Angular Speed Data mining & Pattern recognition

Keynote Lecture : Michael FeldmanHilbert Transform: from fundamentals to some applications

13h50

Evaluation and improvement of accuracy in the Instantaneous Angular Speed (IAS) and Torsional Vibration measurement using zebra tapes Palermo Antonio

Model-based identification of elevator rail frictionEsteban Ekaitz

14h55

Correction algorithm for zebra tapes with multiple butt jointsPalermo Antonio

Output-Only Modal Analysis using IFESISGryllias Konstantinos

14h35

Electrical Induction Motor Higher Harmonics Analysis based on Instantaneous Angular Speed MeasurementSpagnol Marco

How to take into account the various modal behavior of a capstan to solve resonance problemVasselin Jean Luc

15h15

Wind Turbine Generator Bearing Fault Diagnosisusing Amplitude and Phase DemodulationTechniques for Small Speed VariationsMollasalehi Ehsan

A probabilistic approach to the crack identification in a beam-like structure using monitored modes shape and their curvature data with uncertantyShevtsov Sergey

15h35

Coffee Break15h55

Signal processing for diagnostics Signal modelling

Multidimensional signal analysis for condition, operation and performance understanding of heavy duty mining machineZimroz Radoslaw

Modeling of rotating machine vibration signals operating under highly varying speed and loadUrbanek Jacek

16h25

Empirical Mode Decomposition combined with Empirical Wavelets for extracting bearing frequencies in a noisy environment and early detection of defectsThomas Marc

Electrical modelling for faults detection based on motor current signal analysis and angular approachFourati Aroua

16h45

Automatic and Full-band Demodulation for Fault Detection Validation on a Wind Turbine Test RigFirla Marcin

Robust information indices for diagnosing mechanical drives under non-stationary operating conditions Dolenc Bostjan

17h05

Diagnostics of a defective bearing within a planetary gearbox with vibration and acoustic emissionElasha Faris

Analysis and Signal Processing of a Gearbox Vibration Signal with a Defective Rolling Element Bearing Ganeriwala Suri

17h25

Presentation of the contest results17h45

Page 10: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

10

Tuesday

Diagnostics under nonstationary conditions Model identification & modal analysis

Coffee Break9h40

Room : Lima

Room : Mexico

Room : Toronto

Keynote Lecture : Luigi Garibaldi Identification of Time Varying Systems

9h00

Lunch & Posters session12h00

Application of modified adaptive minimum entropy deconvolution (MAMED) for local damage in planetary gearbox operating under nonstationaryoperationsObuchowski Jakub

Diversity measures in classifier ensembles used for rotating machinery fault diagnosisJamrozik Wojciech

10h40

Gear diagnostics under widely varying speed conditionsRandall Robert

Vertical axis wind turbine states classification by a ART-2 neural network with a stereographic projection as a signal normalization Bielecki Andrzej

11h00

Bearing diagnostics under widely varying speed conditions Randall Robert

Analysing State Dynamics Of Wind Turbines Through SCADA Data MiningCastellani Francesco

11h20

Application of angular-temporal spectrum for detection of rolling-element bearing faults operating under varying speed regimeUrbanek Jacek

Bicoherence and Support Vector Machines for bearing diagnosisRaad Amani

10h20

Analysis of a planetary gearbox under non-stationary operating conditions: numerical and experimental results Chaari Fakher

Development of expert system shell for coal mine industry Timofiejczuk Anna

11h40

Page 11: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

11

16th december

Signal Processing (nonstationary and IAS tracking)

Modelling

Keynote Lecture : Jérome LacaillePrognostic and Health Monitoring for Turbofans by Snecma, Engine Manufacturer

13h30

Monitoring based on time-frequency tracking of estimated harmonic series and modulation sidebandsGerber Timothee

Modelling gear transmission vibrations in presence of pitch and run out errorsFernández Del Rincón Alfonso

14h35

Blind separation of vibration components for rotor machinery operating under highly non-stationary regimeUrbanek Jacek

Dynamic model of a spall defect on the outer ring of tapered roller bearing and estimation of radial and axial vibrations in stationary or non-stationary operating conditionsBourdon Adeline

14h15

Blind Extraction of Instantaneous Frequency for Order Tracking in Rotating Machines under Non-Stationary Operating ConditionsCardona-Morales Oscar

A Systematic Model Based Investigation of Shaft/Coupling Misalignment Signature using Vibration AnalysisGaneriwala Suri

