Zhongxiao Peng

Professor

Dr Zhongxiao Peng completed her PhD degree in Mechanical Engineering from the University of Western Australia in 2000. She joined James Cook University (JCU) as a lecturer in August 1999 and worked at JCU for 12 years. She led the Mechanical Engineering discipline over the period from 2008 to early 2011. Dr Peng joined the School of Mechanical and Manufacturing Engineering at UNSW Sydney in August 2011. She leads the Tribology and Machine Condition Monitoring research group at UNSW Sydney and works closely with EmProf. Robert (Bob) Randall, Dr Pietro Borghesani and Dr Wade Smith on a number of projects in the field of machine condition monitoring.

Research Interests

  • Wear analysis of mechanical and bio-engineering systems
  • 3D image acquisition, processing and quantitative characterisation of worn surfaces and wear debris at nano- and micro-scale
  • Wear debris and vibration-based techniques for fault detection, diagnostics and prognostics of machinery
  • Development and application of artificial intelligent techniques for simulating and analysing the degradation process of mechanical systems/components

Research Collaboration

Dr Peng and the Tribology and Machine Condition Monitoring group collaborate with many researchers within and outside Australia on a range of fundamental and application-orientated projects in the field of tribology and machine condition monitoring.

Research Facilities

The Tribology and Machine Condition Monitoring group has a wide range of research facilities for wear testing, wear analysis and machine condition monitoring. They include two gearboxes, a rolling-sliding rig, a tribometer, high quality microscopes (optical and laser scanning microscopes), a number of quantitative image analysis packages, and extensive vibration instrumentation (including for acoustic emissions) and advanced signal processing packages developed in-house.

UNSW has many state-of-the-art image acquisition and examination facilities including laser scanning confocal microscopes, scanning electron microscopes, atomic force microscopes.

Awards and Service to the Profession

  • 9 Australian Research Council (ARC) projects in 2000-2019
  • Acting as an assessor for Australia Research Council and international research funding organisations
  • A regular reviewer for more than 10 international journals

PhD Projects

  • Integrating wear debris and vibration analyses for the prediction of wear in spur gears (with EmProf. Robert Randall and Dr Pietro Borghesani)
  • The estimation of gear surface roughness using vibration, acoustic emissions and wear analysis techniques (with EmProf. Robert Randall and Dr Wade Smith)
  • Prognostics of rolling element bearings using experimental and simulation methods (with Dr Pietro Borghesani)
  • Diagnostics in a planetary gearbox under variable speed conditions (with Dr Wide Smith)
  • Numerical study of wear and wear debris generation
  • Improvement of the wear resistance of bio-materials (e.g., UHMWPE, dental materials)
  • Understanding and development of advanced meta-acoustic absorbing materials (with Professor Guan Yeoh)

Applying for a PhD position: Please email z.peng@unsw.edu.au with a copy of your CV and academic transcript(s).

 

