KIEE - The Transactions of the Korean Institute of Electrical Engineers

1

Gaona-C´ardenas. L.-F, V´azquez-Nava. N, Ru´ız-Mart´ınez. O.-F, Espinosa-Calder´on. A, Barranco-Guti´errez. A.-I and Rodr´ıguez-Licea. M.-A, “An Overview on Fault Management for Electric Vehicle Onboard Chargers,” Electronics 2022, 11, 1107, 2022. DOI:10.3390/electronics11071107

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Pham. T. T. L., Richardeau. F. and Gateau. G., “Diagnosis strategies and reconfiguration of a 5-level double-boost PFC with fault-tolerant capability,” IEEE International Symposium on Industrial Electronics, pp. 1857-1862, 2011. DOI:10.1109/ISIE.2011.5984440

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Li, G., Yang, D., Zhou, B., Liu, Y. F. and Zhang, H. “A topology-reconfigurable fault-tolerant two-and-single stage AC–DC converter for high reliability applications,” IEEE Transactions on Industrial Electronics, vol. 70, no. 4, pp. 3708-3716, 2022. DOI:10.1109/TIE.2022.3174236

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Liu, C., Yang, Z., Xiang, G. and Yu, Y. “A statistical feature-based anomaly detection method for pfc using canonical correlation analysis,” IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-11, 2022. DOI:10.1109/TIM.2022.3210944

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Hu, K., Meng, X., Liu, Z., Xu, J., Lin, G. and Tong, L. “Flux-based open-switch fault diagnosis and fault tolerance for IM drives with predictive torque/flux control,” IEEE Transactions on Transportation Electrification, vol. 8, no. 4, pp. 4595-4606, 2022. DOI:10.1109/TTE.2022.3161988

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Liao, J., Qin, Z., Purgat, P., Zhou, N., Wang, Q. and Bauer, P., “Fault protection and coordinated controls of power flow controller in a flexible DC grid,” In 2021 IEEE 19th International Power Electronics and Motion Control Conference (PEMC), pp. 893-898, 2021. DOI:10.1109/PEMC48073.2021.9432559

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Kherif, O., Benmahamed, Y., Teguar, M., Boubakeur, A. and Ghoneim, S. S., “Accuracy improvement of power transformer faults diagnostic using KNN classifier with decision tree principle,” IEEE Access, vol. 9, pp. 81693-81701, 2021. DOI: 10.1109/ACCESS.2021.3086135

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Haeri, H., Sarfarazi, V. and Fatehi Marji, M. “Numerical simulation of the interaction between normal fault and bedding planes using PFC,” Iranian Journal of Science and Technology, Transactions of Civil Engineering, vol. 45, pp. 573-588, 2021. DOI:10.1007/s40996-020-00558-8

9

Kyeong-Yeong Lee, Se-Heon Lim, Tae-Geun Kim, Kyung-Min Song and Sung-Guk Yoon, “GAN-Based Data Augmentation Technique for Various Transmission Line Fault Data,” The Transactions of the Korean Institute of Electrical Engineers, vol. 73, no. 8, pp.1318-1326, 2024. DOI:10.5370/KIEE.2024.73.8.1318

10

Luo, W., Yang, W., He, J., Huang, H., Chi, H., Wu, J. and Shen, Y. “Fault diagnosis method based on two-stage GAN for data imbalance,” IEEE Sensors Journal, vol. 22, Issue 22, pp. 21961-21973, 2022. DOI:10.1109/JSEN.2022.3211021

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Ren, Z., Zhu, Y., Liu, Z. and Feng, K. “Few-shot GAN: Improving the performance of intelligent fault diagnosis in severe data imbalance,” IEEE Transactions on instrumentation and measurement, vol. 72, pp. 1-14, 2023. DOI:10.1109/TIM.2023.3271746

12

Yang, J., Liu, J., Xie, J., Wang, C. and Ding, T., “Conditional GAN and 2-D CNN for bearing fault diagnosis with small samples,” IEEE Transactions on Instrumentation and Measurement, vol. 70, pp. 1-12, 2021. DOI:10.1109/TIM.2021.3119135

13

Li, W., Liu, D., Li, Y., Hou, M., Liu, J., Zhao, Z. and Deng, W. “Fault diagnosis using variational autoencoder GAN and focal loss CNN under unbalanced data,” Structural Health Monitoring, vol. 24, Issue 3, 2024. DOI:10.1177/14759217241254121

14

Gao, H., Zhang, X., Gao, X., Li, F. and Han, H. “ICoT-GAN: Integrated convolutional transformer GAN for rolling bearings fault diagnosis under limited data condition,” IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-14, 2023. DOI:10.1109/TIM.2023.3271729

15

Du, Z., Chen, K., Chen, S., He, J., Zhu, X. and Jin, X. “Deep learning GAN-based data generation and fault diagnosis in the data center HVAC system,” Energy and Buildings, vol. 289, 113072, 2023. DOI:10.1016/j.enbuild.2023.113072

16

Liu, J., Zhang, C. and Jiang, X. “Imbalanced fault diagnosis of rolling bearing using improved MsR-GAN and feature enhancement-driven CapsNet,” Mechanical Systems and Signal Processing, vol. 168, 108664, 2022. DOI:10.1016/j.ymssp.2021.108664

17

Goodfellow. I, Pouget-Abadie. J, Mirza. M, Xu. B, Warde-Farley. D, Ozair. S, Aaron. C and Bengio, Y., “Generative adversarial nets,” Advances in neural information processing systems, vol. 27, 2014. DOI:10.48550/arXiv.1406.2661

18

Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser and Illia Polosukhin, “Attention Is All You Need,” Advances in neural information processing systems, vol. 30, 2017. DOI:10.48550/arXiv.1706.03762

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Li, W., Chen, J., Wang, Z., Shen, Z., Ma, C. and Cui, X., “Ifl-gan: Improved federated learning generative adversarial network with maximum mean discrepancy model aggregation,” IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 12, pp. 10502-10515, 2022. DOI:10.1109/TNNLS.2022.3167482

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Pradipta, G. A., Wardoyo, R., Musdholifah, A., Sanjaya, I. N. H. and Ismail, M., “SMOTE for handling imbalanced data problem: A review,” Sixth international conference on informatics and computing (ICIC), IEEE, pp. 1-8, 2021. DOI:10.1109/ICIC54025.2021.9632912

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Kazemnejad, A., Padhi, I., Natesan Ramamurthy, K., Das, P. and Reddy, S., “The impact of positional encoding on length generalization in transformers,” Advances in Neural Information Processing Systems, vol. 36, pp. 24892-24928, 2023. DOI:10.48550/arXiv.2305.19466

22

Chu, X., Tian, Z., Zhang, B., Wang, X. and Shen, C., “Conditional positional encodings for vision transformers,” arXiv preprint arXiv:2102.10882, 2021. DOI:10.48550/arXiv.2102.10882

23

Chen, Y., Liu, S. and Wang, X., “Learning continuous image representation with local implicit image function,” In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp. 8628-8638, 2021. DOI:10.48550/arXiv.2012.09161

KIEEThe Transactions of
the Korean Institute of Electrical Engineers

The Transactions of the Korean Institute of Electrical Engineers

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KIEEThe Transactions ofthe Korean Institute of Electrical Engineers