Remaining Useful Life Prediction of IGBT Modules Across Working Conditions Based on ProbSparse Self-Attention

In order to improve the accuracy of remaining useful life (RUL) prediction of insulated gate bipolar transistor(IGBT) modules across working conditions to enhance their reliability, an RUL prediction method based on the ProbSparse self-attention mechanism and transfer learning was proposed based on...

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Bibliographic Details
Main Author: ZHONG Zhiwei, WANG Yuxiang, HUANG Yixiang, XIAO Dengyu, XIA Pengcheng, LIU Chengliang
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2023-08-01
Series:Shanghai Jiaotong Daxue xuebao
Subjects:
Online Access:https://xuebao.sjtu.edu.cn/article/2023/1006-2467/1006-2467-57-8-1005.shtml