Zhongxiao Peng Google Scholar

Journal articles
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Feng K; Smith WA; Randall RB; Wu H; Peng Z, 2022, 'Vibration-based monitoring and prediction of surface profile change and pitting density in a spur gear wear process', Mechanical Systems and Signal Processing, vol. 165, http://dx.doi.org/10.1016/j.ymssp.2021.108319
2022
Lu R; Shahriar MR; Borghesani P; Randall RB; Peng Z, 2022, 'Removal of transfer function effects from transmission error measurements using cepstrum-based operational modal analysis', Mechanical Systems and Signal Processing, vol. 165, http://dx.doi.org/10.1016/j.ymssp.2021.108324
2022
Shi J; Peng D; Peng Z; Zhang Z; Goebel K; Wu D, 2022, 'Planetary gearbox fault diagnosis using bidirectional-convolutional LSTM networks', Mechanical Systems and Signal Processing, vol. 162, http://dx.doi.org/10.1016/j.ymssp.2021.107996
2022
Wang S; Wu T; Wang K; Peng Z; Kwok N; Sarkodie-Gyan T, 2021, '3-D Particle Surface Reconstruction from Multiview 2-D Images with Structure from Motion and Shape from Shading (January 2020)', IEEE Transactions on Industrial Electronics, vol. 68, pp. 1626 - 1635, http://dx.doi.org/10.1109/TIE.2020.2970681
2021
Chin ZY; Smith WA; Borghesani P; Randall RB; Peng Z, 2021, 'Absolute transmission error: A simple new tool for assessing gear wear', Mechanical Systems and Signal Processing, vol. 146, pp. 107070 - 107070, http://dx.doi.org/10.1016/j.ymssp.2020.107070
2021
Feng K; Smith WA; Borghesani P; Randall RB; Peng Z, 2021, 'Use of cyclostationary properties of vibration signals to identify gear wear mechanisms and track wear evolution', Mechanical Systems and Signal Processing, vol. 150, http://dx.doi.org/10.1016/j.ymssp.2020.107258
2021
Fu Y; Fischer J; Pan K; Heng Yeoh G; Peng Z, 2021, 'Underwater sound absorption properties of polydimethylsiloxane/carbon nanotube composites with steel plate backing', Applied Acoustics, vol. 171, http://dx.doi.org/10.1016/j.apacoust.2020.107668
2021
Zhang H; Borghesani P; Smith WA; Randall RB; Shahriar MR; Peng Z, 2021, 'Tracking the natural evolution of bearing spall size using cyclic natural frequency perturbations in vibration signals', Mechanical Systems and Signal Processing, vol. 151, http://dx.doi.org/10.1016/j.ymssp.2020.107376
2021
Feng K; Smith WA; Peng Z, 2021, 'Use of an improved vibration-based updating methodology for gear wear prediction', Engineering Failure Analysis, vol. 120, pp. 105066 - 105066, http://dx.doi.org/10.1016/j.engfailanal.2020.105066
2021
Dou P; Jia Y; Wu T; Peng Z; Yu M; Reddyhoff T, 2021, 'High-accuracy incident signal reconstruction for in-situ ultrasonic measurement of oil film thickness', Mechanical Systems and Signal Processing, vol. 156, http://dx.doi.org/10.1016/j.ymssp.2021.107669
2021
Fu Y; Kabir II; Yeoh GH; Peng Z, 2021, 'A review on polymer-based materials for underwater sound absorption', Polymer Testing, vol. 96, http://dx.doi.org/10.1016/j.polymertesting.2021.107115
2021
Chang H; Borghesani P; Peng Z, 2021, 'Investigation on the relationship between macropits and wear particles in a gear fatigue process', Wear, vol. 484-485, pp. 203724 - 203724, http://dx.doi.org/10.1016/j.wear.2021.203724
2021
Peng D; Smith WA; Randall RB; Peng Z; Mechefske CK, 2021, 'Speed estimation in planetary gearboxes: A method for reducing impulsive noise', Mechanical Systems and Signal Processing, vol. 159, http://dx.doi.org/10.1016/j.ymssp.2021.107786
2021
Feng P; Borghesani P; Smith WA; Peng Z, 2021, 'Corrigendum to “Model-based surface roughness estimation using acoustic emission signals” [Tribol Int 144 (2020) 1–13] (Tribology International (2020) 144, (S0301679X19306152), (10.1016/j.triboint.2019.106101))', Tribology International, vol. 160, pp. 107012 - 107012, http://dx.doi.org/10.1016/j.triboint.2021.107012
2021
Peng Y; Wu Z; Cao G; Wang S; Wu H; Liu C; Peng Z, 2021, 'Three-dimensional reconstruction of wear particles by multi-view contour fitting and dense point-cloud interpolation', Measurement: Journal of the International Measurement Confederation, vol. 181, pp. 109638 - 109638, http://dx.doi.org/10.1016/j.measurement.2021.109638
2021
Peng Y; Cai J; Wu T; Cao G; Kwok N; Peng Z, 2020, 'WP-DRnet: A novel wear particle detection and recognition network for automatic ferrograph image analysis', Tribology International, vol. 151, http://dx.doi.org/10.1016/j.triboint.2020.106379
2020
Liu Q; Wu H; Paul MJ; He P; Peng Z; Gludovatz B; Kruzic JJ; Wang CH; Li X, 2020, 'Machine-learning assisted laser powder bed fusion process optimization for AlSi10Mg: New microstructure description indices and fracture mechanisms', Acta Materialia, vol. 201, pp. 316 - 328, http://dx.doi.org/10.1016/j.actamat.2020.10.010
2020
Guo J; Gong J; Shi P; Xiao C; Jiang L; Chen L; Qian L, 2020, 'Study on the polishing mechanism of pH-dependent tribochemical removal in CMP of CaF2 crystal', Tribology International, vol. 150, pp. 106370 - 106370, http://dx.doi.org/10.1016/j.triboint.2020.106370
2020
Sul J; Peng Z; Kessissoglou N, 2020, 'Implementation of blended learning for a large size engineering mechanics course', Advances in Engineering Education, vol. 8, http://dx.doi.org/10.18260/3-1-1140-36017
2020
Chang H; Borghesani P; Peng Z, 2020, 'Automated assessment of gear wear mechanism and severity using mould images and convolutional neural networks', Tribology International, vol. 147, http://dx.doi.org/10.1016/j.triboint.2020.106280
2020
Guo J; Randall RB; Borghesani P; Smith WA; Haneef MD; Peng Z, 2020, 'A study on the effects of piston secondary motion in conjunction with clearance joints', Mechanism and Machine Theory, vol. 149, http://dx.doi.org/10.1016/j.mechmachtheory.2020.103824
2020
Song J; Chen F; Liu Y; Wang S; He X; Liao Z; Mu X; Yang M; Liu W; Peng Z, 2020, 'Insight into the wear particles of PEEK and CFRPEEK against UHMWPE for artificial cervical disc application: Morphology and immunoreaction', Tribology International, vol. 144, http://dx.doi.org/10.1016/j.triboint.2019.106093
2020
Feng P; Borghesani P; Smith WA; Peng Z, 2020, 'Model-based surface roughness estimation using acoustic emission signals', Tribology International, vol. 144, http://dx.doi.org/10.1016/j.triboint.2019.106101
2020
Kabir II; Fu Y; De Souza N; Baena JC; Yuen ACY; Yang W; Mata J; Peng Z; Yeoh GH, 2020, 'PDMS/MWCNT nanocomposite films for underwater sound absorption applications', Journal of Materials Science, vol. 55, pp. 5048 - 5063, http://dx.doi.org/10.1007/s10853-020-04349-4
2020
Feng P; Borghesani P; Smith WA; Randall RB; Peng Z, 2020, 'A Review on the Relationships between Acoustic Emission, Friction and Wear in Mechanical Systems', Applied Mechanics Reviews, vol. 72, http://dx.doi.org/10.1115/1.4044799
2020
Dou P; Wu T; Peng Z, 2020, 'A time-domain ultrasonic approach for oil film thickness measurement with improved resolution and range', Measurement Science and Technology, vol. 31, http://dx.doi.org/10.1088/1361-6501/ab7a69
2020
Peng D; Smith WA; Borghesani P; Randall RB; Peng Z, 2019, 'Comprehensive planet gear diagnostics: Use of transmission error and mesh phasing to distinguish localised fault types and identify faulty gears', Mechanical Systems and Signal Processing, vol. 127, pp. 531 - 550, http://dx.doi.org/10.1016/j.ymssp.2019.03.024
2019
Peng Y; Cai J; Wu T; Cao G; Kwok N; Zhou S; Peng Z, 2019, 'Online wear characterisation of rolling element bearing using wear particle morphological features', Wear, vol. 430-431, pp. 369 - 375, http://dx.doi.org/10.1016/j.wear.2019.05.005
2019
Feng P; Borghesani P; Chang H; Smith WA; Randall RB; Peng Z, 2019, 'Monitoring gear surface degradation using cyclostationarity of acoustic emission', Mechanical Systems and Signal Processing, vol. 131, pp. 199 - 221, http://dx.doi.org/10.1016/j.ymssp.2019.05.055
