METHOD FOR ESTIMATING CIRCUIT PARAMETERS OF DAB CONVERTERS BASED ON PHYSICS-INFORMED NEURAL NETWORK
案件概要
発明者
Yongheng Yang; Tianjing Xie; Yinxiao Zhu; Xiyun Wang
IPC分類
CPC分類
A method for estimating circuit parameters of DAB converters based on a physics-informed neural network is disclosed, and belongs to the field of circuit parameter estimation technology. By inputting a small amount of inductor current and output voltage data from the DAB converter, the above method is used to achieve high-precision circuit parameter estimation with strong robustness and good generalization capability, with the impact of noise and different modulation strategies on the estimation accuracy taken into consideration.
原文（中国語）
A method for estimating circuit parameters of DAB converters based on a physics-informed neural network is disclosed, and belongs to the field of circuit parameter estimation technology. By inputting a small amount of inductor current and output voltage data from the DAB converter, the above method is used to achieve high-precision circuit parameter estimation with strong robustness and good generalization capability, with the impact of noise and different modulation strategies on the estimation accuracy taken into consideration.
外部リソース