Study On Source Load Cooperative Layout Of Active Distribution Network Based On R-Copular (CICED 2024)

In this paper, we first introduce the Vine Copular model, and then construct a linear optimal allocation model considering network loss and carbon emission. For external grid and internal power output, factors such as electricity prices are incorporated into economic targets. Secondly, in terms of constraint conditions, the DC power flow is considered, and the network loss is included in the constraint conditions of power balance and bus node balance. Finally, the Copular model of wind speed, irradiance and load is constructed based on the Vine Copular model in the calculation example, and the effectiveness of the planning scheme of source load collaborative layout based on Vine copular is analyzed under two application scenarios of historical data missing and historical extreme weather simulation.

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Publication Details

Published
2024-09-12
DOI
https://doi.org/10.1109/ciced63421.2024.10753914
Primary Topic
Smart Grid and Power Systems
Type
article
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article

Study On Source Load Cooperative Layout Of Active Distribution Network Based On R-Copular (CICED 2024)

Li Yili, Gu Chenfsng, Duan Ruochen
Smart Grid and Power Systems
article

Study On Source Load Cooperative Layout Of Active Distribution Network Based On R-Copular (CICED 2024)

Li Yili, Gu Chenfsng, Duan Ruochen
article en

Abstract

In this paper, we first introduce the Vine Copular model, and then construct a linear optimal allocation model considering network loss and carbon emission. For external grid and internal power output, factors such as electricity prices are incorporated into economic targets. Secondly, in terms of constraint conditions, the DC power flow is considered, and the network loss is included in the constraint conditions of power balance and bus node balance. Finally, the Copular model of wind speed, irradiance and load is constructed based on the Vine Copular model in the calculation example, and the effectiveness of the planning scheme of source load collaborative layout based on Vine copular is analyzed under two application scenarios of historical data missing and historical extreme weather simulation.

Shanghai Electric (China) (CN)
Openalex Percentile: Top 81%
Smart Grid and Power Systems
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