2019
Dou P; Wu T; Luo Z; Peng Z; Sarkodie-Gyan T, 2019, 'The application of the principle of wave superposition in ultrasonic measurement of lubricant film thickness', Measurement: Journal of the International Measurement Confederation, vol. 137, pp. 312 - 322, http://dx.doi.org/10.1016/j.measurement.2019.01.057
2019
Wang M; Peng Z, 2019, '3D characterisation of surface topographies of wear debris collected from human knees for osteoarthritis study', Tribology International, vol. 136, pp. 524 - 532, http://dx.doi.org/10.1016/j.triboint.2019.04.007
2019
Feng K; Borghesani P; Smith WA; Randall RB; Chin ZY; Ren J; Peng Z, 2019, 'Vibration-based updating of wear prediction for spur gears', Wear, vol. 426-427, pp. 1410 - 1415, http://dx.doi.org/10.1016/j.wear.2019.01.017
2019
Wang S; Wu TH; Shao T; Peng ZX, 2019, 'Integrated model of BP neural network and CNN algorithm for automatic wear debris classification', Wear, vol. 426-427, pp. 1761 - 1770, http://dx.doi.org/10.1016/j.wear.2018.12.087
2019
Chang H; Borghesani P; Smith WA; Peng Z, 2019, 'Application of surface replication combined with image analysis to investigate wear evolution on gear teeth – A case study', Wear, vol. 430-431, pp. 355 - 368, http://dx.doi.org/10.1016/j.wear.2019.05.024
2019
Peng Y; Cai J; Wu T; Cao G; Kwok N; Zhou S; Peng Z, 2019, 'A hybrid convolutional neural network for intelligent wear particle classification', Tribology International, vol. 138, pp. 166 - 173, http://dx.doi.org/10.1016/j.triboint.2019.05.029
2019
Wu H; Kwok NM; Liu S; Li R; Wu T; Peng Z, 2019, 'Restoration of defocused ferrograph images using a large kernel convolutional neural network', Wear, vol. 426-427, pp. 1740 - 1747, http://dx.doi.org/10.1016/j.wear.2018.12.089
2019
Wu H; Li R; Kwok NM; Peng Y; Wu T; Peng Z, 2019, 'Restoration of low-informative image for robust debris shape measurement in on-line wear debris monitoring', Mechanical Systems and Signal Processing, vol. 114, pp. 539 - 555, http://dx.doi.org/10.1016/j.ymssp.2018.05.032
2019
Cao W; Zhang H; Wang N; Wang HW; Peng ZX, 2019, 'The gearbox wears state monitoring and evaluation based on on-line wear debris features', Wear, vol. 426-427, pp. 1719 - 1728, http://dx.doi.org/10.1016/j.wear.2018.12.068
2019
Peng D; Smith WA; Randall RB; Peng Z, 2019, 'Use of mesh phasing to locate faulty planet gears', Mechanical Systems and Signal Processing, vol. 116, pp. 12 - 24, http://dx.doi.org/10.1016/j.ymssp.2018.06.035
2019
Smith WA; Borghesani P; Ni Q; Wang K; Peng Z, 2019, 'Optimal demodulation-band selection for envelope-based diagnostics: A comparative study of traditional and novel tools', Mechanical Systems and Signal Processing, vol. 134, http://dx.doi.org/10.1016/j.ymssp.2019.106303
2019
Baena JC; Peng Z, 2018, 'Dispersion state of multi-walled carbon nanotubes in the UHMWPE matrix: Effects on the tribological and mechanical response', Polymer Testing, vol. 71, pp. 125 - 136, http://dx.doi.org/10.1016/j.polymertesting.2018.08.023
2018
Borghesani P; Smith WA; Zhang X; Feng P; Antoni J; Peng Z, 2018, 'A new statistical model for acoustic emission signals generated from sliding contact in machine elements', Tribology International, vol. 127, pp. 412 - 419, http://dx.doi.org/10.1016/j.triboint.2018.06.032
2018
Li Z; Jiang Y; Guo Q; Hu C; Peng Z, 2018, 'Multi-dimensional variational mode decomposition for bearing-crack detection in wind turbines with large driving-speed variations', Renewable Energy, vol. 116, pp. 55 - 73, http://dx.doi.org/10.1016/j.renene.2016.12.013
2018
Song J; Xiang D; Wang S; Liao Z; Lu J; Liu Y; Liu W; Peng Z, 2018, 'In vitro wear study of PEEK and CFRPEEK against UHMWPE for artificial cervical disc application', Tribology International, vol. 122, pp. 218 - 227, http://dx.doi.org/10.1016/j.triboint.2018.02.034
2018
Song J; Shi H; Liao Z; Wang S; Liu Y; Liu W; Peng Z, 2018, 'Study on the nanomechanical and nanotribological behaviors of PEEK and CFRPEEK for biomedical applications', Polymers, vol. 10, http://dx.doi.org/10.3390/polym10020142
2018
Cao W; Dong G; Xie YB; Peng Z, 2018, 'Prediction of wear trend of engines via on-line wear debris monitoring', Tribology International, vol. 120, pp. 510 - 519, http://dx.doi.org/10.1016/j.triboint.2018.01.015
2018
Li Z; Jiang Y; Duan Z; Peng Z, 2018, 'A new swarm intelligence optimized multiclass multi-kernel relevant vector machine: An experimental analysis in failure diagnostics of diesel engines', Structural Health Monitoring, vol. 17, pp. 1503 - 1519, http://dx.doi.org/10.1177/1475921717746735
2018
Peng Y; Wu T; Wang S; Peng Z, 2017, 'Wear state identification using dynamic features of wear debris for on-line purpose', Wear, vol. 376-377, pp. 1885 - 1891, http://dx.doi.org/10.1016/j.wear.2017.01.012
2017
Li Z; Jiang Y; Hu C; Peng Z, 2017, 'Difference equation based empirical mode decomposition with application to separation enhancement of multi-fault vibration signals', Journal of Difference Equations and Applications, vol. 23, pp. 457 - 467, http://dx.doi.org/10.1080/10236198.2016.1254206
2017
Song J; Liu T; Shi H; Yan S; Liao Z; Liu Y; Liu W; Peng Z, 2017, 'Time-frequency analysis of the tribological behaviors of Ti6Al4V alloy under a dry sliding condition', Journal of Alloys and Compounds, vol. 724, pp. 752 - 762, http://dx.doi.org/10.1016/j.jallcom.2017.07.097
2017
Zhang X; Kanapathipillai S; Wu T; Peng Z, 2017, 'Frictional behaviour and friction mechanisms of rolling-sliding contact in mixed EHL', Tribology International, vol. 114, pp. 201 - 207, http://dx.doi.org/10.1016/j.triboint.2017.04.032
2017
Song J; Liao Z; Shi H; Xiang D; Liu Y; Liu W; Peng Z, 2017, 'Fretting wear study of PEEK‑based composites for bio‑implant application', Tribology Letters, vol. 65, http://dx.doi.org/10.1007/s11249-017-0931-8
2017
Haneef MD; Randall RB; Smith WA; Peng Z, 2017, 'Vibration and Wear Based Analysis of IC Engine Bearings by Numerical Simulation', Wear, vol. 384-385, pp. 15 - 27, http://dx.doi.org/10.1016/j.wear.2017.04.018
2017
Wu T; Peng Y; Wang S; Chen F; Kwok N; Peng Z, 2017, 'Morphological Feature Extraction Based on Multiview Images for Wear Debris Analysis in On-line Fluid Monitoring', Tribology Transactions, vol. 60, pp. 408 - 418, http://dx.doi.org/10.1080/10402004.2016.1174325
2017
Peng Y; Wu T; Cao G; Huang S; Wu H; Kwok N; Peng Z, 2017, 'A hybrid search-tree discriminant technique for multivariate wear debris classification', Wear, vol. 392-393, pp. 152 - 158, http://dx.doi.org/10.1016/j.wear.2017.09.022
2017
Peng Y; Wu T; Wang S; Du Y; Kwok N; Peng Z, 2017, 'A microfluidic device for three-dimensional wear debris imaging in online condition monitoring', Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology, vol. 231, pp. 965 - 974, http://dx.doi.org/10.1177/1350650116684707
2017
Baena JC; Peng Z, 2017, 'Mechanical and tribological performance of UHMWPE influenced by temperature change', Polymer Testing, vol. 62, pp. 102 - 109, http://dx.doi.org/10.1016/j.polymertesting.2017.06.017
2017
Guo M; Lord MS; Peng Z, 2017, 'Quantitative wear particle analysis for osteoarthritis assessment', Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, vol. 231, pp. 1116 - 1126, http://dx.doi.org/10.1177/0954411917735081
2017
Smith WA; Fan Z; Peng Z; Li HUAIZHONG; Randall R, 2016, 'Optimised Spectral Kurtosis for bearing diagnostics under electromagnetic interference', Mechanical Systems and Signal Processing, vol. 75, pp. 371 - 394, http://dx.doi.org/10.1016/j.ymssp.2015.12.034
2016
Peng Z, 2016, 'The nonlinear dynamics response of cracked gear system in a coal cutter taking environmental multi-frequency excitation forces into consideration', Nonlinear Dynamics, vol. 84, pp. 203 - 222, http://dx.doi.org/10.1007/s11071-015-2409-2
2016
