Vibration-based Condition Monitoring of Heavy Duty Machine Driveline Parts : Torque Converter, Gearbox, Axles and Bearings

As more features are added to the heavy duty construction equipment, its complexity increases and early fault detection of certain components becomes more challenging due to too many fault codes ge ...

[1]  S. Thomas Alexander,et al.  Adaptive Signal Processing , 1986, Texts and Monographs in Computer Science.

[2]  Lars Håkansson,et al.  Identification of dynamic properties of boring bar vibrations in a continuous boring operation , 2004 .

[3]  Stefano Di Gennaro,et al.  Early fault detection and diagnosis in bearings for more efficient operation of rotating machinery , 2017 .

[4]  Hui Li,et al.  Application of order bi-cepstrum to gearbox fault detection , 2008, 2008 7th World Congress on Intelligent Control and Automation.

[5]  John G. Proakis,et al.  Digital Signal Processing: Principles, Algorithms, and Applications , 1992 .

[6]  John K. Kruschke.  Doing Bayesian Data Analysis: Blog Backup , 2017 .

[7]  Fengshou Gu,et al.  Bearing fault diagnosis based on vibration signals. , 2009 .

[8]  Yu Guo,et al.  Envelope synchronous average scheme for multi-axis gear faults detection , 2016 .

[9]  Yu Yang,et al.  The envelope order spectrum based on generalized demodulation time–frequency analysis and its application to gear fault diagnosis , 2010 .

[10]  M. Santacruz,et al.  Test point optimization process for a real-time vibration monitoring system on a differential axle fixed rig , 2014, 2014 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings.

[11]  Huibin Li,et al.  Experimental Study on the Noise Identification of the Rear Driving Axle , 2012, 2012 Second International Conference on Intelligent System Design and Engineering Application.

[12]  David B. Dunson,et al.  Bayesian Data Analysis , 2010 .

[13]  Oliver Völker,et al.  Industrial Product-Service Systems (IPS2) , 2011 .

[14]  David He,et al.  A new vibration signal processing method for gearbox fault detection , 2011, 2011 IEEE Conference on Prognostics and Health Management.

[15]  F. Harris.  On the use of windows for harmonic analysis with the discrete Fourier transform , 1978, Proceedings of the IEEE.

[16]  Robert B. Randall,et al.  Rolling element bearing diagnostics—A tutorial , 2011 .

[17]  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 .

[18]  Anders Brandt,et al.  Noise and Vibration Analysis: Signal Analysis and Experimental Procedures , 2011 .

[19]  Robert B. Randall,et al.  Simulating gear and bearing interactions in the presence of faults. Part I. The combined gear bearing dynamic model and the simulation of localised bearing faults , 2008 .

[20]  Alberto Bellini,et al.  Diagnosis of Bearing Faults in Induction Machines by Vibration or Current Signals: A Critical Comparison , 2008, IEEE Transactions on Industry Applications.

[21]  Andrew Ball,et al.  Fault Prognosis and Diagnosis of an Automotive Rear Axle Gear Using a RBF-BP Neural Network , 2011 .

[22]  D. Ho.  EFFECTS OF TIME DELAY , ORDER OF FIR FILTER AND CONVERGENCE FACTOR ON SELF ADAPTIVE NOISE CANCELLATION , 1997 .

[23]  M. Zuo,et al.  Gearbox fault detection using Hilbert and wavelet packet transform , 2006 .

[24]  Magnus Karlberg,et al.  Identification of Vibration Properties of Wheel Loader Driveline Parts as a base for Adequate Condition Monitoring : Bearings , 2017 .

[25]  Salina Abdul Samad,et al.  A Review of Adaptive Line Enhancers for Noise Cancellation , 2012 .

[26]  Georgios B. Giannakis,et al.  Cyclostationary Signal Analysis , 2009 .

[27]  John Lindström,et al.  Functional Products: Business Model Elements , 2013 .

[28]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[29]  Robert B. Randall,et al.  State of the art in monitoring rotating machinery. Part 2 , 2004 .

[30]  Robert B. Randall,et al.  A comparison of methods for separation of deterministic and random signals , 2011 .

[31]  H. Meier,et al.  Industrial Product-Service Systems—IPS2 , 2010 .

[32]  Liu Hong,et al.  A time domain approach to diagnose gearbox fault based on measured vibration signals , 2014 .