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刘迪迪 2020级硕士研究生     进组时间: 2020    离组时间: 2023

刘迪迪(1996—),女,本科毕业于西安工程大学,2020级硕士研究生,研究方向为电力设备在线监测与故障诊断算法;

毕业去向:特变电工(西安)

毕业论文题目:基于机器学习的变压器故障诊断及预警技术研究

硕士期间研究成果:

[1] D. D. Liu, Y. Wang, Y. C. Zhang, et al. "Temperature Prediction of Transformer High-Voltage Bushing Based on PSO-LSTM," 2022 IEEE Conference on Electrical Insulation and Dielectric Phenomena (CEIDP), Denver, CO, USA, 2022, pp. 91-94, doi: 10.1109/CEIDP55452.2022.9985381.

[2] 刘迪迪,王洋,刘辉乾,等. 基于ADASYN平衡化数据集的POA-SVM变压器故障诊断.(电网与清洁能源. 已录用)

[3] J. R Zhang, D. D Liu, M. Q. Zhao, et al. "Investigation on enhancement of flashover voltage of high temperature vulcanized silicone rubber by micron composite coating," 22nd International Symposium on High Voltage Engineering (ISH 2021), Hybrid Conference, Xi'an, China, 2021, pp. 2107-2111, doi: 10.1049/icp.2022.0292.

[4] Y. C. Zhang, D. D. Liu, H Q Liu, et al. "Prediction of dissolved gas in transformer oil based on SSA-LSTM model," 2022 9th International Conference on Condition Monitoring and Diagnosis (CMD), Kitakyushu, Japan, 2022, pp. 177-182.

[5] 王洋,刘迪迪,张誉川,等. 一种基于MEA-SVM分类机的变压器故障诊断方法:中国,202210524421.9. 受理日期:2022年-5-14(发明专利,已授权)

 

2022研究生电子设计竞技大赛西北赛区三等奖