Associate Professor Pietro Borghesani

Associate Professor

Engineering

Mechanical and Manufacturing Engineering

After a 1.5 year experience at McKinsey and Co. as a business analyst consultant, I have obtained a PhD in Mechanical Engineering at Politecnico di Milano (Italy, 2013) with a thesis on “Tools for the automated condition monitoring of rotating machines”. During my PhD and in a brief post-doctoral activity at Politecnico di Milano I have worked on a series of industrial projects related to the health monitoring and system identification for a wide range of mechanical systems, including bridges, large rotating machines, road and rail vehicles and industrial coolers.

My research activity has continued at QUT since December 2013 until the end of 2017, with a focus on asset health optimisation in power generation and process industries.

At UNSW I continue working in asset health monitoring and management, including vibration sensing, signal processing, machine learning, and maintenance optimisation. I currently collaborate with Australian and international companies in the fields of aerospace and rail.

I am an Editorial Board Member for Mechanical Systems and Signal Processing (MSSP) and a Member of the International Society for Engineering Asset Management (ISEAM).

E-mail

p.borghesani@unsw.edu.au

Books | 2019

Mathew J; Lim CW; Ma L; Sands D; Cholette ME; Borghesani P, 2019, Preface

Books | 2019

Mathew J; Lim CW; Ma L; Sands D; Cholette ME; Borghesani P, 2019, Preface
Book Chapters | 2022

Randall RB; Antoni J; Borghesani P, 2022, 'Applied Digital Signal Processing', in Handbook of Experimental Structural Dynamics with 667 Figures and 70 Tables, pp. 149 - 228, http://dx.doi.org/10.1007/978-1-4614-4547-0_6

Book Chapters | 2022

Randall RB; Antoni J; Borghesani P, 2022, 'Applied Digital Signal Processing', in Handbook of Experimental Structural Dynamics, Springer New York, pp. 1 - 81, http://dx.doi.org/10.1007/978-1-4939-6503-8_6-2

Book Chapters | 2021

Zohora F; Holmes D; Borghesani P; Cholette M; Gu Y, 2021, 'Study of Acoustic Emission Response to Vortex Shedding of a Bluff Body', in Springer Proceedings in Physics, Springer Singapore, pp. 465 - 474, http://dx.doi.org/10.1007/978-981-15-9837-1_41

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, http://dx.doi.org/10.1007/978-3-030-57745-2_90

Book Chapters | 2020

Randall RB; Antoni J; Borghesani P, 2020, 'Applied Digital Signal Processing', in Handbook of Experimental Structural Dynamics, Springer New York, pp. 1 - 81, http://dx.doi.org/10.1007/978-1-4939-6503-8_6-1

Book Chapters | 2019

Mathew J; Lim CW; Ma L; Sands D; Cholette ME; Borghesani P, 2019, 'Preface', in ASSET INTELLIGENCE THROUGH INTEGRATION AND INTEROPERABILITY AND CONTEMPORARY VIBRATION ENGINEERING TECHNOLOGIES, pp. v - xii

Book Chapters | 2018

Truong Ba H; Cholette ME; Borghesani P; Ma L, 2018, 'Opportunistic maintenance for wind turbines considering external opportunities – A case study', in Proceedings of 3rd International Conference on the Industry 4.0 Model for Advanced Manufacturing, Springer, pp. 211 - 226, http://dx.doi.org/10.1007/978-3-319-89563-5_16
Journal articles | 2026

Antoni J; Borghesani P; Smith WA; Randall RB; Peng Z, 2026, 'Optimality of the mean-square value, skewness, kurtosis, and synentropy for detection of weak additive fault signatures in (nearly) Gaussian noise', Mechanical Systems and Signal Processing, 245, http://dx.doi.org/10.1016/j.ymssp.2025.113828

Journal articles | 2025

Herwig N; Borghesani P; Smith W; Peng Z, 2025, 'Signal processing- and physics-informed neural network for explainable bearing condition monitoring', Mechanical Systems and Signal Processing, 235, http://dx.doi.org/10.1016/j.ymssp.2025.112925

Journal articles | 2025

Li W; Daman AAA; Smith W; Zhu H; Cui S; Borghesani P; Peng Z, 2025, 'Wear Performance and Wear Monitoring of Nylon Gears Made Using Conventional and Additive Manufacturing Techniques', Journal of Dynamics Monitoring and Diagnostics, 4, pp. 101 - 110, http://dx.doi.org/10.37965/jdmd.2025.758