Li Z; Jiang Y; Wang X; Peng Z, 2016, 'Multi-mode separation and nonlinear feature extraction of hybrid gear failures in coal cutters using adaptive nonstationary vibration analysis', Nonlinear Dynamics, vol. 84, pp. 295 - 310, http://dx.doi.org/10.1007/s11071-015-2505-3
2016
Li Z; Jiang Y; Hu C; Peng Z, 2016, 'Recent progress on decoupling diagnosis of hybrid failures in gear transmission systems using vibration sensor signal: A review', Measurement: Journal of the International Measurement Confederation, vol. 90, pp. 4 - 19, http://dx.doi.org/10.1016/j.measurement.2016.04.036
2016
Li Z; Yan X; Wang X; Peng Z, 2016, 'Detection of gear cracks in a complex gearbox of wind turbines using supervised bounded component analysis of vibration signals collected from multi-channel sensors', Journal of Sound and Vibration, vol. 371, pp. 406 - 433, http://dx.doi.org/10.1016/j.jsv.2016.02.021
2016
Li Z; Yan X; Wang X; Peng Z, 2016, 'Detection of gear cracks in a complex gearbox of wind turbines using supervised bounded component analysis of vibration signals collected from multi-channel sensors', Journal of Sound and Vibration, vol. 371, pp. 406 - 433, http://dx.doi.org/10.1016/j.jsv.2016.02.021
2016
Li Z; Peng Z, 2016, 'Nonlinear dynamic response of a multi-degree of freedom gear system dynamic model coupled with tooth surface characters: a case study on coal cutters', Nonlinear Dynamics, vol. 84, pp. 271 - 286, http://dx.doi.org/10.1007/s11071-015-2475-5
2016
Peng Z, 2016, 'On the bi-dimensional variational decomposition applied to nonstationary vibration signals for rolling bearing crack detection in coal cutters', Measurement Science and Technology, vol. 27, http://dx.doi.org/10.1088/0957-0233/27/6/065103
2016
Li Z; Peng Z, 2016, 'A new nonlinear blind source separation method with chaos indicators for decoupling diagnosis of hybrid failures: A marine propulsion gearbox case with a large speed variation', Chaos, Solitons and Fractals, vol. 89, pp. 27 - 39, http://dx.doi.org/10.1016/j.chaos.2015.09.023
2016
Shen T; Wang D; Yun J; Liu Q; Liu X; Peng Z, 2016, 'Mechanical stability and rheology of lithium-calcium-based grease containing ZDDP', RSC Advances, vol. 6, pp. 11637 - 11647, http://dx.doi.org/10.1039/c5ra20288d
2016
Haneef MD; Randall RB; Peng Z, 2016, 'Wear profile prediction of IC engine bearings by dynamic simulation', Wear, vol. 364-365, pp. 84 - 102, http://dx.doi.org/10.1016/j.wear.2016.07.006
2016
Shen T; Wang D; Yun J; Liu Q; Liu X; Peng Z, 2016, 'Tribological properties and tribochemical analysis of nano-cerium oxide and sulfurized isobutene in titanium complex grease', Tribology International, vol. 93, pp. 332 - 346, http://dx.doi.org/10.1016/j.triboint.2015.09.028
2016
Wu H; Kwok NM; Liu S; Wu T; Peng Z, 2016, 'A prototype of on-line extraction and three-dimensional characterisation of wear particle features from video sequence', Wear, vol. 368-369, pp. 314 - 325, http://dx.doi.org/10.1016/j.wear.2016.09.024
2016
Hu C; Smith WA; Randall RB; Peng Z, 2016, 'Development of a gear vibration indicator and its application in gear wear monitoring', Mechanical Systems and Signal Processing, vol. 76-77, pp. 319 - 336, http://dx.doi.org/10.1016/j.ymssp.2016.01.018
2016
Hu C; Peng Z, 2015, 'Frequency band selection based on the kurtosis of the squared envelope spectrum and its application in bearing fault diagnosis', Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, vol. 229, pp. 0954406215595655 - 0954406215595655, http://dx.doi.org/10.1177/0954406215595655
2015
Peng Y; Wu T; Wang S; Kwok N; Peng Z, 2015, 'Motion-blurred particle image restoration for on-line wear monitoring', Sensors (Switzerland), vol. 15, pp. 8173 - 8191, http://dx.doi.org/10.3390/s150408173
2015
Peng Z; Izzat Abdul Rahman M; Zhang Y; Yin L, 2015, 'Wear behavior of pressable lithium disilicate glass ceramic', Journal of Biomedical Materials Research - Part B Applied Biomaterials, vol. 104, pp. 968 - 978, http://dx.doi.org/10.1002/jbm.b.33447
2015
Peng Y; Wu T; Wang S; Peng Z, 2015, 'Oxidation wear monitoring based on the color extraction of on-line wear debris', Wear, vol. 332-333, pp. 1151 - 1157, http://dx.doi.org/10.1016/j.wear.2014.12.047
2015
Dong CL; Yuan CQ; Bai XQ; Yan XP; Peng Z, 2015, 'Tribological properties of aged nitrile butadiene rubber under dry sliding conditions', Wear, vol. 322-323, pp. 226 - 237, http://dx.doi.org/10.1016/j.wear.2014.11.010
2015
Wang ML; Peng ZX, 2015, 'Wear in human knees', Biosurface and Biotribology, vol. 1, pp. 98 - 112, http://dx.doi.org/10.1016/j.bsbt.2015.06.003
2015
Wang M; Peng Z, 2015, 'Investigation of the nano-mechanical properties and surface topographies of wear particles and human knee cartilages', Wear, vol. 324-325, pp. 74 - 79, http://dx.doi.org/10.1016/j.wear.2014.11.033
2015
Baena JC; Wu J; Peng Z, 2015, 'Wear performance of UHMWPE and reinforced UHMWPE composites in arthroplasty applications: A review', Lubricants, vol. 3, pp. 413 - 436, http://dx.doi.org/10.3390/lubricants3020413
2015
Wu J; Peng Z, 2015, 'The investigation of nanotribology of UHMWPE in fluid using atomic force microscopy', Journal of Biomedical Materials Research - Part B Applied Biomaterials, vol. 103, pp. 751 - 763, http://dx.doi.org/10.1002/jbm.b.33249
2015
Peng Z; Baena JC; Wang M, 2015, 'Investigations of micron and submicron wear features of diseased human cartilage surfaces', Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, vol. 229, pp. 164 - 174, http://dx.doi.org/10.1177/0954411915572496
2015
Li Z; Jiang Y; Wang X; Peng Z, 2015, 'Multi-mode separation and nonlinear feature extraction of hybrid gear failures in coal cutters using adaptive nonstationary vibration analysis', Nonlinear Dynamics, pp. 1 - 16, http://dx.doi.org/10.1007/s11071-015-2505-3
2015
Wu T; Wu H; Du Y; Kwok N; Peng Z, 2014, 'Imaged wear debris separation for on-line monitoring using gray level and integrated morphological features', Wear, vol. 316, pp. 19 - 29, http://dx.doi.org/10.1016/j.wear.2014.04.014
2014
Baena JC; Peng Z, 2014, '3D quantitative characterization of degraded surfaces of human knee cartilages affected by osteoarthritis', Wear, vol. 319, pp. 1 - 11, http://dx.doi.org/10.1016/j.wear.2014.07.004
2014
Dong C; Yuan C; Bai X; Yan X; Peng Z, 2014, 'Study on wear behaviour and wear model of nitrile butadiene rubber under water lubricated conditions', RSC Advances, vol. 4, pp. 19034 - 19042, http://dx.doi.org/10.1039/c4ra01703j
2014
Wang M; Ketheesan N; Peng Z, 2014, 'Investigations of wear particles and selected cytokines in human osteoarthritic knee joints', Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, vol. 228, pp. 1176 - 1182, http://dx.doi.org/10.1177/0954411914559570
2014
Guo Z; Yuan C; Yan X; Peng Z, 2014, '3D surface characterizations of wear particles generated from lubricated regular concave cylinder liners', Tribology Letters, vol. 55, pp. 131 - 142, http://dx.doi.org/10.1007/s11249-014-0340-1
2014
Li Z; Zhang Y; Yan X; Peng Z, 2014, 'A novel prediction model for aircraft spare part intermittent demand in aviation transportation logistics using multi-components accumulation and high resolution analysis', Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, vol. 229, pp. 384 - 395, http://dx.doi.org/10.1177/0954410014531742
2014
Wu H; Wu T; Peng Y; Peng Z, 2014, 'Watershed-based morphological separation of wear debris chains for on-line ferrograph analysis', Tribology Letters, vol. 53, pp. 411 - 420, http://dx.doi.org/10.1007/s11249-013-0280-1
2014
Peng Y; Wu T; Wang S; Peng Z, 2014, 'Oxidation wear monitoring based on the color extraction of on-line wear debris', Wear, http://dx.doi.org/10.1016/j.wear.2014.12.047
2014
Wang M; Peng Z; Wang J; Jiang X, 2013, 'Wear characterisation of articular cartilage surfaces at a nano-scale using atomic force microscopy', Tribology International, vol. 63, pp. 235 - 242, http://dx.doi.org/10.1016/j.triboint.2012.11.001
