Pattern recognition based on-line vibration monitoring system for fault diagnosis of automobile gearbox

A review on machinery diagnostics and prognostics implementing condition-based maintenance

Jardine, A. K. S., Lin, D., & Banjević, D. (2005) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2005.09.012 · Cited by 4,861 · see citing works

Model for the vibration produced by a single point defect in a rolling element bearing

McFadden, P. D., & Smith, J. D. (1984) · Journal of Sound and Vibration · doi:10.1016/0022-460x(84)90595-9 · Cited by 931 · see citing works

Dynamic simulation of spur gear with tooth root crack propagating along tooth width and crack depth

Chen, Z., & Shao, Y. (2011) · Engineering Failure Analysis · doi:10.1016/j.engfailanal.2011.07.006 · Cited by 500 · see citing works

Analytical modelling of spur gear tooth crack and influence on gearmesh stiffness

Chaari, F., Fakhfakh, T., & Haddar, M. (2008) · European Journal of Mechanics - A/Solids · doi:10.1016/j.euromechsol.2008.07.007 · Cited by 451 · see citing works

Simulation of spur gear dynamics and estimation of fault growth

Wu, S., Zuo, M. J., & Parey, A. (2008) · Journal of Sound and Vibration · doi:10.1016/j.jsv.2008.03.038 · Cited by 422 · see citing works

Simulating gear and bearing interactions in the presence of faults

Sawalhı, N., & Randall, R. B. (2007) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2007.12.001 · Cited by 404 · see citing works

Effect of spalling or tooth breakage on gearmesh stiffness and dynamic response of a one-stage spur gear transmission

Chaari, F., Baccar, W., Abbes, M. S., et al. (2008) · European Journal of Mechanics - A/Solids · doi:10.1016/j.euromechsol.2007.11.005 · Cited by 363 · see citing works

Decision tree and PCA-based fault diagnosis of rotating machinery

Sun, W., Chen, J., & Li, J. (2007) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2006.06.010 · Cited by 272 · see citing works

Vibration based fault diagnosis of monoblock centrifugal pump using decision tree

Sakthivel, N. R., Sugumaran, V., & Babudevasenapati, S. (2009) · Expert Systems with Applications · doi:10.1016/j.eswa.2009.10.002 · Cited by 233 · see citing works

Examination of a technique for the early detection of failure in gears by signal processing of the time domain average of the meshing vibration

McFadden, P. D. (1987) · Mechanical Systems and Signal Processing · doi:10.1016/0888-3270(87)90069-0 · Cited by 217 · see citing works

Vibration monitoring for defect diagnosis of rolling element bearings as a predictive maintenance tool: Comprehensive case studies

Orhan, S., Aktürk, N., & Çelik, V. (2005) · NDT & E International · doi:10.1016/j.ndteint.2005.08.008 · Cited by 197 · see citing works

Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine

Saimurugan, M., Ramachandran, K. I., Sugumaran, V., & Sakthivel, N. R. (2010) · Expert Systems with Applications · doi:10.1016/j.eswa.2010.09.042 · Cited by 194 · see citing works

Analysis of the effects of surface pitting and wear on the vibration of a gear transmission system

Choy, F. K., Polyshchuk, V., Zakrajsek, J. J., Handschuh, R. F., & Townsend, D. P. (1996) · Tribology International · doi:10.1016/0301-679x(95)00037-5 · Cited by 186 · see citing works

Analysing RMS and peak values of vibration signals for condition monitoring of wind turbine gearboxes

Igba, J., Alemzadeh, K., Durugbo, C., & Eiriksson, E. T. (2016) · Renewable Energy · doi:10.1016/j.renene.2016.01.006 · Cited by 177 · see citing works

The Condition Monitoring of Rolling Element Bearings Using Vibration Analysis

Mathew, J., & Alfredson, R. J. (1984) · Journal of vibration and acoustics · doi:10.1115/1.3269216 · Cited by 169 · see citing works

Automatic rule learning using decision tree for fuzzy classifier in fault diagnosis of roller bearing

Sugumaran, V., & Ramachandran, K. I. (2006) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2006.09.007 · Cited by 162 · see citing works

Vibration analysis of rolling element bearings with various defects under the action of an unbalanced force

Kıral, Z., & Karagülle, H. (2005) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2005.05.001 · Cited by 151 · see citing works

Recent progress on decoupling diagnosis of hybrid failures in gear transmission systems using vibration sensor signal: A review

Li, Z., Jiang, Y. S., Hu, C. K., et al. (2016) · Measurement · doi:10.1016/j.measurement.2016.04.036 · Cited by 144 · see citing works

Vibration Analysis of Rolling Element Bearings Defects

Saruhan, H., Sandemir, S., Çıçek, A., et al. (2014) · Journal of Applied Research and Technology · doi:10.1016/s1665-6423(14)71620-7 · Cited by 140 · see citing works

A study of the effect of contaminant particles in lubricants using wear debris and vibration condition monitoring techniques

Peng, Z., Kessissoglou, N., & Cox, M. (2005) · Wear · doi:10.1016/j.wear.2004.11.020 · Cited by 137 · see citing works

Fault Diagnosis of Automobile Gearbox Based on Machine Learning Techniques

Thangavelu, P., Saimurugan, M., Krishnakumar, P., et al. (2014) · Procedia Engineering · doi:10.1016/j.proeng.2014.12.452 · Cited by 125 · see citing works

Instantaneous energy density as a feature for gear fault detection

Loutridis, S. (2005) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2004.12.001 · Cited by 114 · see citing works

On-Line Detection of Localized Defects in Bearings by Pattern Recognition Analysis

