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Professor Zhongxiao Peng

Professor Zhongxiao Peng

Professor
Engineering
Mechanical and Manufacturing Engineering

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. The is an example of our strong and close collaboration with the Laboratory Vibrations and Acoustics (LVA at University of Lyon) led by Professor Jerome Antoni in the field of 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.

PhD Projects

The group of Tribology and Machine Condition Monitoring at UNSW is a world-leading research team in the field and has many national and international collaborations. We (including , , ) are currently recruiting excellent research students to join the group as a PhD or Master’s (MPhil) student. If you have good grades and are keen to gain deep knowledge and many useful experimental and analytical skills in the fields of tribology (wear) and vibration for machine condition monitoring, you are welcome to approach us for a chat and/or discussion. Our current research topics include:

  • AI enabled machine condition monitoring (multiple projects)
  • Development of advanced condition monitoring techniques for wind turbines
  • Wear monitoring in a contaminated lubrication condition
  • Integration of multiple techniques for fault detection, diagnostics and prognostics
  • Characterisation of 3D printed mechanical components
  • Signal processing of bio-signals for human health monitoring
  • Understanding and development of advanced meta-acoustic materials for marine application

Applying for a PhD or MPhil position: Please email z.peng@unsw.edu.auwith a copy of your CV, academic transcript(s) and/or English test results.