2013
Wang M; Peng Z; Vasilev K; Ketheesan N, 2013, 'Investigation of wear particles generated in human knee joints using atomic force microscopy', Tribology Letters, vol. 51, pp. 161 - 170, http://dx.doi.org/10.1007/s11249-013-0160-8
2013
Yin L; Lymer R; Billiau N; Peng Z; Stoll R, 2013, 'Damage morphology produced in low-cycle high-load indentations of feldspar porcelain and leucite glass ceramic', Journal of Materials Science, vol. 48, pp. 7902 - 7912, http://dx.doi.org/10.1007/s10853-013-7599-8
2013
Wu T; Wu H; Du Y; Peng Z, 2013, 'Progress and trend of sensor technology for on-line oil monitoring', Science China Technological Sciences, vol. 56, pp. 2914 - 2926, http://dx.doi.org/10.1007/s11431-013-5400-5
2013
Guo Z; Yuan C; Li Z; Yan X; Peng Z, 2013, 'Condition identification of cylinder liner-piston ring in marine diesel engine using bispectrum analysis and artificial neural networks', 10th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies 2013, CM 2013 and MFPT 2013, vol. 2, pp. 1145 - 1156
2013
Yan X; Li Z; Zhang Y; Yuan C; Peng Z, 2013, 'Study on key techniques of wear monitoring and fault diagnosis for marine diesel engines: a review', Zhongguo Jixie Gongcheng/China Mechanical Engineering, vol. 24, pp. 1413 - 1419, http://dx.doi.org/10.3969/j.issn.1004-132X.2013.10.027
2013
Li Z; Yan X; Qin L; Yuan C; Peng Z, 2013, 'Model reference robust control for marine propulsion systems with model uncertainty caused by hull deformation', Journal of Marine Science and Technology (Taiwan), vol. 21, pp. 400 - 409, http://dx.doi.org/10.6119/JMST-012-0518-5
2013
Guo Z; Yuan C; Li Z; Peng Z; Yan X, 2013, 'Condition identification of the cylinder liner-piston ring in a marine diesel engine using bispectrum analysis and artificial neural networks', Insight: Non-Destructive Testing and Condition Monitoring, vol. 55, pp. 621 - 626, http://dx.doi.org/10.1784/insi.2012.55.11.621
2013
Li Z; Yan XP; Tian Z; Yuan CQ; Peng Z; Tian Z, 2013, 'Blind vibration component separation and nonlinear feature extraction applied to the nonstationary vibration signals for the gearbox multi-fault diagnosis', Measurement, vol. 46, pp. 259 - 271, http://dx.doi.org/10.1016/j.measurement.2012.06.013
2013
Peng Z; Wang M, 2013, 'Three dimensional surface characterization of human cartilages at a micron and nanometre scale', Wear, vol. 301, pp. 210 - 217, http://dx.doi.org/10.1016/j.wear.2012.11.056
2013
Wang M; Peng Z; Price J; Ketheesan N, 2013, 'Study of the nano-mechanical properties of human knee cartilage in different wear conditions', Wear, vol. 301, pp. 188 - 191, http://dx.doi.org/10.1016/j.wear.2012.12.015
2013
Wu J; Peng Z; Tipper J, 2013, 'Mechanical properties and three-dimensional topological characterisation of micron, submicron and nanoparticles from artificial joints', Tribology Letters, vol. 52, pp. 449 - 460, http://dx.doi.org/10.1007/s11249-013-0228-5
2013
Tian Y; Wang J; Peng Z; Jiang X, 2012, 'A new approach to numerical characterisation of wear particle surfaces in three-dimensions for wear study', Wear, vol. 282-283, pp. 59 - 68, http://dx.doi.org/10.1016/j.wear.2012.02.002
2012
Li Z; Yan X; Yuan CQ; Peng Z, 2012, 'Intelligent fault diagnosis method for marine diesel engines using instantaneous angular speed', Journal of Mechanical Science and Technology, vol. 26, pp. 2413 - 2423, http://dx.doi.org/10.1007/s12206-012-0621-2
2012
Bai XQ; Xie GT; Fan H; Peng ZX; Yuan CQ; Yan XP, 2012, 'Study on biomimetic preparation of shell surface microstructure for ship antifouling', Wear, vol. 306, pp. 285 - 295, http://dx.doi.org/10.1016/j.wear.2012.11.020
2012
Li Z; Yan X; Peng Z, 2012, 'Ship electric propulsion with the sensorless permanent magnet sysnchronous motor: A simulation study', Proceedings of the Institution of Mechanical Engineers. Proceedings Part M, Journal of Engineering for the Maritime Environment, vol. 226, pp. 378 - 386, http://dx.doi.org/10.1177/1475090212443189
2012
Wang M; Peng Z; Watson J; Watson G; Yin L, 2012, 'Nanoscale study of cartilage surfaces using atomic force microscopy', Proceedings of the Institution of Mechanical Engineers Part H - Journal of Engineering in Medicine, vol. 226, pp. 899 - 910, http://dx.doi.org/10.1177/0954411912460482
2012
Kushan M; Peng Z; Peng S, 2012, 'A New System of Failure Warning and Monitoring Control System for Gas Turbine Compressor (GTC)/ Auxiliary Power Unit (APU) of Aircrafts and a Sample Study', Advanced Materials Research, vol. 503-504, pp. 1633 - 1638, http://dx.doi.org/10.4028/www.scientific.net/AMR.503-504.1633
2012
Li Z; Yan XP; Guo ZW; Liu P; Yuan CQ; Peng Z, 2012, 'A New Intelligent Fusion Method of Multi-Dimensional Sensors and its Application to Tribo-System Fault Diagnosis of Marine Diesel Engines', Tribology Letters, vol. 47, pp. 1 - 15, http://dx.doi.org/10.1007/s11249-012-9948-1
2012
Li Z; Yan X; Guo ZW; Zhang Y; Yuan CQ; Peng Z, 2012, 'Condition monitoring and fault diagnosis for marine diesel engines using information fusion techniques', Elektronika ir Elektrotechnika, vol. 123, pp. 109 - 112, http://dx.doi.org/10.5755/j01.eee.123.7.2387
2012
Li L; Yu X; Zhang Q; Peng Z, 2012, 'Detrended fluctuation analysis in machine condition diagnosis', Advanced Science Letters, vol. 6, pp. 377 - 380, http://dx.doi.org/10.1166/asl.2012.2201
2012
Li Z; Yan X; Yuan C; Peng Z; Li L, 2011, 'Virtual prototype and experimental research on gear multi-fault diagnosis using wavelet-autoregressive model and principal component analysis method', Mechanical Systems and Signal Processing, vol. 25, pp. 2589 - 2607, http://dx.doi.org/10.1016/j.ymssp.2011.02.017
2011
Tian Y; Peng Z; Gorton D; Xiao Y; Ketheesan N, 2011, 'Immunohistochemical analysis of structural changes in collagen for the assessment of osteoarthritis', Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, vol. 225, pp. 680 - 687, http://dx.doi.org/10.1177/0954411911402135
2011
Lei C; Peng Z; Day T; Yan X; Bai X; Yuan C, 2011, 'Experimental observation of surface morphology effect on crystallization fouling in plate heat exchangers', International Communications in Heat and Mass Transfer, vol. 38, pp. 25 - 30, http://dx.doi.org/10.1016/j.icheatmasstransfer.2010.10.006
2011
Tian Y; Wang J; Peng Z; Jiang X, 2011, 'Numerical analysis of cartilage surfaces for osteoarthritis diagnosis using field and feature parameters', Wear, vol. 271, pp. 2370 - 2378, http://dx.doi.org/10.1016/j.wear.2011.01.081
2011
Li Z; Yan X; Yuan C; Zhao J; Peng Z, 2011, 'Fault detection and diagnosis of a gearbox in marine propulsion systems using bispectrum analysis and artificial neural networks', Journal of Marine Science and Application, vol. 10, pp. 17 - 24, http://dx.doi.org/10.1007/s11804-011-1036-7
2011
Li Z; Yan X; Yuan C; Peng Z, 2010, 'Gear faults diagnosis based on wavelet-AR model and PCA', Proceedings of SPIE - The International Society for Optical Engineering, vol. 7820, http://dx.doi.org/10.1117/12.866387
2010
Li Z; Yan X; Yuan C; Zhao J; Peng Z, 2010, 'A new method of nonlinear feature extraction for multi-fault diagnosis of rotor systems', Noise and Vibration Worldwide, vol. 41, pp. 29 - 37, http://dx.doi.org/10.1260/0957-4565.41.10.29
2010
Allen C; Peng Z; Yin L; Carmichael E, 2010, 'Nano-hardness testing of wear particles in sheep knee joints', Materials Science Forum, vol. 654-656, pp. 2253 - 2256, http://dx.doi.org/10.4028/www.scientific.net/MSF.654-656.2253
2010
Li Z; Yan X; Yuan C; Zhao J; Peng Z, 2010, 'The fault diagnosis approach for gears using multidimensional features and intelligent classifier', Noise and Vibration Worldwide, vol. 41, pp. 76 - 86, http://dx.doi.org/10.1260/0957-4565.41.10.76
2010
