Design of IGBT Parameter Prediction Algorithm Based on LSTM Network
Author:
Affiliation:
1. CSG EHV Power Transmission Company Maintenance Test Center,DC Technology Department,Guangzhou,China
2. XJ Electric Co., Ltd.,Control System Development Department,Henan,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10210847/10211258/10211631.pdf?arnumber=10211631
Reference18 articles.
1. Thermal Estimation of Modular Multilevel Converter Submodule Using Deep Regression on GRU and LSTM Network
2. Computationally Efficient, Real-Time, and Embeddable Prognostic Techniques for Power Electronics
3. An agile accelerated aging, characterization and scenario simulation system for gate controlled power transistors
4. A GRU-Based Method of IGBT Module Degradation Prediction Under Changing Working Conditions
5. Prognostics of IGBT modules based on the approach of particle filtering
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