Phone
9385 4142
Location
Ainsworth Building (J17) Level 4, Room 408 Kensington Campus
  • Book Chapters | 2020
    Mailey L; Borghesani P; Smith WA; Wang W; Peng Z, 2020, 'A New Approach to Automated Bearing Fault Severity Assessment Using Deep-Learning', in , pp. 1091 - 1104,
    Book Chapters | 2012
    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,
    Book Chapters | 2011
    Tomovich S; Peng Z; Yuan C; Y X, 2011, 'Quantitative Surface Characterisation Using Laser Scanning Confocal Microscopy', in Laser Scanning, Theory and Applications, InTech,
    Book Chapters | 2008
    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,
  • Journal articles | 2024
    Lu R; Antoni J; Randall RB; Borghesani P; Smith WA; Peng Z, 2024, 'Cepstral operational modal analysis for multiple-input systems based on the real cyclic cepstrum', Mechanical Systems and Signal Processing, 218,
    Journal articles | 2024
    Peng D; Smith WA; Randall RB; Feng K; Peng Z; Teng W; Liu Y, 2024, 'Iterative improvement in tacholess speed estimation using instantaneous error estimation for machine condition monitoring in variable speed', Mechanical Systems and Signal Processing, 216,
    Journal articles | 2024
    Smith WA; Borghesani P; Randall RB; Antoni J; El Badaoui M; Peng Z, 2024, 'High-speed bearing diagnostics: Observations from the Surveillance 8 Safran contest data', Mechanical Systems and Signal Processing, 216,
    Journal articles | 2023
    Baena JC; Wang C; Fu Y; Kabir II; Yuen ACY; Peng Z; Yeoh GH, 2023, 'A new fabrication method of designed metamaterial based on a 3D-printed structure for underwater sound absorption applications', Applied Acoustics, 203,
    Journal articles | 2023
    Chin ZY; Borghesani P; Smith WA; Randall RB; Peng Z, 2023, 'Monitoring gear wear with transmission error', Wear, 523,
    Journal articles | 2023
    Herwig N; Peng Z; Borghesani P, 2023, 'Bridging the trust gap: Evaluating feature relevance in neural network-based gear wear mechanism analysis with explainable AI', Tribology International, 187,
    Journal articles | 2023
    Lu R; Borghesani P; Randall RB; Smith WA; Peng Z, 2023, 'Removal of transfer function effects from gear vibration signals under constant and variable speed conditions', Mechanical Systems and Signal Processing, 184,
    Journal articles | 2023
    Mao Y; Borghesani P; Chin ZY; Randall RB; Peng Z, 2023, 'Extraction and use of frequency-domain relationships between time-varying gear meshing properties and diagnostic measurements', Mechanical Systems and Signal Processing, 190, pp. 110129,
    Journal articles | 2023
    Mao Y; Tong J; Chin ZY; Borghesani P; Peng Z, 2023, 'Transmission-error- and vibration-based condition monitoring of gear wear with contaminated lubricant', Wear, 523,
    Journal articles | 2023
    Vos K; Peng Z; Lee E; Wang W, 2023, 'Aircraft fleet availability optimisation: A reinforcement learning approach', Aeronautical Journal, 127, pp. 2204 - 2218,
    Journal articles | 2023
    Wang W; Vos K; Taylor J; Jenkins C; Bala B; Whitehead L; Peng Z, 2023, 'Is deep learning superior to traditional techniques in machine health monitoring applications', Aeronautical Journal, 127, pp. 2105 - 2117,
    Journal articles | 2023
    Yan T; Wang D; Kong J; Peng Z, 2023, 'Large margin-learning methodology from Time-Frequency maps and its physically interpretable weights for simultaneous Machine health monitoring and fault diagnosis', Mechanical Systems and Signal Processing, 200,
    Journal articles | 2022
    Borghesani P; Smith WA; Randall RB; Antoni J; El Badaoui M; Peng Z, 2022, 'Bearing signal models and their effect on bearing diagnostics', Mechanical Systems and Signal Processing, 174, pp. 109077,
    Journal articles | 2022
    Dou P; Jia Y; Zheng P; Wu T; Yu M; Reddyhoff T; Peng Z, 2022, 'Review of ultrasonic-based technology for oil film thickness measurement in lubrication', Tribology International, 165,
    Journal articles | 2022
    Dou P; Wu T; Luo Z; Yang P; Peng Z; Yu M; Reddyhoff T, 2022, 'A finite-element-aided ultrasonic method for measuring central oil-film thickness in a roller-raceway tribo-pair', Friction, 10, pp. 944 - 962,
    Journal articles | 2022
    Dou P; Zheng P; Jia Y; Wu T; Yu M; Reddyhoff T; Liao WH; Peng Z, 2022, 'Ultrasonic measurement of oil film thickness in a four-layer structure for applications including sliding bearings with a thin coating', NDT and E International, 131,
    Journal articles | 2022
    Dou P; Zou L; Wu T; Yu M; Reddyhoff T; Peng Z, 2022, 'Simultaneous measurement of thickness and sound velocity of porous coatings based on the ultrasonic complex reflection coefficient', NDT and E International, 131,
    Journal articles | 2022
    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, 165, pp. 108319,
    Journal articles | 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, 165,
    Journal articles | 2022
