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Multi-signal Motor Signature (PhD studentship)

Funder: Voltvision
Duration: July 2021 - June 2024

People

Name Telephone Email Office
Professor Tatiana Kalganova Professor Tatiana Kalganova
Professor
T: +44 (0)1895 266752
E: tatiana.kalganova@brunel.ac.uk
+44 (0)1895 266752 tatiana.kalganova@brunel.ac.uk Howell Building 202

Outputs

Kalganova, T., Sternharz, G. and Elhalwagy, A. (2022) 'Data-Efficient Estimation of Remaining Useful Life for Machinery with a Limited Number of Run-to-Failure Training Sequences'. IEEE Access, 10. pp. 129443 - 129464. ISSN: 2169-3536 Open Access Link

Journal article

Elhalwagy, A. and Kalganova, T. (2022) 'Multi-Channel LSTM-Capsule Autoencoder Network for Anomaly Detection on Multivariate Data'. Applied Sciences, 12 (22). pp. 1 - 26.Open Access Link

Journal article