Research on IGBT aging prediction method based on adaptive VMD decomposition and GRU-AT model

Research on IGBT aging prediction method based on adaptive VMD decomposition and GRU-AT model

The insulated gate bipolar transistor (IGBT) is widely used in the power electronic system, but its aging state is difficult to predict in advance due to the complicated failure mechanism, which will affect the performance of the equipment, and even cause serious disaster. Therefore, we propose a co...

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Bibliographic Details
Main Authors: Biyun Chen, Dongting Xie, Riwang Huang, YongJun Zhang, Jingmin Chi, Xiaoxuan Guo, Qinhao Li
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Energy Reports
Subjects:
Insulated gate bipolar transistors
Aging state of IGBT
Adaptive VMD decomposition
Improved sparrow search algorithm
Gated recurrent unit
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723006042

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http://www.sciencedirect.com/science/article/pii/S2352484723006042

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