Journal articles | 2025

Randall RB; Peng Z; Borghesani P; Smith WA, 2025, 'Synthesis of vibration analysis and tribology in machine health monitoring', Mechanical Systems and Signal Processing, 232, http://dx.doi.org/10.1016/j.ymssp.2025.112754

Journal articles | 2025

Truong-Ba H; Rebello S; Cholette ME; Reddy V; Borghesani P, 2025, 'Bayesian multivariate track geometry degradation modeling and its use in condition-based inspection', Railway Engineering Science, http://dx.doi.org/10.1007/s40534-025-00394-4

Journal articles | 2025

Truong‑Ba H; Rebello S; Cholette ME; Reddy V; Borghesani P, 2025, 'Publisher Correction: Bayesian multivariate track geometry degradation modeling and its use in condition-based inspection (Railway Engineering Science, (2025), 10.1007/s40534-025-00394-4)', Railway Engineering Science, http://dx.doi.org/10.1007/s40534-025-00421-4

Journal articles | 2025

Zhang Y; Daman AAA; He P; Li X; Borghesani P; Peng Z, 2025, 'Wear study of additively manufactured 316L stainless steel gears', Wear, 571, http://dx.doi.org/10.1016/j.wear.2025.205796

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, http://dx.doi.org/10.1016/j.ymssp.2024.111578

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, http://dx.doi.org/10.1016/j.ymssp.2024.111484

Journal articles | 2024

Zhang H; Chin ZY; Borghesani P; Pitt J; Cholette ME, 2024, 'Evaluation of onboard sensors for track geometry monitoring against conventional track recording measurements', Measurement Journal of the International Measurement Confederation, 229, http://dx.doi.org/10.1016/j.measurement.2024.114354

Journal articles | 2023

Borghesani P; Herwig N; Antoni J; Wang W, 2023, 'A Fourier-based explanation of 1D-CNNs for machine condition monitoring applications', Mechanical Systems and Signal Processing, 205, http://dx.doi.org/10.1016/j.ymssp.2023.110865

Journal articles | 2023

Chin ZY; Borghesani P; Smith WA; Randall RB; Peng Z, 2023, 'Monitoring gear wear with transmission error', Wear, 523, pp. 204803, http://dx.doi.org/10.1016/j.wear.2023.204803

Journal articles | 2023

Herwig N; Borghesani P, 2023, 'Explaining deep neural networks processing raw diagnostic signals', Mechanical Systems and Signal Processing, 200, http://dx.doi.org/10.1016/j.ymssp.2023.110584

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, http://dx.doi.org/10.1016/j.triboint.2023.108670

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, pp. 109714, http://dx.doi.org/10.1016/j.ymssp.2022.109714

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, http://dx.doi.org/10.1016/j.ymssp.2023.110129

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, pp. 204760, http://dx.doi.org/10.1016/j.wear.2023.204760

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, http://dx.doi.org/10.1016/j.ymssp.2022.109077

Journal articles | 2022

Chin ZY; Borghesani P; Mao Y; Smith WA; Randall RB, 2022, 'Use of transmission error for a quantitative estimation of root-crack severity in gears', Mechanical Systems and Signal Processing, 171, pp. 108957, http://dx.doi.org/10.1016/j.ymssp.2022.108957

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, pp. 108324, http://dx.doi.org/10.1016/j.ymssp.2021.108324

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, pp. 109313, http://dx.doi.org/10.1016/j.ymssp.2022.109313

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, http://dx.doi.org/10.1016/j.ymssp.2021.108752

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, http://dx.doi.org/10.1016/j.ymssp.2021.108466

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, http://dx.doi.org/10.1016/j.wear.2021.203724

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, http://dx.doi.org/10.1016/j.ymssp.2020.107070

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, http://dx.doi.org/10.1016/j.ymssp.2020.107258

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, http://dx.doi.org/10.1016/j.triboint.2021.107012

Journal articles | 2021

Jafari M; Verma P; Zare A; Borghesani P; Bodisco TA; Ristovski ZD; Brown RJ, 2021, 'In-cylinder pressure reconstruction by engine acoustic emission', Mechanical Systems and Signal Processing, 152, http://dx.doi.org/10.1016/j.ymssp.2020.107490

Journal articles | 2021

Truong-Ba H; Cholette ME; Borghesani P; Ma L; Kent G, 2021, 'Condition-based inspection policies for boiler heat exchangers', European Journal of Operational Research, 291, pp. 232 - 243, http://dx.doi.org/10.1016/j.ejor.2020.09.030