    Randall RB; Smith WA; Borghesani P; Peng Z, 2022, 'A new angle-domain cepstral method for generalised gear diagnostics under constant and variable speed operation', Mechanical Systems and Signal Processing, 178,
    Journal articles | 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, 162,
    Journal articles | 2022
    Vos K; Peng Z; Jenkins C; Shahriar MR; Borghesani P; Wang W; Jenkins C, 2022, 'Vibration-based anomaly detection using LSTM/SVM approaches', Mechanical Systems and Signal Processing, 169, pp. 108752,
    Journal articles | 2022
    Zhang H; Borghesani P; Randall RB; Peng Z, 2022, 'A benchmark of measurement approaches to track the natural evolution of spall severity in rolling element bearings', Mechanical Systems and Signal Processing, 166,
    Journal articles | 2021
    Chang H; Borghesani P; Peng Z, 2021, 'Investigation on the relationship between macropits and wear particles in a gear fatigue process', Wear, 484-485,
    Journal articles | 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, 146,
    Journal articles | 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, 156,
    Journal articles | 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, 150, pp. 107258,
    Journal articles | 2021
    Feng K; Smith WA; Peng Z, 2021, 'Use of an improved vibration-based updating methodology for gear wear prediction', Engineering Failure Analysis, 120, pp. 105066,
    Journal articles | 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, 160,
    Journal articles | 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, 171,
    Journal articles | 2021
    Fu Y; Kabir II; Yeoh GH; Peng Z, 2021, 'A review on polymer-based materials for underwater sound absorption', Polymer Testing, 96,
    Journal articles | 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, 159,
    Journal articles | 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, 181,
    Journal articles | 2021
    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, 68, pp. 1626 - 1635,
    Journal articles | 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, 151,
    Journal articles | 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, 147,
    Journal articles | 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, 31,
    Journal articles | 2020
    Feng P; Borghesani P; Smith WA; Peng Z, 2020, 'Model-based surface roughness estimation using acoustic emission signals', Tribology International, 144,
    Journal articles | 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, 72,
    Journal articles | 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, 150, pp. 106370 - 106370,
    Journal articles | 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, 149,
    Journal articles | 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, 55, pp. 5048 - 5063,
    Journal articles | 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, 201, pp. 316 - 328,
    Journal articles | 2020
    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, 151,
    Journal articles | 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, 144,
    Journal articles | 2020
    Sul J; Peng Z; Kessissoglou N, 2020, 'Implementation of blended learning for a large size engineering mechanics course', Advances in Engineering Education, 8,
    Journal articles | 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, 426-427, pp. 1719 - 1728,
    Journal articles | 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, 430-431, pp. 355 - 368,
    Journal articles | 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, 137, pp. 312 - 322,
    Journal articles | 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, 426-427, pp. 1410 - 1415,
    Journal articles | 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, 131, pp. 199 - 221,
    Journal articles | 2019
    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, 127, pp. 531 - 550,
    Journal articles | 2019
    Peng D; Smith WA; Randall RB; Peng Z, 2019, 'Use of mesh phasing to locate faulty planet gears', Mechanical Systems and Signal Processing, 116, pp. 12 - 24,
    Journal articles | 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, 138, pp. 166 - 173,
    Journal articles | 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, 430-431, pp. 369 - 375,
    Journal articles | 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, 134, pp. 106303,
    Journal articles | 2019
    Wang M; Peng Z, 2019, '3D characterisation of surface topographies of wear debris collected from human knees for osteoarthritis study', Tribology International, 136, pp. 524 - 532,
    Journal articles | 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, 426-427, pp. 1761 - 1770,
    Journal articles | 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, 426-427, pp. 1740 - 1747,
    Journal articles | 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, 114, pp. 539 - 555,
