Deep learning network based lifetime analysis of energy - fed traction power supply converter

This paper presents a life prediction method based on the parameters of the actual operation history data collected by the existing converter power unit sensors. Firstly, the characteristics of junction temperature curves of forced air-cooled radiator and power unit are extracted, and the deep learn...

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Bibliographic Details
Main Authors: Li Zeshu, Xia Mingchao, Chen Qifang
Format: Article
Language:English
Published: EDP Sciences 2022-01-01
Series:MATEC Web of Conferences
Subjects:
Online Access:https://www.matec-conferences.org/articles/matecconf/pdf/2022/02/matecconf_icpcm2022_02021.pdf