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Collaborations and top research areas from the last five years
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Anomaly detection of gear wear: introducing a novel health indicator through experimentation and physical investigation
Bachar, L., Matania, O., Cohen, R. & Bortman, J., 1 Mar 2026, In: Structural Health Monitoring. 25, 2, p. 1409-1423 15 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Dynamics-based condition indicators for defective rolling elements in ball bearings: a multi-sensorial endurance test and simulation analysis
Talan, A., Schwarcz, O., Bublil, T., Shoham, S., Dolev, E., Maimon, Y. & Bortman, J., 1 Aug 2026, In: Engineering Failure Analysis. 193, 110879.Research output: Contribution to journal › Article › peer-review
Open Access -
Advancing rolling bearing RUL estimation with a physically grounded holistic approach
Talan, A., Ohana, R., Matania, O. & Bortman, J., 1 Jan 2025, 21st International Conference on Condition Monitoring and Asset Management, CM 2025. British Institute of Non-Destructive Testing, (21st International Conference on Condition Monitoring and Asset Management, CM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A new holistic approach to investigating and estimating rolling bearing RUL based on physical grounds
Ohana, R., Matania, O., Talan, A., Klein, R. & Bortman, J., 1 Jan 2025, (Accepted/In press) In: Structural Health Monitoring.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Enhanced fault diagnosis of helical gears: advanced dynamic modeling and novel health indicators for early detection of tooth breakage
Cohen, R., Bachar, L., Matania, O. & Bortman, J., 1 Jan 2025, (Accepted/In press) In: Structural Health Monitoring.Research output: Contribution to journal › Article › peer-review
Open Access -
Experimental study on condition indicators for severity estimation of growing spalls in bearings
Bublil, T., Taal, C., Maljaars, B., Matania, O., Klein, R. & Bortman, J., 1 Aug 2025, In: Mechanical Systems and Signal Processing. 236, 113019.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Few-shot learning for estimating gear wear severity towards digital twinning
Cohen, R., Bachar, L., Matania, O. & Bortman, J., 15 Mar 2025, In: Engineering Failure Analysis. 170, 109330.Research output: Contribution to journal › Article › peer-review
Open Access15 Scopus citations -
Machine Health Indicators and Digital Twins
Bublil, T., Cohen, R., Kenett, R. S. & Bortman, J., 1 Apr 2025, In: Sensors. 25, 7, 2246.Research output: Contribution to journal › Article › peer-review
Open Access14 Scopus citations -
Novel approaches of synchronous averaging of gear and bearing vibrations
Matania, O., Cohen, R., Bachar, L., Bechhoefer, E. & Bortman, J., 1 Jan 2025, (Accepted/In press) In: Structural Health Monitoring. 14759217251350962.Research output: Contribution to journal › Article › peer-review
Open Access -
Transfer learning for fault classification in heavy rotating machines
Greenberg, G., Cohen, R., Matania, O., Shoham, S., Dattner, I. & Bortman, J., 1 Jan 2025, 21st International Conference on Condition Monitoring and Asset Management, CM 2025. British Institute of Non-Destructive Testing, (21st International Conference on Condition Monitoring and Asset Management, CM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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Data on Sensor Research Published by Researchers at Ben-Gurion University of the Negev (Machine Health Indicators and Digital Twins)
Bortman, J., Cohen, R. I. & Bublil, T.
25/04/25
1 item of Media coverage
Press/Media
Projects
- 1 Finished
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Investigate the Spall Propagation Mechanisms in Bearings Under Combined Loading for Improved Prognostic Health Monitoring
Bortman, J. (PI)
1/01/21 → 31/12/24
Project: Research