A novel monitoring method of wet friction clutches based on the post-lockup torsional vibration signal

Abstract Wet friction clutches play a critical role in vehicles equipped with automatic transmissions, power shift transmissions and limited slip differentials. An unexpected failure occurring in these components can therefore lead to an unexpected total breakdown of the vehicle. This undesirable situation can put human safety at risk, possibly cause long-term vehicle down times, and result in high maintenance costs. In order to minimize the negative impacts caused by the unexpected breakdown, an optimal maintenance scheme driven by accurate condition monitoring and prognostics therefore needs to be developed and implemented for wet friction clutches. In this paper, the development of a condition monitoring system that can serve as a basis for health prognostics of wet friction clutches with a focus in heavy duty vehicle applications is presented. The developed method is based on monitoring the dominant modal parameters extracted from the torsional vibration response occurring in the post-lockup phase, i.e. just after the clutch is fully engaged. These modal parameters, namely the damped torsional natural frequency fd and the decay factor σ , are computed based on the pre-filtered Hankel Total Least Squares (HTLS) method which has an excellent performance in estimating the parameters of transient signals with a relatively short duration. In order to experimentally validate the proposed monitoring method, accelerated life tests were carried out on five different paper-based wet friction clutches using a fully instrumented SAE#2 test setup. The dominant modal parameters extracted from the post-lockup velocity signals are then plotted in function of the service life (duty cycle) of the tested clutches. All the plots exhibit distinct trends that can be associated with the progression of the clutch degradation. Therefore, the proposed quantities can be seen as relevant features that may enable us to monitor and assess the condition of wet friction clutches. Since velocity sensor(s) is typically available in a transmission, the proposed monitoring method allows for the practical implementation.

[1]  Davor Hrovat,et al.  Modeling and analysis of automatic transmission engagement dynamics-linear case , 2006 .

[2]  P. Welch The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms , 1967 .

[3]  Hendrik Van Brussel,et al.  Exponential Data Fitting for Features Extraction in Condition Monitoring of Paper-based Wet Clutches , 2009 .

[4]  Gene H. Golub,et al.  An analysis of the total least squares problem , 1980, Milestones in Matrix Computation.

[5]  Yubo Yang,et al.  Theoretical and experimental studies on the interface phenomena during the engagement of automatic transmission clutch , 1998 .

[6]  Daniel Rixen,et al.  A modified Ibrahim time domain algorithm for operational modal analysis including harmonic excitation , 2004 .

[7]  Sabine Van Huffel,et al.  Bandpass prefiltering for exponential data fitting with known frequency region of interest , 1996, Signal Process..

[8]  C. K. Yuen,et al.  Theory and Application of Digital Signal Processing , 1978, IEEE Transactions on Systems, Man, and Cybernetics.

[9]  S. Vanhuffel,et al.  Algorithm for time-domain NMR data fitting based on total least squares , 1994 .

[10]  Atsushi Suzuki,et al.  A study of delamination of wet clutches , 1999 .

[11]  S.M. Kay,et al.  Spectrum analysis—A modern perspective , 1981, Proceedings of the IEEE.

[12]  Hugh Spikes,et al.  Contact properties of a wet clutch friction material , 2010 .

[13]  J. Degrieck,et al.  The tribological behaviour of paper friction plates for wet clutch application investigated on SAE#II and pin-on-disk test rigs , 2001 .

[14]  Edward J. Berger An investigation of friction-induced vibration in automatic transmission wet clutches , 1996 .

[15]  K. Parker,et al.  Practical methods for noise removal: applications to spikes, nonstationary quasi-periodic noise, and baseline drift. , 2009, Analytical chemistry.

[16]  H. Gao,et al.  FRICTION CHARACTERISTICS OF A PAPER-BASED FRICTION MATERIAL , 2002 .

[17]  Andrew Ball,et al.  The measurement of instantaneous angular speed , 2005 .

[18]  Sanjit K. Mitra,et al.  Digital Signal Processing: A Computer-Based Approach , 1997 .

[19]  Takayuki Matsumoto A Study of the Durability of a Paper-Based Friction Material Influenced by Porosity , 1995 .

[20]  E. C. Mikulcik,et al.  A method for the direct identification of vibration parameters from the free response , 1977 .

[21]  Hejun Li,et al.  Carbon-Fiber Reinforced Paper-Based Friction Material: Study on Friction Stability as a Function of Operating Variables , 2008 .

[22]  Lili Wang,et al.  Time-Frequency Analysis of Nonlinear Systems: The Skeleton Linear Model and the Skeleton Curves , 2003 .

[23]  Sabine Van Huffel,et al.  Enhanced resolution based on minimum variance estimation and exponential data modeling , 1993, Signal Process..

[24]  Yasuhiro Murakami,et al.  Testing Method and Effect of ATF Performance on Degradation of Wet Friction Materials , 2003 .

[25]  Makoto Kano,et al.  Mechanism of compression fatigue of wet friction materials , 2001 .

[26]  Yoshitsugu Kimura,et al.  Contact and wear of paper-based friction materials for oil-immersed clutches—wear model for composite materials , 2005 .

[27]  Pär Nyman,et al.  Influence of surface topography on friction characteristics in wet clutch applications , 2006 .

[28]  S Van Huffel,et al.  Frequency-selective MRS data quantification with frequency prior knowledge. , 1998, Journal of magnetic resonance.

[29]  Paul Sas,et al.  Engagement behavior of degrading wet friction clutches , 2011, 2011 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM).

[30]  Chengwu Duan,et al.  Dynamics of a 3dof torsional system with a dry friction controlled path , 2006 .

[31]  P. A. Willermet,et al.  Interaction Between ATFs and Friction Material for Modulated Torque Converter Clutches , 1998 .

[32]  Gary Barber,et al.  Microcontact Model for Paper-Based Wet Friction Materials , 2002 .

[33]  H. Van Brussel,et al.  Dynamic characterization of hysteresis elements in mechanical systems , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

[34]  Kohei Matsuo,et al.  Study on the Change of Friction Characteristics with Use In the Wet Clutch of Automatic Transmission , 1997 .