Li, C. J., & Wu, S. (1989) · Journal of Engineering for Industry · doi:10.1115/1.3188768 · Cited by 106 · see citing works

Fatigue failure of a helical gear in a gearbox

Asi, O. (2005) · Engineering Failure Analysis · doi:10.1016/j.engfailanal.2005.07.020 · Cited by 93 · see citing works

Application of psychoacoustics for gear fault diagnosis using artificial neural network

Kane, P. V., & Andhare, A. B. (2016) · Journal of low frequency noise, vibration and active control · doi:10.1177/0263092316660915 · Cited by 68 · see citing works

An online technique for condition monitoring the induction generators used in wind and marine turbines

Yang, W., Tavner, P. J., & Court, R. S. (2012) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2012.03.002 · Cited by 56 · see citing works

Research on the meshing stiffness and vibration response of fault gears under an angle-changing crack based on the universal equation of gear profile

Cui, L., Huang, J., Zhai, H., & Zhang, F. (2016) · Mechanism and Machine Theory · doi:10.1016/j.mechmachtheory.2016.07.022 · Cited by 56 · see citing works

Diagnostics of Rotor Damages of Three-Phase Induction Motors Using Acoustic Signals and SMOFS-20-EXPANDED

Głowacz, A. (2016) · Archives of Acoustics · doi:10.1515/aoa-2016-0049 · Cited by 53 · see citing works

Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines

Karabadji, N. E. I., Seridi, H., Khelf, I., Azizi, N., & Boulkroune, R. (2014) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2014.06.010 · Cited by 50 · see citing works

Recognition of Acoustic Signals of Loaded Synchronous Motor Using FFT, MSAF-5 and LSVM

Głowacz, A. (2015) · Archives of Acoustics · doi:10.1515/aoa-2015-0022 · Cited by 44 · see citing works

Gearbox fault diagnosis of high-speed railway train

Zhang, B., Tan, A. C. C., & Lin, J. (2016) · Engineering Failure Analysis · doi:10.1016/j.engfailanal.2016.04.020 · Cited by 43 · see citing works

Fault diagnostics of acoustic signals of loaded synchronous motor using SMOFS-25-EXPANDED and selected classifiers

Głowacz, A. (2016) · Tehnicki vjesnik - Technical Gazette · doi:10.17559/tv-20150328135652 · Cited by 41 · see citing works

Automatic bearing fault pattern recognition using vibration signal analysis

Mendel, E., Mariano, L., Drago, I., et al. (2008) · IEEE International Symposium on Industrial Electronics (ISIE) · doi:10.1109/isie.2008.4677026 · Cited by 30 · see citing works

A vibration model for fault diagnosis of planetary gearboxes with localized planet bearing defects

Gui, Y., Qinkai, H., & Chu, F. (2016) · Journal of Mechanical Science and Technology · doi:10.1007/s12206-016-0823-0 · Cited by 30 · see citing works

Application of multiclass support vector machines for fault diagnosis of field air defense gun

Deng, S. H., Lin, S.-Y., & Chang, W.-L. (2010) · Expert Systems with Applications · doi:10.1016/j.eswa.2010.11.020 · Cited by 28 · see citing works

Rotor fault diagnosis system based on sGA-based individual neural networks

Chen, C., & Chen, J.-S. (2011) · Expert Systems with Applications · doi:10.1016/j.eswa.2011.02.074 · Cited by 21 · see citing works

On-line motor condition monitoring system for abnormality detection

Chang, H., Jheng, Y.-M., Kuo, C., et al. (2015) · Computers & Electrical Engineering · doi:10.1016/j.compeleceng.2015.11.032 · Cited by 14 · see citing works

Recognition of Acoustic Signals of Induction Motors with the Use of MSAF10 and Bayes Classfier

Głowacz, A. (2016) · Archives of Metallurgy and Materials · doi:10.1515/amm-2016-0028 · Cited by 11 · see citing works

Development of Wind Turbine Gearbox Data Analysis and Fault Diagnosis System

Wang, F., Zhang, L., Zhang, B., et al. (2011) · Asia-Pacific Power and Energy Engineering Conference (APPEEC) · doi:10.1109/appeec.2011.5748410 · Cited by 9 · see citing works

Design of gearbox fault diagnosis system based on LabVIEW

Lin, J., & Dou, C. (2010) · International Congress on Image and Signal Processing (CISP) · doi:10.1109/cisp.2010.5646823 · Cited by 3 · see citing works

Applications of machine learning to machine fault diagnosis: A review and roadmap

Lei, Y., Yang, B., Jiang, X., Jia, F., Li, N., & Nandi, A. K. (2020) · Mechanical Systems and Signal Processing · doi:10.1016/j.ymssp.2019.106587 · Cited by 2,997 · see citing works

Investigation and validation of consumer device accelerometers for the assessment of whole-body vibration

Akinnuli, B. O., Dahunsi, O. A., Ayodeji, S. P., et al. (2017) · Cogent Engineering · doi:10.1080/23311916.2017.1398703 · Cited by 3 · see citing works

A Multi-ranged Micro Accelerometer

Bao, A. (2010) · Journal of Projectiles.Rockets.Missiles and Guidance

Performance evaluation of MEMS accelerometers

Albarbar, A., Badri, A. E., Sinha, J. K., & Starr, A. G. (2008) · Measurement · doi:10.1016/j.measurement.2008.12.002 · Cited by 124 · see citing works

Information Compositions of the Output Signal of Accelerometers

Yang, M. (2000) · Journal of North China Institute of Technology

Design of an accelerometer in inclination monitoring of power transmission pole

Chen, Y., Wang, S., Zhang, H., et al. (2019) · International Conference on Electronic Packaging Technology (ICEPT) · doi:10.1109/icept47577.2019.245757