A Novel GRU-Augmented Time-Frequency Estimator for IGBT Remaining Useful Life Prediction

Aging-induced failure of Insulated Gate Bipolar Transistors (IGBTs) significantly restricts the reliability of power electronic systems. Accurate and efficient prediction of IGBT Remaining Useful Life (RUL) is critical for proactive risk mitigation and ensuring system stability. Despite numerous exi...

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Bibliographic Details
Main Authors: Yuankuang Li, Baohua Tan, Yingjie Zhang, Shuo Wang, Bolin Lian, Yuan Li, Zongming Tan
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11083544/
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