Lymer R; Yin L; Peng Z; Jones RHB; Sandham A, 2010, 'Surface roughness and stress responses of a feldspar porcelain to fatigue impact', Key Engineering Materials, vol. 443, pp. 557 - 561, http://dx.doi.org/10.4028/www.scientific.net/KEM.443.557
2010
Mulligan R; Yin L; Lamont A; Peng Z; Forwood MR; Teoh SH, 2010, 'Effect of penetration rate on insertion force in trabecular bone biopsy', Materials Science Forum, vol. 654-656, pp. 2225 - 2228, http://dx.doi.org/10.4028/www.scientific.net/MSF.654-656.2225
2010
Peng Z; Fasiolo M; Hart K, 2009, 'Investigation into changes in collagen structure of articular cartilage and wear particles of knee joints for osteoarthritic wear assessment', Journal of Musculoskeletal Research, vol. 12, pp. 143 - 152, http://dx.doi.org/10.1142/S0218957709002316
2009
Scardino AJ; Hudleston D; Peng Z; Paul NA; De Nys R, 2009, 'Biomimetic characterisation of key surface parameters for the development of fouling resistant materials', Biofouling, vol. 25, pp. 83 - 93, http://dx.doi.org/10.1080/08927010802538480
2009
Li L; Peng Z; Peng S, 2009, 'Detrended fluctuation analysis for gear fault diagnosis', Zhongguo Jixie Gongcheng/China Mechanical Engineering, vol. 20, pp. 2311 - 2314
2009
Kushan MC; Peng Z; Peng S, 2009, 'A new approach of failure warning and monitoring control system of auxiliary power unit', SAE Technical Papers, http://dx.doi.org/10.4271/2009-01-3227
2009
Ebersbach S; Peng Z, 2008, 'Expert system development for vibration analysis in machine condition monitoring', Expert Systems with Applications, vol. 34, pp. 291 - 299, http://dx.doi.org/10.1016/j.eswa.2006.09.029
2008
Peng Z; Tomovich S, 2008, 'The development of a new image acquisition & analysis system for 3D surface measurements using confocal laser scanning microscopy', Advanced Materials Research, vol. 32, pp. 173 - 179, http://dx.doi.org/10.4028/0-87849-475-8.173
2008
Yuan CQ; Peng Z; Yan XP; Zhou XC, 2008, 'Surface roughness evolutions in sliding wear process', Wear, vol. 265, pp. 341 - 348, http://dx.doi.org/10.1016/j.wear.2007.11.002
2008
Louden D; Inderbitzin S; Peng Z; de Nys R, 2007, 'Development of a new protocol for testing bath sponge quality', Aquaculture, vol. 271, pp. 275 - 285, http://dx.doi.org/10.1016/j.aquaculture.2007.06.010
2007
Yuan CQ; Yan XP; Peng ZX, 2007, 'Three-dimensional surface characterization of wear debris', Mocaxue Xuebao/Tribology, vol. 27, pp. 294 - 296
2007
Zhou S; Ling W; Peng Z, 2007, 'An RFID-based remote monitoring system for enterprise internal production management', International Journal of Advanced Manufacturing Technology, vol. 33, pp. 837 - 844, http://dx.doi.org/10.1007/s00170-006-0506-6
2007
Yuan CQ; Yan XP; Peng Z, 2007, 'Prediction of surface features of wear components based on surface characteristics of wear debris', Wear, vol. 263, pp. 1513 - 1517, http://dx.doi.org/10.1016/j.wear.2006.11.029
2007
Peng Z, 2007, 'Osteoarthritis diagnosis using wear particle analysis technique: Investigation of correlation between particle and cartilage surface in walking process', Wear, vol. 262, pp. 630 - 640, http://dx.doi.org/10.1016/j.wear.2006.07.011
2007
Yuan C; Yan X; Peng Z, 2006, 'Numerical characterization of 3D worn surface topography using confocal laser scanning microscopy', Run Hua Yu Mi Feng/Lubrication Engineering, pp. 33 - 36
2006
Li Q; Loughran J; Peng Z; Osborne J, 2006, 'A fracture based model for wear debris formation', Key Engineering Materials, vol. 324-325 II, pp. 1157 - 1160, http://dx.doi.org/10.4028/0-87849-413-8.1157
2006
Wu JP; Kirk TB; Peng Z; Miller K; Zheng MH, 2006, 'Quantitative characterization of collagen orientation in the superficial zone for studying early degenerative changes in articular cartilage', Journal of Musculoskeletal Research, vol. 10, pp. 1 - 12, http://dx.doi.org/10.1142/S0218957706001674
2006
Tomovich SJ; Peng Z, 2005, 'Optimised reflection imaging for surface roughness analysis using confocal laser scanning microscopy and height encoded image processing', Journal of Physics: Conference Series, vol. 13, pp. 426 - 429, http://dx.doi.org/10.1088/1742-6596/13/1/098
2005
Wu JP; Kirk TB; Peng Z; Miller K; Zheng MH, 2005, 'Utilization of two-dimensional fast fourier transform and power spectral analysis for assessment of early degeneration of articular cartilage', Journal of Musculoskeletal Research, vol. 9, pp. 119 - 131, http://dx.doi.org/10.1142/S0218957705001564
2005
Yuan CQ; Yan XP; Peng ZX, 2005, 'Study on the acquisition of 3D surface topography of wear debris', Wuhan Ligong Daxue Xuebao/Journal of Wuhan University of Technology, vol. 27, pp. 88 - 90
2005
Yuan C; Peng Z; Yan X, 2005, 'Surface characterization using wavelet theory and confocal laser scanning microscopy', Journal of Tribology, vol. 127, pp. 394 - 404, http://dx.doi.org/10.1115/1.1866161
2005
Zhou S; Peng Z; Yarlagadda PKDV, 2005, 'A complete solution for neutral knowledge representation within collaborative product development environment', International Journal of Advanced Manufacturing Technology, vol. 25, pp. 761 - 771, http://dx.doi.org/10.1007/s00170-003-1910-9
2005
Yuan CQ; Peng Z; Zhou XC; Yan XP, 2005, 'The surface roughness evolutions of wear particles and wear components under lubricated rolling wear condition', Wear, vol. 259, pp. 512 - 518, http://dx.doi.org/10.1016/j.wear.2004.11.011
2005
Yuan CQ; Peng Z; Zhou XC; Yan XP, 2005, 'The characterization of wear transitions in sliding wear process contaminated with silica and iron powder', Tribology International, vol. 38, pp. 129 - 143, http://dx.doi.org/10.1016/j.triboint.2004.06.007
2005
Zhou SQ; Zhao AP; Chin KS; Yarlagadda PKDV; Peng Z, 2004, 'A solution for knowledge resources provider over the Internet', International Journal of Advanced Manufacturing Technology, vol. 24, pp. 148 - 160
2004
Yuan CQ; Peng Z; Zhou XC; Yan XP, 2004, 'Effects of temperature on sliding wear process under contaminated lubricant test conditions', Wear, vol. 257, pp. 812 - 822, http://dx.doi.org/10.1016/j.wear.2004.05.014
2004
Yuan CQ; Li J; Yan XP; Peng Z, 2003, 'The use of the fractal description to characterize engineering surfaces and wear particles', Wear, vol. 255, pp. 315 - 326, http://dx.doi.org/10.1016/S0043-1648(03)00206-0
2003
Peng Z; Kessissoglou N, 2003, 'An integrated approach to fault diagnosis of machinery using wear debris and vibration analysis', Wear, vol. 255, pp. 1221 - 1232, http://dx.doi.org/10.1016/S0043-1648(03)00098-X
2003
Peng Z, 2002, 'An integrated intelligence system for wear debris analysis', Wear, vol. 252, pp. 730 - 743, http://dx.doi.org/10.1016/S0043-1648(02)00031-5
2002
Peng Z; Goodwin S, 2001, 'Wear-debris analysis in expert systems', Tribology Letters, vol. 11, pp. 177 - 184, http://dx.doi.org/10.1023/A:1012593802435
2001
Peng Z; Kirk TB, 1999, 'The study of three-dimensional analysis techniques and automatic classification systems for wear particles', Journal of Tribology, vol. 121, pp. 169 - 176, http://dx.doi.org/10.1115/1.2833799
1999
Peng Z; Kirk TB, 1999, 'Wear particle classification in a fuzzy grey system', Wear, vol. 225-229, pp. 1238 - 1247, http://dx.doi.org/10.1016/S0043-1648(98)00400-1
1999
Peng Z; Kirk TB, 1998, 'Computer image analysis of wear particles in three-dimensions for machine condition monitoring', Wear, vol. 223, pp. 157 - 166, http://dx.doi.org/10.1016/S0043-1648(98)00280-4
1998
Grigoriev AY; Peng Z; Kirk TB, 1998, 'Wear debris classification by surface texture using co-occurrence matrices', Journal of Friction and Wear, vol. 19, pp. 42 - 50
1998
Grigor'ev AY; Peng Z; Kirk TB, 1998, 'Classification of wear debris on texture using matrices of co-occurrence', Dianyuan Jishu/Chinese Journal of Power Sources, vol. 22, pp. 606 - 615
1998
Peng Z; Kirk TB, 1998, 'Automatic wear-particle classification using neural networks', Tribology Letters, vol. 5, pp. 249 - 257, http://dx.doi.org/10.1023/A:1019126732337
1998