    Journal articles | 2018
    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, 71, pp. 125 - 136,
    Journal articles | 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, 127, pp. 412 - 419,
    Journal articles | 2018
    Cao W; Dong G; Xie YB; Peng Z, 2018, 'Prediction of wear trend of engines via on-line wear debris monitoring', Tribology International, 120, pp. 510 - 519,
    Journal articles | 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, 17, pp. 1503 - 1519,
    Journal articles | 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, 116, pp. 55 - 73,
    Journal articles | 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, 10, pp. 142,
    Journal articles | 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, 122, pp. 218 - 227,
    Journal articles | 2018
    Zhang C; Peng Z; Chen S; Li Z; Wang J, 2018, 'A gearbox fault diagnosis method based on frequency-modulated empirical mode decomposition and support vector machine', Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 232, pp. 369 - 380,
    Journal articles | 2017
    Baena JC; Peng Z, 2017, 'Mechanical and tribological performance of UHMWPE influenced by temperature change', Polymer Testing, 62, pp. 102 - 109,
    Journal articles | 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, 231, pp. 1116 - 1126,
    Journal articles | 2017
    Haneef MD; Randall RB; Smith WA; Peng Z, 2017, 'Vibration and Wear Based Analysis of IC Engine Bearings by Numerical Simulation', Wear,
    Journal articles | 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, 23, pp. 457 - 467,
    Journal articles | 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, 392-393, pp. 152 - 158,
    Journal articles | 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, 231, pp. 965 - 974,
    Journal articles | 2017
    Peng Y; Wu T; Wang S; Peng Z, 2017, 'Wear state identification using dynamic features of wear debris for on-line purpose', Wear, 376-377, pp. 1885 - 1891,
    Journal articles | 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, 65, pp. 150,
    Journal articles | 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, 724, pp. 752 - 762,
    Journal articles | 2017
    Tenison N; Baena JC; Yu J; Peng Z, 2017, 'Development of mixing methods of UHMWPE/carbon nanotubes (CNT) composites for use in artificial joints', Key Engineering Materials, 739 KEM, pp. 81 - 86,
    Journal articles | 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, 60, pp. 408 - 418,
    Journal articles | 2017
    Zhang X; Kanapathipillai S; Wu T; Peng Z, 2017, 'Frictional behaviour and friction mechanisms of rolling-sliding contact in mixed EHL', Tribology International, 114, pp. 201 - 207,
    Journal articles | 2016
    Haneef MD; Randall RB; Peng Z, 2016, 'Wear profile prediction of IC engine bearings by dynamic simulation', Wear, 364-365, pp. 84 - 102,
    Journal articles | 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,
    Journal articles | 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, 90, pp. 4 - 19,
    Journal articles | 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, 84, pp. 295 - 310,
    Journal articles | 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, 89, pp. 27 - 39,
    Journal articles | 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, 84, pp. 271 - 286,
    Journal articles | 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, 371, pp. 406 - 433,
    Journal articles | 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, 371, pp. 406 - 433,
    Journal articles | 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, 27,
    Journal articles | 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, 84, pp. 203 - 222,
    Journal articles | 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, 6, pp. 11637 - 11647,
    Journal articles | 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, 93, pp. 332 - 346,
    Journal articles | 2016
    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, 75, pp. 371 - 394,
    Journal articles | 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, 368-369, pp. 314 - 325,
    Journal articles | 2015
    Baena JC; Wu J; Peng Z, 2015, 'Wear performance of UHMWPE and reinforced UHMWPE composites in arthroplasty applications: A review', Lubricants, 3, pp. 413 - 436,
    Journal articles | 2015
    Dong CL; Yuan CQ; Bai XQ; Yan XP; Peng Z, 2015, 'Tribological properties of aged nitrile butadiene rubber under dry sliding conditions', Wear, 322-323, pp. 226 - 237,
    Journal articles | 2015
    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, 229, pp. 0954406215595655 - 0954406215595655,
    Journal articles | 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,
    Journal articles | 2015
    Peng Y; Wu T; Wang S; Kwok N; Peng Z; Wang S, 2015, 'Motion-blurred particle image restoration for on-line wear monitoring', Sensors (Switzerland), 15, pp. 8173 - 8191,
