<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>This paper introduces a new idea of energy efficiency evaluation of high voltage direct current (HVDC) converter based on deep neural networks. This paper analyzes the leading operating indicators and finds the main influencing factors in constructing the energy-saving hands of each converter table. Then this paper uses the deep neural network method to establish the converter table's energy efficiency model. The deep neural network for energy efficiency evaluation of the converter table is obtained. In this paper, PSCAD/EMTDC was used for simulation to evaluate the energy-saving effect. The research shows that the method of energy efficiency evaluation based on deep neural networks is feasible.</p>
</abstract>

This paper introduces a new idea of energy efficiency evaluation of high voltage direct current (HVDC) converter based on deep neural networks. This paper analyzes the leading operating indicators and finds the main influencing factors in constructing the energy-saving hands of each converter table. Then this paper uses the deep neural network method to establish the converter table's energy efficiency model. The deep neural network for energy efficiency evaluation of the converter table is obtained. In this paper, PSCAD/EMTDC was used for simulation to evaluate the energy-saving effect. The research shows that the method of energy efficiency evaluation based on deep neural networks is feasible.

Energy Efficiency Evaluation of HVDC Converter Station Based on Deep Neural Network Model

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

This paper introduces a new idea of energy efficiency evaluation of high voltage direct current (HVDC) converter based on deep neural networks. This paper...

Energy Efficiency Evaluation of HVDC Converter Station Based on Deep Neural Network Model

Online veröffentlicht: 06. Juni 2023

Seitenbereich: 2003 - 2012

Eingereicht: 12. Juli 2022

Akzeptiert: 25. Nov. 2022

DOI: https://doi.org/10.2478/amns.2023.1.00304

Schlüsselwörter
HVDC converter station, Efficiency evaluation, Converter, Deep neural network

© 2023 Jingguo Rong et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Energy Efficiency Evaluation of HVDC Converter Station Based on Deep Neural Network Model

Online veröffentlicht: 06. Juni 2023

Seitenbereich: 2003 - 2012

Eingereicht: 12. Juli 2022

Akzeptiert: 25. Nov. 2022

DOI: https://doi.org/10.2478/amns.2023.1.00304

SchlüsselwörterHVDC converter station, Efficiency evaluation, Converter, Deep neural network

© 2023 Jingguo Rong et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Schlüsselwörter
HVDC converter station, Efficiency evaluation, Converter, Deep neural network