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, http://dx.doi.org/10.1016/j.ymssp.2020.107376

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, http://dx.doi.org/10.1016/j.triboint.2020.106280

Journal articles | 2020

Feng P; Borghesani P; Smith WA; Peng Z, 2020, 'Model-based surface roughness estimation using acoustic emission signals', Tribology International, 144, http://dx.doi.org/10.1016/j.triboint.2019.106101

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, http://dx.doi.org/10.1115/1.4044799

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, http://dx.doi.org/10.1016/j.mechmachtheory.2020.103824

Journal articles | 2020

Truong-Ba H; Borghesani P; Cholette ME; Ma L, 2020, 'Optimization of condition-based maintenance considering partial opportunities', Quality and Reliability Engineering International, 36, pp. 529 - 546, http://dx.doi.org/10.1002/qre.2585

Journal articles | 2019

Antoni J; Borghesani P, 2019, 'A statistical methodology for the design of condition indicators', Mechanical Systems and Signal Processing, 114, pp. 290 - 327, http://dx.doi.org/10.1016/j.ymssp.2018.05.012

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, http://dx.doi.org/10.1016/j.wear.2019.05.024

Journal articles | 2019

Cholette ME; Yu H; Borghesani P; Ma L; Kent G, 2019, 'Degradation modeling and condition-based maintenance of boiler heat exchangers using gamma processes', Reliability Engineering and System Safety, 183, pp. 184 - 196, http://dx.doi.org/10.1016/j.ress.2018.11.023

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, http://dx.doi.org/10.1016/j.wear.2019.01.017

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, http://dx.doi.org/10.1016/j.ymssp.2019.05.055

Journal articles | 2019

Jafari M; Verma P; Bodisco TA; Zare A; Surawski NC; Borghesani P; Stevanovic S; Guo Y; Alroe J; Osuagwu C; Milic A; Miljevic B; Ristovski ZD; Brown RJ, 2019, 'Multivariate analysis of performance and emission parameters in a diesel engine using biodiesel and oxygenated additive', Energy Conversion and Management, 201, http://dx.doi.org/10.1016/j.enconman.2019.112183

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, http://dx.doi.org/10.1016/j.ymssp.2019.03.024

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, http://dx.doi.org/10.1016/j.ymssp.2019.106303

Journal articles | 2018

Borghesani P; Antoni J, 2018, 'A faster algorithm for the calculation of the fast spectral correlation', Mechanical Systems and Signal Processing, 111, pp. 113 - 118, http://dx.doi.org/10.1016/j.ymssp.2018.03.059

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, http://dx.doi.org/10.1016/j.triboint.2018.06.032

Journal articles | 2018

Picotti G; Borghesani P; Cholette ME; Manzolini G, 2018, 'Soiling of solar collectors – Modelling approaches for airborne dust and its interactions with surfaces', Renewable and Sustainable Energy Reviews, 81, pp. 2343 - 2357, http://dx.doi.org/10.1016/j.rser.2017.06.043

Journal articles | 2018

Picotti G; Borghesani P; Manzolini G; Cholette ME; Wang R, 2018, 'Development and experimental validation of a physical model for the soiling of mirrors for CSP industry applications', Solar Energy, 173, pp. 1287 - 1305, http://dx.doi.org/10.1016/j.solener.2018.08.066

Journal articles | 2018

Shahriar MR; Borghesani P; Ledwich G; Tan ACC, 2018, 'Performance analysis of electrical signature analysis-based diagnostics using an electromechanical model of wind turbine', Renewable Energy, 116, pp. 15 - 41, http://dx.doi.org/10.1016/j.renene.2017.04.006

Journal articles | 2018

Shahriar MR; Borghesani P; Tan ACC, 2018, 'Electrical Signature Analysis-Based Detection of External Bearing Faults in Electromechanical Drivetrains', IEEE Transactions on Industrial Electronics, 65, pp. 5941 - 5950, http://dx.doi.org/10.1109/TIE.2017.2782240

Journal articles | 2018

Yu H; Borghesani P; Cholette ME; Kent GA; Ma L; Burke BJ, 2018, 'Development of condition-based maintenance for sugar mill assets', International Sugar Journal, 120

Journal articles | 2017

Borghesani P; Antoni J, 2017, 'CS2 analysis in presence of non-Gaussian background noise – Effect on traditional estimators and resilience of log-envelope indicators', Mechanical Systems and Signal Processing, 90, pp. 378 - 398, http://dx.doi.org/10.1016/j.ymssp.2016.12.033