    Journal articles | 2015
    Peng Y; Wu T; Wang S; Peng Z, 2015, 'Oxidation wear monitoring based on the color extraction of on-line wear debris', Wear, 332-333, pp. 1151 - 1157,
    Journal articles | 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, 229, pp. 164 - 174,
    Journal articles | 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,
    Journal articles | 2015
    Wang M; Peng Z, 2015, 'Investigation of the nano-mechanical properties and surface topographies of wear particles and human knee cartilages', Wear, 324-325, pp. 74 - 79,
    Journal articles | 2015
    Wang ML; Peng ZX, 2015, 'Wear in human knees', Biosurface and Biotribology, 1, pp. 98 - 112,
    Journal articles | 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, 103, pp. 751 - 763,
    Journal articles | 2014
    Baena JC; Peng Z, 2014, '3D quantitative characterization of degraded surfaces of human knee cartilages affected by osteoarthritis', Wear, 319, pp. 1 - 11,
    Journal articles | 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, 4, pp. 19034 - 19042,
    Journal articles | 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, 55, pp. 131 - 142,
    Journal articles | 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,
    Journal articles | 2014
    Peng Y; Wu T; Wang S; Peng Z, 2014, 'Oxidation wear monitoring based on the color extraction of on-line wear debris', Wear,
    Journal articles | 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, 228, pp. 1176 - 1182,
    Journal articles | 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, 53, pp. 411 - 420,
    Journal articles | 2014
    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, 316, pp. 19 - 29,
    Journal articles | 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, 55, pp. 621 - 626,
    Journal articles | 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, 2, pp. 1145 - 1156
    Journal articles | 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), 21, pp. 400 - 409,
    Journal articles | 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, 46, pp. 259 - 271,
    Journal articles | 2013
    Peng Z; Wang M, 2013, 'Three dimensional surface characterization of human cartilages at a micron and nanometre scale', Wear, 301, pp. 210 - 217,
    Journal articles | 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, 301, pp. 188 - 191,
    Journal articles | 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, 51, pp. 161 - 170,
    Journal articles | 2013
    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, 63, pp. 235 - 242,
    Journal articles | 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, 52, pp. 449 - 460,
    Journal articles | 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, 56, pp. 2914 - 2926,
    Journal articles | 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, 24, pp. 1413 - 1419,
    Journal articles | 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, 48, pp. 7902 - 7912,
    Journal articles | 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, 306, pp. 285 - 295,
    Journal articles | 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, 503-504, pp. 1633 - 1638,
    Journal articles | 2012
    Li L; Yu X; Zhang Q; Peng Z, 2012, 'Detrended fluctuation analysis in machine condition diagnosis', Advanced Science Letters, 6, pp. 377 - 380,
    Journal articles | 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, 123, pp. 109 - 112,
    Journal articles | 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, 226, pp. 378 - 386,
    Journal articles | 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, 26, pp. 2413 - 2423,
    Journal articles | 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, 47, pp. 1 - 15,
    Journal articles | 2012
    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, 282-283, pp. 59 - 68,
    Journal articles | 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, 226, pp. 899 - 910,
    Journal articles | 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, 38, pp. 25 - 30,
    Journal articles | 2011
    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, 25, pp. 2589 - 2607,
    Journal articles | 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, 10, pp. 17 - 24,
    Journal articles | 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, 225, pp. 680 - 687,
    Journal articles | 2011
    Tian Y; Wang J; Peng Z; Jiang X, 2011, 'Numerical analysis of cartilage surfaces for osteoarthritis diagnosis using field and feature parameters', Wear, 271, pp. 2370 - 2378,
    Journal articles | 2010
    Allen C; Peng Z; Yin L; Carmichael E, 2010, 'Nano-hardness testing of wear particles in sheep knee joints', Materials Science Forum, 654-656, pp. 2253 - 2256,
    Journal articles | 2010
    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, 7820,
    Journal articles | 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, 41, pp. 29 - 37,