Peng Z; Kirk TB, 1997, 'Two-dimensional fast Fourier transform and power spectrum for wear particle analysis', Tribology International, vol. 30, pp. 583 - 590, http://dx.doi.org/10.1016/S0301-679X(97)00026-1
1997
Peng Z; Kirk TB; Xu ZL, 1997, 'The development of three-dimensional imaging techniques of wear particle analysis', Wear, vol. 203-204, pp. 418 - 424, http://dx.doi.org/10.1016/S0043-1648(96)07371-1
1997
Book Chapters
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Mailey L; Borghesani P; Smith WA; Wang W; Peng Z, 2020, 'A New Approach to Automated Bearing Fault Severity Assessment Using Deep-Learning', in Advances in Asset Management and Condition Monitoring, Springer International Publishing, pp. 1091 - 1104, http://dx.doi.org/10.1007/978-3-030-57745-2_90
2020
Wang M; Peng Z; Watson JA; Watson GS; Morris BN; Rayner BA, 2012, 'Atomic Force Microscopy Investigation on Young’s Modulus of Cartilage for Osteoarthritis Study', in Engineering Asset Management and Infrastructure Sustainability, Springer London, pp. 1019 - 1025, http://dx.doi.org/10.1007/978-0-85729-493-7_79
2012
Tomovich S; Peng Z; Yuan C; Y X, 2011, 'Quantitative Surface Characterisation Using Laser Scanning Confocal Microscopy', in Laser Scanning, Theory and Applications, InTech, http://dx.doi.org/10.5772/15403
2011
Peng ZX; Tomovich S, 2008, 'The Development of a New Image Acquisition & Analysis System for 3D Surface Measurements Using Confocal Laser Scanning Microscopy', in Frontiers in Materials Science and Technology, Trans Tech Publications Ltd., pp. 173 - 179, http://dx.doi.org/10.4028/0-87849-475-8.173
2008
Conference Papers
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Wu H; Li R; Liu S; Rahman MA; Liu S; Kwok N; Peng Z, 2018, 'Three dimensional shape measurement of wear particle by iterative volume intersection', in Proceedings of SPIE - The International Society for Optical Engineering, http://dx.doi.org/10.1117/12.2304561
2018
Li Z; Hu C; Jiang Y; Peng Z, 2018, 'Multi-dimensional variational mode decomposition applied to intrinsic vibration mode extraction for bearing crack detection in wind turbines with large speed variation', in 35th Wind Energy Symposium, 2017, Grapevine, Texas, presented at 35th Wind Energy Symposium, Grapevine, Texas, 09 May 2018 - 13 May 2018
2018
Fu YF; Yeoh ; wang CHUN; peng ZHONGXIAO, 2017, 'Multifunctional rubber based composites for marine applications: A review', in 9th Australasian Congress on Applied Mechanics, ACAM 2017, UNDW, Sydney, presented at 9th Australasian Congress on Applied Mechanics (ACAM 9), UNDW, Sydney, 27 November 2017 - 29 November 2017
2017
Zhang X; Smith W; Borghesani P; Peng Z; Randall R, 2017, 'Use of cyclostationarity to detect changes in gear surface roughness using vibration measurements', in Proceedings of the 12th World Congress on Engineering Asset Management & the 13th International Conference on Vibration Engineering and Technology of Machinery, The 12th World Congress on Engineering Asset Management and 13th International Conference on Vibration Engineering and Technology of Machinery, Brisbane, pp. 763 - 771, presented at The 12th World Congress on Engineering Asset Management and 13th International Conference on Vibration Engineering and Technology of Machinery, Brisbane, 02 August 2017 - 04 August 2017, http://dx.doi.org/10.1007/978-3-319-95711-1_75
2017
Peng D; Smith W; Randall R; Peng Z, 2017, 'Development of an indicator to locate faults on planet gears', in Development of an indicator to locate faults on planet gears, International Conference on Structural Engineering Dynamics ICEDyn 2017, Portugal, presented at International Conference on Structural Engineering Dynamics ICEDyn 2017, Portugal, 03 July 2017 - 05 August 2017
2017
Crivelli D; Hutt S; Clarke A; Borghesani P; Peng Z; Randall R, 2017, 'Condition monitoring of rotating machinery with acoustic emission: a British-Australian collaboration', in ational Conference on Vibration Engineering and Technology of Machinery, 12 th World Congress on Engineering Asset Management & 13 th International Conference on Vibration Engineering and Technology of Machinery, Brisbane, Australia, pp. 119 - 128, presented at 12 th World Congress on Engineering Asset Management & 13 th International Conference on Vibration Engineering and Technology of Machinery, Brisbane, Australia, 02 August 2017 - 04 August 2017, http://dx.doi.org/10.1007/978-3-319-95711-1_12
2017
Smith W; Randall RB; Hu C; Peng Z, 2017, 'Cepstral removal of resonance effects to improve the use of traditional gear diagnostic indicators at different speeds', in Cepstral removal of resonance effects to improve the use of traditional gear diagnostic indicators at different speeds, First World Congress on Condition Monitoring, London, UK, presented at First World Congress on Condition Monitoring, London, UK, 13 June 2017 - 16 June 2017
2017
Zhang XIAOGANG; zhang YALI; Kanapathipillai S; Peng Z, 2017, 'Effects of surface roughness on sliding friction behaviour', in Effects of surface roughness on sliding friction behaviour, World Tribology Congress 2017, Beijing, China, presented at World Tribology Congress 2017, Beijing, China, 17 September 2017 - 22 September 2017
2017
Smith WA; Randall RB; de Chasteigner du Mée X; Peng Z, 2017, 'Use of Cyclostationary Properties to Diagnose Planet Bearing Faults in Variable Speed Conditions', in Use of Cyclostationary Properties to Diagnose Planet Bearing Faults in Variable Speed Conditions, Tenth DST Group International Conference on Health and Usage Monitoring Systems (HUMS), Melbourne, Australia, presented at Tenth DST Group International Conference on Health and Usage Monitoring Systems (HUMS), Melbourne, Australia, 26 February 2017 - 28 February 2017, http://www.humsconference.com.au/Papers2017/Peer_Reviewed/210_HUMS2017_Randall.pdf
2017
Haneef MD; Randall RB; Smith WA; Peng Z, 2017, 'Integrated Approach for Health Assessment of IC Engine Bearings through Numerical Simulation', in Integrated Approach for Health Assessment of IC Engine Bearings through Numerical Simulation, Tenth DST Group International Conference on Health and Usage Monitoring Systems (HUMS), Melbourne, Australia, presented at Tenth DST Group International Conference on Health and Usage Monitoring Systems (HUMS), Melbourne, Australia, 26 February 2017 - 28 February 2017, http://www.humsconference.com.au/Papers2017/Peer_Reviewed/211_HUMS2017_Haneef_HUMS_Best_Paper.pdf
2017
Li Z; Hu C; Jiang Y; Peng Z, 2017, 'Multi-dimensional variational mode decomposition applied to intrinsic vibration mode extraction for bearing crack detection in wind turbines with large speed variation', in 35th Wind Energy Symposium, 2017, http://dx.doi.org/10.2514/6.2017-1169
2017
Peng Z, 2016, 'Lubricated Wear of Machinable Lithium Disilicate Glass Ceramic', in Key Engineering Materials, Taiwan, pp. 18 - 22, presented at International Conference on Engineering Tribology and Applied Technology 2016, Taiwan, 04 November 2016 - 06 November 2016, http://dx.doi.org/10.4028/www.scientific.net/KEM.739.18
2016
Smith WA; Fan Z; Peng D; Peng Z; Randall RB, 2016, 'Electromagnetic interference in vibration signals and its effect on bearing diagnostics', in VIRM 11 - Vibrations in Rotating Machinery, Institution of Mechanical Engineers, Manchester, UK, pp. 523 - 533, presented at 11th International Conference on Vibrations in Rotating Machinery, Manchester, UK, 13 September 2016 - 15 September 2016
2016
Baena Vargas JC; Tenison N; Yu J; Peng Z, 2016, 'Development of Mixing Methods of UHMWPE/Carbon Nanotubes (CNT) Composites for Use in Artificial Joints', in Trans Tech Publications, International Conference on Engineering Tribology and Applied Technology, Taipei-Taiwan, presented at International Conference on Engineering Tribology and Applied Technology, Taipei-Taiwan, 04 November 2016 - 06 November 2016, http://dx.doi.org/10.4028/www.scientific.net/KEM.739.18