Journal articles | 2017

Cholette ME; Borghesani P; Gialleonardo ED; Braghin F, 2017, 'Using support vector machines for the computationally efficient identification of acceptable design parameters in computer-aided engineering applications', Expert Systems with Applications, 81, pp. 39 - 52, http://dx.doi.org/10.1016/j.eswa.2017.03.050

Journal articles | 2017

Shahriar MR; Borghesani P; Randall RB; Tan ACC, 2017, 'An assessment of envelope-based demodulation in case of proximity of carrier and modulation frequencies', Mechanical Systems and Signal Processing, 96, pp. 176 - 200, http://dx.doi.org/10.1016/j.ymssp.2017.04.020

Journal articles | 2017

Truong Ba H; Cholette ME; Borghesani P; Zhou Y; Ma L, 2017, 'Opportunistic maintenance considering non-homogenous opportunity arrivals and stochastic opportunity durations', Reliability Engineering and System Safety, 160, pp. 151 - 161, http://dx.doi.org/10.1016/j.ress.2016.12.011

Journal articles | 2017

Truong Ba H; Cholette ME; Wang R; Borghesani P; Ma L; Steinberg TA, 2017, 'Optimal condition-based cleaning of solar power collectors', Solar Energy, 157, pp. 762 - 777, http://dx.doi.org/10.1016/j.solener.2017.08.076

Journal articles | 2016

Borghesani P; Shahriar MR, 2016, 'Cyclostationary analysis with logarithmic variance stabilisation', Mechanical Systems and Signal Processing, 70-71, pp. 51 - 72, http://dx.doi.org/10.1016/j.ymssp.2015.08.014

Journal articles | 2016

Chatterton S; Borghesani P; Pennacchi P; Vania A, 2016, 'Experimental evidences in the monitoring of rolling element bearings', Journal of Vibration Engineering and Technologies, 4, pp. 395 - 402

Journal articles | 2015

Argentini T; Belloli M; Borghesani P, 2015, 'A closed-form optimal tuning of mass dampers for one degree-of-freedom systems under rotating unbalance forcing', Journal of Vibration and Acoustics, 137, http://dx.doi.org/10.1115/1.4029576

Journal articles | 2015

Borghesani P, 2015, 'The envelope-based cyclic periodogram', Mechanical Systems and Signal Processing, 58, pp. 245 - 270, http://dx.doi.org/10.1016/j.ymssp.2014.11.009

Journal articles | 2015

Pennacchi P; Borghesani P; Chatterton S, 2015, 'A cyclostationary multi-domain analysis of fluid instability in Kaplan turbines', Mechanical Systems and Signal Processing, 60, pp. 375 - 390, http://dx.doi.org/10.1016/j.ymssp.2014.08.026

Journal articles | 2014

Borghesani P; Pennacchi P; Chatterton S; Ricci R, 2014, 'The velocity synchronous discrete Fourier transform for order tracking in the field of rotating machinery', Mechanical Systems and Signal Processing, 44, pp. 118 - 133, http://dx.doi.org/10.1016/j.ymssp.2013.03.026

Journal articles | 2014

Borghesani P; Pennacchi P; Chatterton S, 2014, 'The relationship between kurtosis- and envelope-based indexes for the diagnostic of rolling element bearings', Mechanical Systems and Signal Processing, 43, pp. 25 - 43, http://dx.doi.org/10.1016/j.ymssp.2013.10.007

Journal articles | 2013

Borghesani P; Pennacchi P; Randall RB; Sawalhi N; Ricci R, 2013, 'Application of cepstrum pre-whitening for the diagnosis of bearing faults under variable speed conditions', Mechanical Systems and Signal Processing, 36, pp. 370 - 384, http://dx.doi.org/10.1016/j.ymssp.2012.11.001

Journal articles | 2013

Borghesani P; Pennacchi P; Ricci R; Chatterton S, 2013, 'Testing second order cyclostationarity in the squared envelope spectrum of non-white vibration signals', Mechanical Systems and Signal Processing, 40, pp. 38 - 55, http://dx.doi.org/10.1016/j.ymssp.2013.05.012

Journal articles | 2013

Borghesani P; Ricci R; Chatterton S; Pennacchi P, 2013, 'A new procedure for using envelope analysis for rolling element bearing diagnostics in variable operating conditions', Mechanical Systems and Signal Processing, 38, pp. 23 - 35, http://dx.doi.org/10.1016/j.ymssp.2012.09.014