    Journal articles | 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, 41, pp. 76 - 86,
    Journal articles | 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, 443, pp. 557 - 561,
    Journal articles | 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, 654-656, pp. 2225 - 2228,
    Journal articles | 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,
    Journal articles | 2009
    Li L; Peng Z; Peng S, 2009, 'Detrended fluctuation analysis for gear fault diagnosis', Zhongguo Jixie Gongcheng/China Mechanical Engineering, 20, pp. 2311 - 2314
    Journal articles | 2009
    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, 12, pp. 143 - 152,
    Journal articles | 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, 25, pp. 83 - 93,
    Journal articles | 2008
    Ebersbach S; Peng Z, 2008, 'Expert system development for vibration analysis in machine condition monitoring', Expert Systems with Applications, 34, pp. 291 - 299,
    Journal articles | 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, 32, pp. 173 - 179,
    Journal articles | 2008
    Yuan CQ; Peng Z; Yan XP; Zhou XC, 2008, 'Surface roughness evolutions in sliding wear process', Wear, 265, pp. 341 - 348,
    Journal articles | 2007
    Louden D; Inderbitzin S; Peng Z; de Nys R, 2007, 'Development of a new protocol for testing bath sponge quality', Aquaculture, 271, pp. 275 - 285,
    Journal articles | 2007
    Peng Z, 2007, 'Osteoarthritis diagnosis using wear particle analysis technique: Investigation of correlation between particle and cartilage surface in walking process', Wear, 262, pp. 630 - 640,
    Journal articles | 2007
    Yuan CQ; Yan XP; Peng Z, 2007, 'Prediction of surface features of wear components based on surface characteristics of wear debris', Wear, 263, pp. 1513 - 1517,
    Journal articles | 2007
    Yuan CQ; Yan XP; Peng ZX, 2007, 'Three-dimensional surface characterization of wear debris', Mocaxue Xuebao/Tribology, 27, pp. 294 - 296
    Journal articles | 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, 33, pp. 837 - 844,
    Journal articles | 2006
    Li Q; Loughran J; Peng Z; Osborne J, 2006, 'A fracture based model for wear debris formation', Key Engineering Materials, 324-325 II, pp. 1157 - 1160,
    Journal articles | 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, 10, pp. 1 - 12,
    Journal articles | 2006
    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
    Journal articles | 2005
    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, 13, pp. 426 - 429,
    Journal articles | 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, 9, pp. 119 - 131,
    Journal articles | 2005
    Yuan C; Peng Z; Yan X, 2005, 'Surface characterization using wavelet theory and confocal laser scanning microscopy', Journal of Tribology, 127, pp. 394 - 404,
    Journal articles | 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, 38, pp. 129 - 143,
    Journal articles | 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, 259, pp. 512 - 518,
    Journal articles | 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, 27, pp. 88 - 90
    Journal articles | 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, 25, pp. 761 - 771,
    Journal articles | 2004
    Yuan CQ; Peng Z; Zhou XC; Yan XP, 2004, 'Effects of temperature on sliding wear process under contaminated lubricant test conditions', Wear, 257, pp. 812 - 822,
    Journal articles | 2004
    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, 24, pp. 148 - 160
    Journal articles | 2003
    Kessissoglou NJ; Peng Z, 2003, 'Integrating Vibration and Oil Analysis for Machine Condition Monitoring', Practicing Oil Analysis, pp. 84, 86 - 91,
    Journal articles | 2003
    Peng Z; Kessissoglou N, 2003, 'An integrated approach to fault diagnosis of machinery using wear debris and vibration analysis', Wear, 255, pp. 1221 - 1232,
    Journal articles | 2003
    Yuan CQ; Li J; Yan XP; Peng Z, 2003, 'The use of the fractal description to characterize engineering surfaces and wear particles', Wear, 255, pp. 315 - 326,
    Journal articles | 2002
    Peng Z, 2002, 'An integrated intelligence system for wear debris analysis', Wear, 252, pp. 730 - 743,
    Journal articles | 2001
    Peng Z; Goodwin S, 2001, 'Wear-debris analysis in expert systems', Tribology Letters, 11, pp. 177 - 184,
    Journal articles | 1999
    Peng Z; Kirk TB, 1999, 'The study of three-dimensional analysis techniques and automatic classification systems for wear particles', Journal of Tribology, 121, pp. 169 - 176,
    Journal articles | 1999
    Peng Z; Kirk TB, 1999, 'Wear particle classification in a fuzzy grey system', Wear, 225-229, pp. 1238 - 1247,
    Journal articles | 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, 22, pp. 606 - 615
    Journal articles | 1998