2016
Haneef MD; randall RB; PENG Z, 2015, 'Dynamic Simulation of IC Engine Bearings for Fault Detection and Wear Prediction', in International Science Index, 17 (11) Part II, 17th International conference on tribology and interface engineering, Venice, Italy, presented at 17th International conference on tribology and interface engineering, Venice, Italy, 09 November 2015 - 10 November 2015, http://waset.org/publications/10003253/dynamic-simulation-of-ic-engine-bearings-for-fault-detection-and-wear-prediction
2015
Yang Y; Smith WA; Borghesani P; Peng Z; Randall R, 2015, 'Detecting changes in gear surface roughness using vibration signals', in Acoustics 2015 Hunter Valley, Hunter Valley, Australia, presented at Acoustics 2015, Hunter Valley, Australia, 15 November 2015 - 18 November 2015, https://www.acoustics.asn.au/conference_proceedings/AAS2015/papers/p88.pdf
2015
Siew WS; Smith WA; Peng Z; Randall RB, 2015, 'Fault severity trending in rolling element bearings', in Acoustics 2015 Hunter Valley, Hunter Valley, Australia, presented at Acoustics 2015, Hunter Valley, Australia, 15 November 2015 - 18 November 2015
2015
Smith WA; Hu C; Randall RB; Peng Z, 2014, 'Vibration-based spall size tracking in rolling element bearings', in Proceedings of the 9th IFToMM International Conference on Rotor Dynamics, Milan, Italy, pp. 587 - 597, presented at Proceedings of IFToMM ICORD 2014 conference, Milan, Italy, 22 September 2014 - 25 September 2014, http://dx.doi.org/10.1007/978-3-319-06590-8_48
2014
Pushparatnam S; Peng Z; Yin L, 2014, 'Wear Properties Of Machinable Lithium Disilicate Glass Ceramic', in The 8th Australasian Congress on Applied Mechanics 2014 : ACAM 8 / National Committee on Applied Mechanics of Engineers Australia., The 8th Australiasian Congress on Applied Mechanics (ACAM 8), Melbourne, presented at The 8th Australiasian Congress on Applied Mechanics (ACAM 8), Melbourne, 24 November 2014 - 26 November 2014, http://trove.nla.gov.au/work/189393301?q&versionId=206075394
2014
Smith WA; Hu C; Randall RB; Peng Z, 2014, 'Vibration-based spall size tracking in rolling element bearings', in Proceedings of the 9th IFToMM International Conference on Rotor Dynamics, 9th IFToMM International Conference on Rotor Dynamics, presented at 9th IFToMM International Conference on Rotor Dynamics, 22 September 2014 - 25 September 2014, http://www.iftomm2014.it/
2014
Zhang Y; Peng Z, 2014, 'A Simulation Model To Study The Potential Use Of Micro- Structured Surfaces To Improve The Tribological Properties Of UHMWPE', in The 8th Australasian Congress on Applied Mechanics 2014: ACAM 8, Engineers Australia, Melbourne, pp. 176 - 184, presented at The 8th Australiasian Congress on Applied Mechanics (ACAM 8), Melbourne, 24 November 2014 - 26 November 2014
2014
Peng Z; Kessissoglou NK; Lei C, 2014, 'Challenges and strategies in teaching engineering mechanics', in The 8th Australasian Congress on Applied Mechanics 2014 : ACAM 8, Engineers Australia, Melbourne, pp. 560 - 564, presented at ACAM 8, Melbourne, 24 November 2014 - 26 November 2014
2014
Pushparatnam S; Peng Z; Wu J; Yin L, 2014, 'Abrasive wear behaviour of machinable lithium disilicate glass ceramic', in 8th Australasian Congress on Applied Mechanics, ACAM 2014, as Part of Engineers Australia Convention 2014, pp. 185 - 190
2014
Wu J; Peng Z; Zhang Y, 2014, 'The investigation of the wear behaviour of artificial joint at a macro and nano scale', in The 8th Australasian Congress on Applied Mechanics 2014, Melbourne, pp. 261 - 267, presented at ACAM8, Melbourne, 24 November 2014 - 26 November 2014
2014
Tian Y; Peng Z; Liu X, 2013, 'Development of an expert system for automatic osteoarthritis diagnosis using numerical characterisations of articular cartilages and wear particles', in 2013 IEEE/ASME International Conference on Advanced Intelligent Mechatronics: Mechatronics for Human Wellbeing, AIM 2013, pp. 194 - 198, http://dx.doi.org/10.1109/AIM.2013.6584091
2013
Peng Z; Wang M; Yin L, 2012, 'Investigation of Nano-Mechanical Properties of Cartilages of Sheep Knee Joints', in Proceedings of 7th Australasian Congress of Applied Mechanics, Engineers Australia, Canberra ACT, pp. 315 - 321, presented at 7th Australasian Congress of Applied Mechanics, Adelaide, 09 December 2012 - 12 December 2012
2012
Peng Z; Kessissoglou N, 2012, 'Teaching First Year Engineering Dynamics at a Small and Large Australian University', in Proceedings of 7th Australasian Congress of Applied Mechanics, Engineers Australia, Canberra ACT, pp. 1108 - 1112, presented at 7th Australasian Congress of Applied Mechanics, Adelaide, 09 December 2012 - 12 December 2012
2012
Li L; Peng Z; Zhao M, 2009, 'In-situ monitoring of active crack in steel structure using acoustic emission technique', in 2009 International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2009, pp. 229 - 232, http://dx.doi.org/10.1109/ICMTMA.2009.384
2009
Peng S; Cheng L; Huang L; Peng Z; Li L, 2009, 'Improved acoustical wave propagator technique for acoustic-structure interaction in a duct silencer structure with/without membrane', in 16th International Congress on Sound and Vibration 2009, ICSV 2009, pp. 4324 - 4331
2009
Ebersbach S; Peng Z; Yuan C; Yan X, 2008, 'Machine Condition Monitoring and Remaining Life Prediction Using Integrated Approach', in Luo JB; Meng YG; Shao TM; Zhao Q (eds.), ADVANCED TRIBOLOGY, TSINGHUA UNIV PRESS, Beijing, PEOPLES R CHINA, pp. 949 - +, presented at 5th China International Symposium on Tribology/1st International Tribology Symposium of IFToMM, Beijing, PEOPLES R CHINA, 24 September 2008 - 27 September 2008, http://dx.doi.org/10.1007/978-3-642-03653-8_324
2008
Ebersbach S; Peng Z; Kessissoglou N, 2007, 'Smart condition monitoring by integration of vibration, oil and wear particle analysis.', in ICSV14 2007: 14th International Congress on Sound and Vibration, Cairns, Qld, pp. 3685 - 3693, presented at ICSV14 2007: 14th International Congress on Sound and Vibration, Cairns, Qld, 09 July 2007 - 12 July 2007
2007
Ebersbach S; Peng Z, 2007, 'Wear oriented strategy for gearbox remaining lifetime estimation', in 14th International Congress on Sound and Vibration 2007, ICSV 2007, pp. 3702 - 3709
2007
Li H; Wang Y; Ding Y; Peng Z, 2005, 'Implementation of network-computing and NN based remote real-time oil well monitoring system', in Proceedings of 2005 International Conference on Neural Networks and Brain Proceedings, ICNNB'05, pp. 1810 - 1814
2005
Peng Z; Kirk TB, 2000, 'Wear particle analysis for machine condition monitoring using computer technologies', in Mathew J; Zhong B (ed.), SYSTEMS INTEGRITY AND MAINTENANCE, PROCEEDINGS, QUEENSLAND UNIVERSITY TECHNOLOGY, NANJING, PEOPLES R CHINA, pp. 321 - 326, presented at 2nd Asia-Pacific Conference on Systems Integrity and Maintenance, NANJING, PEOPLES R CHINA, 23 August 2000 - 25 August 2000, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000177685100055&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2000
Working Papers
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Kessissoglou NJ; Peng Z, 2003, Integrating Vibration and Oil Analysis for Machine Condition Monitoring, http://dx.doi.org
2003

Dr Zhongxiao Peng’s research focus has been wear analysis and machine condition monitoring. Her main research interests include 3D image acquisition, processing and quantitative analysis of wear in mechanical and bio-engineering systems; development and application of artificial intelligent techniques for prediction of the performance and remaining useful life of mechanical systems; integration of multiple techniques (wear analysis, vibration and acoustic emission) for machine health monitoring.