Journal articles | 2012

Borghesani P; Pennacchi P; Randall RB; Ricci R, 2012, 'Order tracking for discrete-random separation in variable speed conditions', Mechanical Systems and Signal Processing, 30, pp. 1 - 22, http://dx.doi.org/10.1016/j.ymssp.2012.01.015
Preprints | 2025

Truong-Ba H; Chin J; Cholette ME; Borghesani P, 2025, Sensor Fusion for Track Geometry Monitoring: Integrating On-Board Data and Degradation Models via Kalman Filtering, http://dx.doi.org/10.48550/arxiv.2506.08028

Conference Papers | 2024

Chin ZY; Cholette ME; Pitt J; Borghesani P, 2024, 'Estimating railway track geometry using onboard sensors', in 11th Australasian Congress on Applied Mechanics Acam 2024, pp. 252 - 261

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

Herwig N; Borghesani P; Wang W; Antoni J, 2024, 'Neural networks for periodic signals in time and frequency domains – The advantage of a Spectral Stride CNN', in European Signal Processing Conference, pp. 1107 - 1111, http://dx.doi.org/10.23919/eusipco63174.2024.10715345

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 | 2024

Smith WA; Borghesani P; Randall RB; Antoni J; El Badaoui M; Peng Z, 2024, 'Bearing diagnostics in high speed applications', in Proceedings of ISMA 2024 International Conference on Noise and Vibration Engineering and Usd 2024 International Conference on Uncertainty in Structural Dynamics, pp. 456 - 470

Preprints | 2023

Truong-Ba H; Rebello S; Cholette ME; Reddy V; Borghesani P, 2023, Track Geometry Degradation Modelling Considering Multiple Indicators, , http://dx.doi.org/10.48550/arxiv.2308.14240

Preprints | 2023

Zhang H; Chin ZY; Borghesani P; Pitt J; Cholette ME, 2023, Evaluation of onboard sensors for track geometry monitoring against conventional track recording measurements, http://dx.doi.org/10.48550/arxiv.2309.00270

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 | 2020

Antoni J; Gryllias K; Borghesani P, 2020, 'Theoretical foundations of angle-time cyclostationarity', in Proceedings of ISMA 2020 International Conference on Noise and Vibration Engineering and Usd 2020 International Conference on Uncertainty in Structural Dynamics, pp. 609 - 619

Conference Papers | 2020

Chen Y; Feng K; Randall RB; Borghesani P; Zuo MJ, 2020, 'Use of Autoregressive Conditional Heteroskedasticity Model to Assess Gear Tooth Surface Roughness', in 2020 Asia Pacific International Symposium on Advanced Reliability and Maintenance Modeling Aparm 2020, http://dx.doi.org/10.1109/APARM49247.2020.9209389

Conference Papers | 2019

Cholette ME; Kent GA; Yu H; Wang R; Borghesani P; Ma L, 2019, 'A systematic approach to prioritising capital replacements', in 41st Annual Conference - Australian Society of Sugar Cane Technologists 2019, Toowoomba, Australia, pp. 29 - 39, presented at ASSCT 2019, Toowoomba, Australia, 30 April 2019 - 03 May 2019

Conference Papers | 2019

Picotti G; Binotti M; Cholette ME; Borghesani P; Manzolini G; Steinberg T, 2019, 'Modelling the soiling of heliostats: Assessment of the optical efficiency and impact of cleaning operations', in Aip Conference Proceedings, http://dx.doi.org/10.1063/1.5117555

Conference Papers | 2019

Wang R; Borghesani P; Cholette ME; Duck B; Ma L; Steinberg TA, 2019, 'In-situ reflectivity monitoring of heliostats using calibration cameras', in Aip Conference Proceedings, http://dx.doi.org/10.1063/1.5117574

Conference Papers | 2018

Antoni J; Borghesani P; Kass S; Raad A; Gryllias K, 2018, 'Methodologies for designing new condition indicators', in Proceedings of ISMA 2018 International Conference on Noise and Vibration Engineering and Usd 2018 International Conference on Uncertainty in Structural Dynamics, pp. 883 - 890

Conference Papers | 2018

Jafari M; Borghesani P; Verma P; Eslaminejad A; Ristovski Z; Brown R, 2018, 'Detection of misfire in a six-cylinder diesel engine using acoustic emission signals', in ASME International Mechanical Engineering Congress and Exposition Proceedings Imece, http://dx.doi.org/10.1115/IMECE2018-86506

