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Results for fault diagnosis

Publications & Outputs

  1. Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks

    Zhou, H., Chen, W., Cheng, L., Liu, J. & Xia, M., 30/11/2023, In: IEEE Transactions on Industrial Informatics. 19, 11, p. 10842-10852 11 p., 11.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Reliable and Intelligent Fault Diagnosis with Evidential VGG Neural Networks

    Zhou, H., Chen, W., Cheng, L., Williams, D., De Silva, C. W. & Xia, M., 7/03/2023, In: IEEE Transactions on Instrumentation and Measurement. 72, p. 1-12 12 p., 3508612.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Stray Flux-Based Rotation Angle Measurement for Bearing Fault Diagnosis in Variable-Speed BLDC Motors

    Wang, X., Lu, S., Cao, W., Xia, M., Chen, K., Ding, J. & Zhang, S., 31/12/2021, In: IEEE Transactions on Energy Conversion. 36, 4, p. 3156-3166 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Real-time Defect Detection of Die Cast Rotor in Induction Motor Based on Circular Flux Sensing Coils

    Zhu, Q., Wang, X., Wang, H., Xia, M., Lu, S., Liu, B., Li, G. & Cao, W., 20/12/2021, (E-pub ahead of print) In: IEEE Transactions on Industrial Informatics.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Fault Diagnosis for Rotating Machinery Using Multiple Sensors and Convolutional Neural Networks

    Xia, M., Li, T., Xu, L., Liu, L. & De Silva, C. W., 1/02/2018, In: IEEE/ASME Transactions on Mechatronics. 23, 1, p. 101-110 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Fault diagnosis in multi-machine power systems using the Derivative-free nonlinear Kalman Filter

    Rigatos, G., Siano, P., Wira, P. & Ma, X., 13/06/2016, Environmental, Energy, and Structural Monitoring Systems (EESMS), 2016 IEEE Workshop on. IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Understanding the ageing process, recovering phase and fault diagnosis of electrochemical double layer capacitors

    Torregrossa, D., Toghill, K. E., Girault, H. H. & Paolone, M., 19/02/2015, 2014 IEEE Conference on Technologies for Sustainability, SusTech 2014. Institute of Electrical and Electronics Engineers Inc., p. 239-244 6 p. 7046250

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. An approach for bearing fault diagnosis based on PCA and multiple classifier fusion

    Xia, M., Kong, F. & Hu, F., 24/10/2011, Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011. IEEE, p. 321-325 5 p. 6030215. (Proceedings - 2011 6th IEEE Joint International Information Technology and Artificial Intelligence Conference, ITAIC 2011; vol. 1).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review