    Grigoriev AY; Peng Z; Kirk TB, 1998, 'Wear debris classification by surface texture using co-occurrence matrices', Journal of Friction and Wear, 19, pp. 42 - 50
    Journal articles | 1998
    Peng Z; Kirk TB, 1998, 'Automatic wear-particle classification using neural networks', Tribology Letters, 5, pp. 249 - 257,
    Journal articles | 1998
    Peng Z; Kirk TB, 1998, 'Computer image analysis of wear particles in three-dimensions for machine condition monitoring', Wear, 223, pp. 157 - 166,
    Journal articles | 1997
    Peng Z; Kirk TB; Xu ZL, 1997, 'The development of three-dimensional imaging techniques of wear particle analysis', Wear, 203-204, pp. 418 - 424,
    Journal articles | 1997
    Peng Z; Kirk TB, 1997, 'Two-dimensional fast Fourier transform and power spectrum for wear particle analysis', Tribology International, 30, pp. 583 - 590,
  • Working Papers | 2003
    Kessissoglou NJ; Peng Z, 2003, Integrating Vibration and Oil Analysis for Machine Condition Monitoring,
  • Conference Papers | 2024
    Daman A; Smith WA; Mao Y; Randall RB; Peng Z, 2024, 'Detection of Multiple Cracks in Gears using Transmission Error', in 11th Australasian Congress on Applied Mechanics, ACAM 2024, pp. 173 - 182
    Conference Papers | 2024
    Herwig N; Borghesani P; Smith W; Peng Z, 2024, 'Explainable AI for condition monitoring applications: Potential and challenges', in 11th Australasian Congress on Applied Mechanics, ACAM 2024, pp. 201 - 214
    Conference Papers | 2024
    Mao Y; Chin ZY; Smith W; Randall R; Peng Z; Borghesani P, 2024, 'Evaluation of transmission error for gear diagnostics', in 11th Australasian Congress on Applied Mechanics, ACAM 2024, pp. 235 - 243
    Conference Papers | 2022
    Smith WA; Borghesani P; Abboud D; Randall RB; Antoni J; El Badaoui M; Peng Z, 2022, 'A new look at bearing signal models', in Proceedings of ISMA 2022 - International Conference on Noise and Vibration Engineering and USD 2022 - International Conference on Uncertainty in Structural Dynamics, pp. 592 - 602
    Conference Papers | 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
    Conference Papers | 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, Springer Nature, 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,
    Conference Papers | 2017
    Fu YF; Yeoh ; wang CHUN; peng ZHONGXIAO, 2017, 'Multifunctional rubber based composites for marine applications: A review', UNDW, Sydney, presented at 9th Australasian Congress on Applied Mechanics (ACAM 9), UNDW, Sydney, 27 November 2017 - 29 November 2017
    Conference Papers | 2017
    Haneef MD; Randall RB; Smith WA; Peng Z, 2017, 'Integrated Approach for Health Assessment of IC Engine Bearings through Numerical Simulation', Melbourne, Australia, presented at Tenth DST Group International Conference on Health and Usage Monitoring Systems (HUMS), Melbourne, Australia, 26 February 2017 - 28 February 2017,
    Conference Papers | 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,
    Conference Papers | 2017
    Peng D; Smith W; Randall R; Peng Z, 2017, 'Development of an indicator to locate faults on planet gears', Portugal, presented at International Conference on Structural Engineering Dynamics ICEDyn 2017, Portugal, 03 July 2017 - 05 August 2017
    Conference Papers | 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', London, UK, presented at First World Congress on Condition Monitoring, London, UK, 13 June 2017 - 16 June 2017
    Conference Papers | 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', Melbourne, Australia, presented at Tenth DST Group International Conference on Health and Usage Monitoring Systems (HUMS), Melbourne, Australia, 26 February 2017 - 28 February 2017,
    Conference Papers | 2017
    Wu H; Li R; Liu S; Rahman MA; Liu S; Kwok N; Peng Z, 2017, 'Three dimensional shape measurement of wear particle by iterative volume intersection', in Yu H; Dong Y (ed.), Proceedings of SPIE - The International Society for Optical Engineering, SPIE, the international society for optics and photonics, PEOPLES R CHINA, Ocean Univ China, Acad Exchange Ctr, Qingdao, pp. 106153q, presented at Ninth International Conference on Graphic and Image Processing (ICGIP 2017), PEOPLES R CHINA, Ocean Univ China, Acad Exchange Ctr, Qingdao, 14 October 2017 - 16 October 2017,
    Conference Papers | 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, Springer Nature, 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,
    Conference Papers | 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
    Conference Papers | 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, Taipei-Taiwan, presented at International Conference on Engineering Tribology and Applied Technology, Taipei-Taiwan, 04 November 2016 - 06 November 2016,
    Conference Papers | 2016