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, http://dx.doi.org/10.1007/978-3-319-95711-1_12

Conference Papers | 2017

Ishrat T; Ledwich G; Vilathgamuwa M; Borghesani P, 2017, 'Identification scheme of maximum traction force using recursive least square for traction control in electric locomotives', in Proceedings of the International Conference on Power Electronics and Drive Systems, pp. 1120 - 1125, http://dx.doi.org/10.1109/PEDS.2017.8289141

Conference Papers | 2017

Yu H; Borghesani P; Cholette ME; Kent GA; Ma L; Burke BJ, 2017, 'Development of condition-based maintenance for sugar mill assets', in 39th Conference of the Australian Society of Sugar Cane Technologists, ASSCT 2017, pp. 568 - 576

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, http://dx.doi.org/10.1007/978-3-319-95711-1_75

Conference Papers | 2016

Ba HT; Cholette ME; Borghesani P; Ma L, 2016, 'A quantitative study on the impact of opportunistic maintenance in the presence of time-varying costs', in IEEE International Conference on Industrial Engineering and Engineering Management, pp. 1360 - 1364, http://dx.doi.org/10.1109/IEEM.2016.7798100

Conference Papers | 2016

Ishrat T; Ledwich G; Vilathgamuwa M; Borghesani P, 2016, 'Wheel slip control based on traction force estimaton of electric locomotives', in 2016 Australasian Universities Power Engineering Conference (AUPEC), IEEE, pp. 1 - 6, presented at 2016 Australasian Universities Power Engineering Conference (AUPEC), 25 September 2016 - 28 September 2016, http://dx.doi.org/10.1109/aupec.2016.7749331

Conference Papers | 2016

Ishrat T; Ledwich G; Vilathgamuwa M; Borghesani P, 2016, 'Wheel slip control based on traction force estimaton of electric locomotives', in Proceedings of the 2016 Australasian Universities Power Engineering Conference, AUPEC 2016, http://dx.doi.org/10.1109/AUPEC.2016.07749331

Conference Papers | 2016

O'Shea A; Borghesani P, 2016, 'Design and numerical analysis of a test-rig for the study of pipe-leak generated acoustic emissions', in 2nd Australasian Acoustical Societies Conference, ACOUSTICS 2016, pp. 381 - 389

Conference Papers | 2016

Pennetta S; Yu S; Borghesani P; Cholette M; Barry J; Guan Z, 2016, 'An investigation on factors influencing dust accumulation on CSP mirrors', in Aip Conference Proceedings, http://dx.doi.org/10.1063/1.4949171

Conference Papers | 2016

Shahriar MR; Borghesani P; Tan ACC, 2016, 'Comparison of the sensitivity of different sensor technologies to imbalance severity in low speed wind turbines', pp. 563 - 571, http://dx.doi.org/10.1007/978-3-319-27064-7_56

Conference Papers | 2015

Borghesani P; Argentini T; Belloli M; Robustelli FC, 2015, 'Dynamic absorbers for rotating machinery', in Mechanisms and Machine Science, pp. 1703 - 1714, http://dx.doi.org/10.1007/978-3-319-06590-8_140

Conference Papers | 2015

Chatterton S; Borghesani P; Pennacchi P; Vania A, 2015, 'Monitoring of the damage in rolling element bearings', in Mechanisms and Machine Science, pp. 977 - 986, http://dx.doi.org/10.1007/978-3-319-09918-7_86

Conference Papers | 2015

Chatterton S; Pennacchi P; Vania A; Borghesani P, 2015, 'A novel procedure for the selection of the frequency band in the envelope analysis for rolling element bearing diagnostics', in Mechanisms and Machine Science, pp. 421 - 430, http://dx.doi.org/10.1007/978-3-319-06590-8_33

Conference Papers | 2015

Chatterton S; Pennacchi P; Vania A; Borghesani P, 2015, 'Architecture of the monitoring system for the traction system bearings of a regional locomotive', in Mechanisms and Machine Science, pp. 455 - 464, http://dx.doi.org/10.1007/978-3-319-06590-8_36

Conference Papers | 2015

Chatterton S; Pennacchi P; Vania A; Borghesani P, 2015, 'Tracking the damage level in rolling element bearings', in Mechanisms and Machine Science, pp. 399 - 407, http://dx.doi.org/10.1007/978-3-319-06590-8_31

