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. Cross-Domain Augmentation Diagnosis: An Adversarial Domain-Augmented Generalization Method for Fault Diagnosis under Unseen Working Conditions

   Li, Q., Chen, L., Kong, L., Wang, D., Xia, M. & Shen, C., 30/06/2023, In: Reliability Engineering and System Safety. 234, 13 p., 109171.

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

3. 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

4. Adversarial domain-invariant generalization: a generic domain-regressive framework for bearing fault diagnosis under unseen conditions

   Chen, L., Li, Q., Shen, C., Zhu, J., Wang, D. & Xia, M., 31/03/2022, In: IEEE Transactions on Industrial Informatics. 18, 3, p. 1790-1800 11 p.

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

5. 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

6. Intelligent fault diagnosis of machinery using digital twin-assisted deep transfer learning

   Xia, M., Shao, H., Williams, D., Lu, S., Shu, L. & de Silva, C. W., 30/11/2021, In: Reliability Engineering and System Safety. 215, 9 p., 107938.

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

7. Fault diagnosis of a rotor-bearing system under variable rotating speeds using two-stage parameter transfer and infrared thermal images

   Shao, H., Li, W., Xia, M., Zhang, Y., Shen, C., Williams, D., Kennedy, A. & De Silva, C. W., 10/09/2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 11 p.

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

8. Efficient Data Reduction at the Edge of Industrial Internet of Things for PMSM Bearing Fault Diagnosis

   Wang, X., Lu, S., Huang, W., Wanga, Q., Zhang, S. & Xia, M., 1/03/2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 12 p., 3508612.

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

9. Multi-scale deep intra-class transfer learning for bearing fault diagnosis

   Wang, X., Shen, C., Xia, M., Wang, D., Zhu, J. & Zhu, Z., 1/10/2020, In: Reliability Engineering and System Safety. 202, 15 p., 107050.

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

10. An overview on fault diagnosis and nature-inspired optimal control of industrial process applications

    Precup, R-E., Angelov, P., Jales Costa, B. S. & Sayed-Mouchaweh, M., 12/2015, In: Computers in Industry. 74, p. 75-94 20 p.

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

11. Macroscopic indicators of fault diagnosis and ageing in electrochemical double layer capacitors

    Torregrossa, D., Toghill, K. E., Amstutz, V., Girault, H. H. & Paolone, M., 08/2015, In: Journal of Energy Storage. 2, p. 8-24 17 p.

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

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