Application of Acoustic Emission in Diagnostic of Bearing Faults within a Helicopter Gearbox

Abstract Acoustics Emissions (AE) technology has emerged as a promising diagnostic approach. AE was originally developed for non-destructive testing of static structures, however, in recent times its application has been extended to health monitoring of rotating machines. This paper introduces a novel method for application of AE in monitoring of helicopter gearboxes. In addition this paper investigates the application of signal separation techniques in detection of bearing faults within the epicyclic module of a large helicopter (CS-29) main gearbox using Acoustic Emissions (AE). The results showed successful of AE in detection bearing fault within the helicopter gearbox. Detection of the small bearing defect gives the AE an indisputable diagnosis advantage and prove ability of application of AE in helicopter gearboxes.

[1]  Babak Eftekharnejad,et al.  Seeded fault detection on helical gears with acoustic emission , 2009 .

[2]  David,et al.  A comparative experimental study on the use of acoustic emission and vibration analysis for bearing defect identification and estimation of defect size , 2006 .

[3]  Darryll J. Pines,et al.  A review of vibration-based techniques for helicopter transmission diagnostics , 2005 .

[4]  Cristobal Ruiz-Carcel,et al.  A Comparative Study of the Effectiveness of Adaptive Filter Algorithms, Spectral Kurtosis and Linear Prediction in Detection of a Naturally Degraded Bearing in a Gearbox , 2014, Journal of Failure Analysis and Prevention.

[5]  Cristobal Ruiz-Carcel,et al.  Detection of machine soft foot with vibration analysis , 2014 .

[6]  David,et al.  Effectiveness of Adaptive Filter Algorithms and Spectral Kurtosis in Bearing Faults Detection in a Gearbox , 2015 .

[7]  A. Braun,et al.  The Extraction of Periodic Waveforms by Time Domain Averaging , 1975 .

[8]  Stephen P. Radzevich,et al.  Dudley's Handbook of Practical Gear Design and Manufacture , 2012 .

[9]  S. Butterfield,et al.  Improving Wind Turbine Gearbox Reliability , 2007 .

[10]  Robert B. Randall,et al.  Detection and diagnosis of incipient bearing failure in helicopter gearboxes , 2004 .

[11]  M. Elforjani,et al.  Monitoring the Onset and Propagation of Natural Degradation Process in a Slow Speed Rolling Element Bearing With Acoustic Emission , 2008 .

[12]  Ratna Dahiya,et al.  A comparative study of FFT, STFT and wavelet techniques for induction machine fault diagnostic analysis , 2008 .

[13]  David,et al.  A comparative experimental study on the diagnostic and prognostic capabilities of acoustics emission, vibration and spectrometric oil analysis for spur gears , 2007 .

[14]  Jonathan A. Keller,et al.  Signal Detection Theory Applied to Helicopter Transmission Diagnostic Thresholds , 2013 .

[15]  Yahya I. Sharaf-Eldeen,et al.  A Review of Gearbox Condition Monitoring Based on vibration Analysis Techniques Diagnostics and Prognostics , 2011 .

[16]  P. D. McFadden,et al.  A revised model for the extraction of periodic waveforms by time domain averaging , 1987 .

[17]  P. D. McFadden,et al.  Early Detection of Gear Failure by Vibration Analysis--I. Calculation of the Time Frequency Distribution , 1993 .

[18]  Ahmet Kahraman,et al.  Planetary gear train dynamics , 1994 .

[19]  D Mba,et al.  Challenges and obstacles in the application of acoustic emission to process machinery , 2008 .

[20]  Dennis P. Townsend,et al.  An Analysis of Gear Fault Detection Methods as Applied to Pitting Fatigue Failure Data , 1993 .

[21]  Kourosh Danai,et al.  Efficient fault diagnosis of helicopter gearboxes , 1993 .

[22]  E. Hernani-Ros,et al.  Use of Spectral Kurtosis for Improving Signal to Noise Ratio of Acoustic Emission Signal from Defective Bearings , 2014, Journal of Failure Analysis and Prevention.

[23]  David He,et al.  Gearbox Fault Diagnostics using AE Sensors with Low Sampling Rate , 2014 .

[24]  Kourosh Danai,et al.  Pattern classifier for health monitoring of helicopter gearboxes , 1993 .

[25]  D Mba,et al.  Condition monitoring of low-speed rotating machinery using stress waves Part 1 , 1999 .

[26]  Lingyu Yu,et al.  Adaptation of PWAS transducers to acoustic emission sensors , 2011, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

[27]  B. Charnley,et al.  Energy Index technique for detection of Acoustic Emissions associated with incipient bearing failures , 2010 .

[28]  Harry J. Decker,et al.  Crack Detection for Aerospace Quality Spur Gears , 2002 .

[29]  G E Findlay,et al.  Condition monitoring of low-speed rotating machinery using stress waves Part 2 , 1999 .

[30]  B. Eftekharnejad,et al.  The application of spectral kurtosis on Acoustic Emission and vibrations from a defective bearing , 2011 .

[31]  Mi-Ching Tsai,et al.  Development of a Magnetic Planetary Gearbox , 2008, IEEE Transactions on Magnetics.

[32]  Jason Cotrell,et al.  A Preliminary Evaluation of a Multiple-Generator Drivetrain Configuration for Wind Turbines , 2002 .

[33]  Xavier Chiementin,et al.  Cyclostationarity of Acoustic Emissions (AE) for monitoring bearing defects , 2011 .

[34]  J. Couturier,et al.  Operational Bearing Parameters and Acoustic Emission Generation , 2008 .

[35]  P. D. McFadden,et al.  APPLICATION OF WAVELETS TO GEARBOX VIBRATION SIGNALS FOR FAULT DETECTION , 1996 .

[36]  David G. Lewicki,et al.  Spiral Bevel Pinion Crack Detection in a Helicopter Gearbox , 2003 .

[37]  David Mba,et al.  Development of Acoustic Emission Technology for Condition Monitoring andDiagnosis of Rotating Machines; Bearings, Pumps, Gearboxes, Engines and RotatingStructures. , 2006 .

[38]  Wenyi Wang,et al.  EARLY DETECTION OF GEAR TOOTH CRACKING USING THE RESONANCE DEMODULATION TECHNIQUE , 2001 .

[39]  Pekka Vähäoja,et al.  On the Condition Monitoring of Worm Gears , 2006 .

[40]  Peter Lynwander,et al.  Gear Drive Systems , 1983 .

[41]  Yaoyu Li,et al.  A review of recent advances in wind turbine condition monitoring and fault diagnosis , 2009, 2009 IEEE Power Electronics and Machines in Wind Applications.

[42]  James J. Zakrajsek A Review of Transmission Diagnostics Research at NASA Lewis Research Center. , 1994 .