Conference Papers | 2015

Chatterton S; Pennacchi P; Vania A; Borghesani P, 2015, 'Use of chaos in the diagnostics of rolling element bearings', in Mechanisms and Machine Science, pp. 485 - 495, http://dx.doi.org/10.1007/978-3-319-06590-8_39

Conference Papers | 2015

Scali V; Borghesani P; Braghin F; Cheli F; Sabbioni E; Marrafuschi D, 2015, 'POLYNOMIAL TYRE MODEL BASED ON MIMO CORRELATION ANALYSIS AND COHERENT OUTPUT INDEX OF RACECAR TELEMETRY DATA', in Gruber P; Sharp RS (ed.), PROCEEDINGS OF THE 4TH INTERNATIONAL TYRE COLLOQUIUM: TYRE MODELS FOR VEHICLE DYNAMICS ANALYSIS, UNIV SURREY, ENGLAND, Univ Surrey, Guildford, pp. 197 - 207, presented at 4th International Tyre Colloquium - Tyre Models for Vehicle Dynamics Analysis, ENGLAND, Univ Surrey, Guildford, 20 April 2015 - 21 April 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000375226400024&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Conference Papers | 2015

Shahriar MR; Borghesani P; Tan ACC, 2015, 'Speed-based diagnostics of aerodynamic and mass imbalance in large wind turbines', in IEEE ASME International Conference on Advanced Intelligent Mechatronics AIM, pp. 796 - 801, http://dx.doi.org/10.1109/AIM.2015.7222635

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, https://www.acoustics.asn.au/conference_proceedings/AAS2015/papers/p88.pdf

Conference Papers | 2014

Borghesani P; Chatterton S; Pennacchi P; Vania A, 2014, 'A novel threshold for the diagnostics of rolling element bearings', in Proceedings of the ASME Design Engineering Technical Conference, http://dx.doi.org/10.1115/DETC2014-35362

Conference Papers | 2014

Borghesani P; Ricci R; Chatterton S; Pennacchi P, 2014, 'Diagnostic of rolling element bearings with envelope analysis in non-stationary conditions', pp. 127 - 135, http://dx.doi.org/10.1007/978-3-642-39348-8_10

Conference Papers | 2014

Chatterton S; Borghesani P; Pennacchi P; Vania A, 2014, 'On-line tracking and monitoring of rolling element bearing faults', in Proceedings of the ASME Design Engineering Technical Conference, http://dx.doi.org/10.1115/DETC2014-35094

Conference Papers | 2014

Chatterton S; Borghesani P; Pennacchi P; Vania A, 2014, 'Optimal frequency band selection for the square envelope spectrum in the diagnostics of rolling element bearings', in Proceedings of the ASME Design Engineering Technical Conference, http://dx.doi.org/10.1115/DETC2014-35088

Conference Papers | 2014

Chatterton S; Ricci R; Pennacchi P; Borghesani P, 2014, 'Signal processing diagnostic tool for rolling element bearings using EMD and MED', pp. 379 - 388, http://dx.doi.org/10.1007/978-3-642-39348-8_32

Conference Papers | 2014

Pennacchi P; Borghesani P; Chatterton S; Gultekin C, 2014, 'Condition monitoring and diagnostics of wind turbines: A survey', in Proceedings of the ASME Design Engineering Technical Conference, http://dx.doi.org/10.1115/DETC2014-35352

Conference Papers | 2013

Chatterton S; Pennacchi P; Ricci R; Borghesani P; Vania A, 2013, 'Development of a new signal processing diagnostic tool for vibration signals acquired in transient conditions', in Chemical Engineering Transactions, pp. 61 - 66, http://dx.doi.org/10.3303/CET1333011

Conference Papers | 2013

Chatterton S; Pennacchi P; Ricci R; Borghesani P, 2013, 'Diagnostics of rolling element bearings for the traction system of high speed trains: Experimental evidences', in Proceedings of the ASME Design Engineering Technical Conference, http://dx.doi.org/10.1115/DETC2013-13095

Conference Papers | 2013

Pennacchi P; Borghesani P; Chatterton S; Vaniaa A, 2013, 'Modeling electrical pitting on tilting-pad thrust bearings', in 5th World Tribology Congress, WTC 2013, pp. 3516 - 3519

Conference Papers | 2013

Pennacchi P; Chatterton S; Vania A; Ricci R; Borghesani P, 2013, 'Experimental evidences in bearing diagnostics for traction system of high speed trains', in Chemical Engineering Transactions, pp. 739 - 744, http://dx.doi.org/10.3303/CET1333124

