DC-DC Buck circuit fault diagnosis with insufficient state data based on deep model and transfer strategy

Author:

Jia Zhen,Liu Zhenbao,Vong Chi-Man,Wang Shengdong,Cai Yongyi

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference41 articles.

1. On-line fault detection of aluminium electrolytic capacitors, in step-down dc–dc converters, using input current and output voltage ripple;Amaral;IET Power Electronics,2012

2. Blaabjerg, F., Ma, K., Zhou, D. (2012). Power electronics and reliability in renewable energy systems. 2012 IEEE Int. Symp. on Industrial Electronics, Hangzhou, People's Republic of China, 3, 19-30.

3. Fault location in power distribution systems via deep graph convolutional networks;Chen;IEEE Journal on Selection Area in Communications,2020

4. Fault detection and isolation filters for three-phase AC–DC power electronics systems;Ding;IEEE Transactions on Circuits and Systems I: Regular Papers,2013

5. Dosovitskiy, A., Beyer, L. (2021) Kolesnikov, A., et al. (2021) An image is worth 16x16 words: Transformers for image recognition at scale. International Conference on Learning Representations.

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