By Associate Professor Pietro Borghesani

Journal articles

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Conference Papers

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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