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Robert Sean Dwyer-Joyce

University of Sheffield

SCHOLARLY PAPERS

6

DOWNLOADS

189

TOTAL CITATIONS

0

Scholarly Papers (6)

The Early-state Wear Detection Combining Active Ultrasound and One-dimensional Convolutional Neural Network

Number of pages: 23 Posted: 04 Sep 2025
Liqun Wu, Xianyuan Liu, Ion Palamarciuc, Rizwan Bajwa, Yi Zhang and Robert Sean Dwyer-Joyce
University of Sheffield, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Sheffield
Downloads 31 (1,371,100)

Abstract:

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Ultrasound wear measurement, One-dimensional Convolutional Neural Network, Early-state wear, Journal bearing coating

The Early-state Wear Detection Combining Active Ultrasound and One-dimensional Convolutional Neural Network

Number of pages: 23 Posted: 24 Oct 2025
Liqun Wu, Xianyuan Liu, Ion Palamarciuc, Rizwan Bajwa, Yi Zhang and Robert Sean Dwyer-Joyce
University of Sheffield, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Sheffield
Downloads 24 (1,500,232)

Abstract:

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Ultrasound wear measurement, One-dimensional Convolutional Neural Network, Early-state wear, Journal bearing coating

2.

Acoustic Estimation of Lithium-Ion Batteries: Regression Modelling of Li-ion Battery State-of-Charge and Temperature

Number of pages: 26 Posted: 18 Nov 2025
Daniel Williams, Robert A. Milton, Robert Sean Dwyer-Joyce and Solomon Brown
University of Sheffield, University of Sheffield - Department of Chemical and Biological Engineering, University of Sheffield and University of Sheffield - Department of Chemical and Biological Engineering
Downloads 48 (1,097,529)

Abstract:

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machine learning, ultrasound, Lithium-ion battery, monitoring, regression modelling

3.

The Recognition of Bearing Shell Surface Indentation and Wear Using One-Dimensional Convolutional Neural Network and Active Ultrasound Stimulation

Number of pages: 16 Posted: 21 Nov 2024
Liqun Wu, Xianyuan Liu, Ion Palamarciuc, Rizwan Bajwa, Yi Zhang and Robert Sean Dwyer-Joyce
University of Sheffield, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Sheffield
Downloads 38 (1,222,651)

Abstract:

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One-dimensional Convolutional Neural Network, Ultrasound Measurement, Surface Damage Diagnosis, Bearing Coating Material

4.

An In-Situ Wear Measurement Approach for Thin Metallic Bearing Coatings Using High Frequency Ultrasound

Number of pages: 15 Posted: 14 Jul 2024
Liqun Wu, Ion Palamarciuc, Rizwan Bajwa, Yi Zhang and Robert Sean Dwyer-Joyce
University of Sheffield, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Sheffield
Downloads 19 (1,459,862)

Abstract:

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Ultrasound Measurement, In-situ Wear Measurement, Plain Bearings

5.

The Wear Measurement in Bearing Coatings that are Poor Reflectors Using Ultrasound Analytical Signals

Number of pages: 18 Posted: 24 Oct 2024
Liqun Wu, Ion Palamarciuc, Rizwan Bajwa, Yi Zhang and Robert Sean Dwyer-Joyce
University of Sheffield, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Sheffield
Downloads 15 (1,500,778)

Abstract:

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In-situ Wear Measurement, Ultrasound Testing, Analytical Signal, Bronze Alloy Coatings, Low-reflection Interface

6.

Ultrasonic Resonance Approach to Measure Rolling Element Bearing Raceway Films In-Situ: A Practical Approach

Number of pages: 51 Posted: 21 Dec 2024
William Gray and Robert Sean Dwyer-Joyce
affiliation not provided to SSRN and University of Sheffield
Downloads 14 (1,518,554)

Abstract:

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Oil lubrication, Bearing, Starvation, In-situ measurement