Calculation of Time-Sharing Photovoltaic Access Capacity Based on Scene Clustering and Network Reconfiguration

It is of great importance to calculate PV access capacity on different scene and different time division. Kmeans clustering method was used to cluster the scene, time division is carried out. Genetic algorithm is used to solve the PV access capacity problem. Without network reconfiguration, there are three time divisions that exceed the constraints. Constraint overlimit for three exceedance period can be eliminated by network reconfiguration. The total PV access capacity increases and the active power loss decreases compared with optimization results without network reconfiguration.

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Publication Details

Published
2025-03-17
DOI
https://doi.org/10.1109/eespe63401.2025.10987060
Primary Topic
Power Systems and Renewable Energy
Type
article
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article

Calculation of Time-Sharing Photovoltaic Access Capacity Based on Scene Clustering and Network Reconfiguration

Lei Hua, Linghang Fan, Qiang Wang, Junyu Zhao
Power Systems and Renewable Energy
article

Calculation of Time-Sharing Photovoltaic Access Capacity Based on Scene Clustering and Network Reconfiguration

Lei Hua, Linghang Fan, Qiang Wang, Junyu Zhao
article en

Abstract

It is of great importance to calculate PV access capacity on different scene and different time division. Kmeans clustering method was used to cluster the scene, time division is carried out. Genetic algorithm is used to solve the PV access capacity problem. Without network reconfiguration, there are three time divisions that exceed the constraints. Constraint overlimit for three exceedance period can be eliminated by network reconfiguration. The total PV access capacity increases and the active power loss decreases compared with optimization results without network reconfiguration.

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Power Systems and Renewable Energy
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