14h55

Method of analysing non-stationary electrical signalsCablea Georgia

Modelling and simulation of gear systems dynamic for supporting condition monitoring using MathematicaBartelmus Walter

15h15

Coffee Break15h55

Signal processing for diagnostics Vibration analysis

Adaptive Vibration Diagnostic Technique for Bearings Condition Monitoring of Complicated Machines Mironov Aleksey

Vibration Analysis of copper ore crushers used in Mineral Processing Plant - problem of bearings damage detection in presence of heavy non-Gaussian, impulsive noiseZimroz Radoslaw

16h25

Diagnostics of slow rotating bearings using a novel DAI based on acoustic emissions, Sylvester Aye

Study on Rotating Machine Vibration BehaviourUsing Measured Vibro-acoustic Signals Yunusa-Kaltungo Akilu

16h45

Knife diagnostics with Empirical Mode DecompositionCotogno Michele

Condition monitoring of aircraft engine rotor system with stiffness anisotropy of rotor supports. Comparative analysis of accelerometers mounting schemesSemenov Sergei

17h05

Methodology for the estimation of the fatigue life of rolling element bearings in non-stationary conditionsLeturiondo Urko

An experimental technique to investigate gas-turbine blades dry-friction dampers efficiencySazhenkov Nickolay

17h25

Application of Non-Uniform Sampling concepts on vibration signalsHajar Mayssa

Modeling of squirrel cage induction machine with fault bars Ouachtouk Ilias

15h35

Page 12: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

12

Aboard the restaurant boat Hermès, explore an urban space founded two millenniums ago and listed by UNESCO as World Heritage!. Dine while admiring the city lights and live a unique experience on the Rhône and the Saône Rivers.

What better way to enjoy the night in Lyon...

During a 3 hour cruise, the Hermès navigates on the Rhône and the Saone, from the quays of the Rhône to the Ile Barbe,

Dining

Page 13: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

13

Meeting: 7h30 pm

Boarding time: from 8:00 pm

Departure : 8:30 pm

Return : around 11:15 pm

Departure and arrival at 16, Quay Claude Bernard – Lyon 7

Left bank of the Rhône River, close to the University Bridge

Bus line 35 : Stop “Rue de l’Université”

Tramway Line T1 : Stop “Quai Claude Bernard”

More Information http://www.lyoncityboat.com/homepage

Cruise

Page 14: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

14

Don’t MissVieux Lyon

http://en.wikipedia.org/wiki/Vieux_Lyon

Tour of vieux-Lyon on smartphone : http://www.vieux-lyon.org/webphone/menu-us.htm

Fourvière Hill and its Basilique

Covering an area of 424 hectares at thefoot of the Fourvière hill, it is one ofEurope’s most extensive Renaissanceneighborhoods.

Fourvière is a district of Lyon and also a hillimmediately west of the old part of the town, risingabruptly from the river Saône and then gentlysloping down to the north-west. It is the site of theoriginal Roman settlement of Lugdunum (43 BC).Though it supports the world's two oldest and activefunicular lines, it is primarily known for the CatholicBasilica of Fourvière.

http://en.wikipedia.org/wiki/Fourvière

Page 15: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

15

in Lyon

City Center

The city is known for its historical andarchitectural landmarks and is a UNESCOWorld Heritage Site. Lyon was historicallyknown as an important area for theproduction and weaving of silk and inmodern times has developed a reputation asthe capital of gastronomy in France.

It has a significant role in the history ofcinema due to Auguste and Louis Lumière,who invented the cinematographe in Lyon.The city is also known for its famous lightfestival 'Fête des Lumières' which occursevery 8 December and lasts for four days,earning Lyon the title of Capital of Lights.

http://fr.wikipedia.org/wiki/Lyon

Parc de la tête d’Or Located on the shores of Rhône river, in theheart of Lyon, its 289 acres make of the "Parcde la Tête d'Or",the greatest urban park ofFrance. Totaly destined for leisure, discoveryand relaxation, its green spaces are the theaterof many activities: zoo, merry-go-rounds, shops,shows, pony rides, botanicals garden... All iscombined to make of your visit a magical while

http://www.loisirs-parcdelatetedor.com/en/

Transport http://www.tcl.fr/en

Page 16: 4th International Conference on ondition Monitoring of ...cmmno2014.sciencesconf.org/conference/cmmno2014/... · rotor machinery operating under highly non-stationary regime Urbanek

16

Thanks to our sponsors

Information and contact

http://[email protected]