Dynamic equivalent modeling for power converter based on LSTM neural network in wide operating range

The internal parameters and topology of the power converter are unknown in some practical cases. Existing modeling methods based on impedance frequency scanning method can only guarantee that the dynamic modeling is effective at a single working point. To make the established dynamic model effective...

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Bibliographic Details
Main Authors: Yunlu Li, Guiqing Ma, Junyou Yang, Haixin Wang, Jiawei Feng, Yihua Ma
Format: Article
Language:English
Published: Elsevier 2021-04-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484721000421