By Associate Professor Pietro Borghesani

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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