    Peng Z; Baena Vargas J, 2016, 'Lubricated Wear of Machinable Lithium Disilicate Glass Ceramic', in Key Engineering Materials, Trans Tech Publications, Taiwan, pp. 18 - 22, presented at International Conference on Engineering Tribology and Applied Technology 2016, Taiwan, 04 November 2016 - 06 November 2016,
    Conference Papers | 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
    Conference Papers | 2015
    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, Venice, Italy, presented at 17th International conference on tribology and interface engineering, Venice, Italy, 09 November 2015 - 10 November 2015,
    Conference Papers | 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
    Conference Papers | 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,
    Conference Papers | 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, presented at ACAM 8, Melbourne, 24 November 2014 - 26 November 2014
    Conference Papers | 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
    Conference Papers | 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,
    Conference Papers | 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, Milan, Italy, presented at Proceedings of IFToMM ICORD 2014 conference, Milan, Italy, 22 September 2014 - 25 September 2014,
    Conference Papers | 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, presented at 9th IFToMM International Conference on Rotor Dynamics, 22 September 2014 - 25 September 2014,
    Conference Papers | 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, presented at ACAM8, Melbourne, 24 November 2014 - 26 November 2014
    Conference Papers | 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, presented at The 8th Australiasian Congress on Applied Mechanics (ACAM 8), Melbourne, 24 November 2014 - 26 November 2014
    Conference Papers | 2013
    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,
    Conference Papers | 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
    Conference Papers | 2012
    Peng Z; Kessissoglou NJ, 2012, 'Teaching first year engineering dynamics at a small and large Australian University', in Advances in Applied Mechanics Research, Conference Proceedings - 7th Australasian Congress on Applied Mechanics, ACAM 2012, pp. 1106 - 1112
    Conference Papers | 2012
    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
    Conference Papers | 2009
    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,
    Conference Papers | 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
    Conference Papers | 2008
    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, PEOPLES R CHINA, Beijing, pp. 949 - +, presented at 5th China International Symposium on Tribology/1st International Tribology Symposium of IFToMM, PEOPLES R CHINA, Beijing, 24 September 2008 - 27 September 2008,
    Conference Papers | 2007
    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, presented at ICSV14 2007: 14th International Congress on Sound and Vibration, Cairns, Qld, 09 July 2007 - 12 July 2007
    Conference Papers | 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
    Conference Papers | 2005
    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
    Conference Papers | 2000
    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, PEOPLES R CHINA, NANJING, pp. 321 - 326, presented at 2nd Asia-Pacific Conference on Systems Integrity and Maintenance, PEOPLES R CHINA, NANJING, 23 August 2000 - 25 August 2000,
    Preprints |
    Liu Q; Wu H; Paul MJ; He P; Peng Z; Gludovatz B; Kruzic JJ; Wang CH; Li X, Machine-Learning Assisted Laser Powder Bed Fusion Process Optimization for AlSi10mg: New Microstructure Description Indices and Fracture Mechanisms, ,

AUFRANDE – An excellent opportunity to obtain dual doctorates at INSA-Lyon (France) and UNSW Sydney (Australia)

INSA-Lyon and UNSW Sydney offer three (3) joint PhD projects in the Australia France Network of Doctoral Excellence () program. These projects in the field of machine condition monitoring, utilising state-of- the-art technologies, are excellent opportunities for outstanding researchers to pursue their studies and receive research training from world-leading experts in the field.

The titles of the 3 PhD projects are:

  • Digital-twins and artificial intelligence for robust machine condition monitoring
  • Industry 4.0 sensing for machine condition monitoring
  • AI-Assisted Condition Monitoring (AIA-CM) based on data-driven optimal signal processing

Further information about AUFRANDE and these projects can be found on the -> .

Some information about the research environment supported by the UNSW-INSA Lyon International Laboratory can be found .

Key dates:

  • Call opening: 27th November 2023
  • Deadline for applications: 24th January 2024

Any technical inquiries can be directed to Professor Jerome Antoni (Jerome.antoni@insa-lyon.fr) at INSA-Lyon, Professor Zhongxiao Peng (z.peng@unsw.edu.au) or Associate Professor Pietro Borghesani (p.borghesani@unsw.edu.au) at UNSW Sydney.