Conference Papers | 2013

Pennacchi P; Vania A; Chatterton S; Nistor I; Voinis P; Ricci R; Borghesani P, 2013, 'Unbalance identification in large steam turbo-generator unit using a model-based method', in Proceedings of the ASME Design Engineering Technical Conference, http://dx.doi.org/10.1115/DETC2013-13238

Conference Papers | 2012

Borghesani P; Ricci R; Chatterton S; Pennacchi P, 2012, 'Fault symptoms of rolling element bearings under variable operating conditions: A multi domain analysis', in Proceedings of the ASME Design Engineering Technical Conference, pp. 177 - 183, http://dx.doi.org/10.1115/DETC2012-70948

Conference Papers | 2012

Pennacchi P; Borghesani P; Chatterton S; Vania A, 2012, 'Hydraulic instability onset detection in Kaplan turbines by monitoring shaft vibrations', in Proceedings of the ASME Design Engineering Technical Conference, pp. 715 - 722, http://dx.doi.org/10.1115/DETC2012-70963

Conference Papers | 2012

Pennacchi P; Ricci R; Chatterton S; Borghesani P; Vania A; DâTMAntona G; Pensieri C; Rolla C, 2012, 'Dynamic effects of electrical pitting in steam-turbine tilting-pad thrust-bearings', in Proceedings of the ASME Design Engineering Technical Conference, pp. 731 - 738, http://dx.doi.org/10.1115/DETC2012-71132

Conference Papers | 2012

Ricci R; Borghesani P; Chatterton S; Pennacchi P, 2012, 'The combination of empirical mode decomposition and minimum entropy deconvolution for roller bearing diagnostics in non-stationary operation', in Proceedings of the ASME Design Engineering Technical Conference, pp. 723 - 730, http://dx.doi.org/10.1115/DETC2012-71012

Conference Papers | 2011

Belloli M; Borghesani P; Rocchi D; Rosa L; Sbrosi M; Villani M, 2011, 'FRC erection stages dynamic behaviour under wind loads', in Proceedings of the 8th International Conference on Structural Dynamics, EURODYN 2011, pp. 1372 - 1379

Conference Papers | 2011

Pennacchi P; Borghesani P; Chatterton S; Ricci R, 2011, 'Bearing fault diagnostics using the spectral pattern recognition', in Springer Proceedings in Physics, pp. 643 - 648, http://dx.doi.org/10.1007/978-94-007-2069-5_86

Conference Papers | 2011

Pennacchi P; Borghesani P; Chatterton S; Ricci R, 2011, 'Tuning Second Order Cyclostationarity Parameters for the Diagnostics of Rolling Element Bearings', in Segla S; Tuma J; Petrikova I; Pesek L; Zapomel J; Kruisova A; Gendelman O; Berezovski A (eds.), VIBRATION PROBLEMS, ICOVP 2011, SUPPLEMENT, TECHNICAL UNIVERSITY LIBEREC, CZECH REPUBLIC, Prague, pp. 453 - 458, presented at 10th Biennial International Conference on Vibration Problems (ICOVP), CZECH REPUBLIC, Prague, 05 September 2011 - 08 September 2011, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000393361600070&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Conference Papers | 2011

Pennacchi P; Ricci R; Chatterton S; Borghesani P, 2011, 'Effectiveness of MED for fault diagnosis in roller bearings', in Springer Proceedings in Physics, pp. 637 - 642, http://dx.doi.org/10.1007/978-94-007-2069-5_85

Conference Papers | 2010

Pennacchi P; Bruni S; Chatterton S; Ricci R; Borghesani P; Gherardi F; Marinis D; Didonato A; Unger-Weber F, 2010, 'DESIGN OF A TEST-RIG FOR TRACTION EQUIPMENT OF VERY HIGH SPEED TRAINS', in 8TH IFTOMM INTERNATIONAL CONFERENCE ON ROTOR DYNAMICS (IFTOMM ROTORDYNAMICS 2010), KOREAN SOC MECHANICAL ENGINEERS-KSME, SOUTH KOREA, Korean Soc Mech Engineers, Seoul, pp. 882 - 889, presented at 8th IFToMM International Conference on Rotor Dynamics (IFToMM Rotordynamics), SOUTH KOREA, Korean Soc Mech Engineers, Seoul, 12 September 2010 - 15 September 2010, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000399728500123&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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Associate Professor Pietro Borghesani