Comparison of Clustering Methods for Aggregation of Distribution Grid Flexibility at the Nodes of an adjusted REI equivalent

In this paper different clustering methods to aggregate distribution grid flexibilities at the nodes of an adjusted REI equivalent are compared with each other. The adjusted REI equivalent enables the flexibility exchange between transmission and distribution system operator considering multiple vertical interconnections between them. First, a literature review identifies clustering methods whose clustering is based on distance matrices. In addition, a purely topological clustering method is developed. Second, the clustering methods are compared with each other on the basis of two high voltage (HV) test grids with multiple interconnections to an extra high voltage (EHV) grid. The evaluation criterion is the replication accuracy of the vertical active and reactive power potential called Feasible Operation Region (FOR). The complete grid model is used as a reference scenario. A distance matrix relying on power transfer distribution factors (PTDFs) proves to be the most promising.

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Publication Details

Published
2024-11-20
DOI
https://doi.org/10.1109/aupec62273.2024.10807613
Citations
1
Primary Topic
Power Systems and Technologies
Type
article
Field-Weighted Citation Impact
0.21

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article

Comparison of Clustering Methods for Aggregation of Distribution Grid Flexibility at the Nodes of an adjusted REI equivalent

Lutz Hofmann, Lars Stark
1 citations
Power Systems and Technologies
0.21
article

Comparison of Clustering Methods for Aggregation of Distribution Grid Flexibility at the Nodes of an adjusted REI equivalent

Lutz Hofmann, Lars Stark
article en
1 citations

Abstract

In this paper different clustering methods to aggregate distribution grid flexibilities at the nodes of an adjusted REI equivalent are compared with each other. The adjusted REI equivalent enables the flexibility exchange between transmission and distribution system operator considering multiple vertical interconnections between them. First, a literature review identifies clustering methods whose clustering is based on distance matrices. In addition, a purely topological clustering method is developed. Second, the clustering methods are compared with each other on the basis of two high voltage (HV) test grids with multiple interconnections to an extra high voltage (EHV) grid. The evaluation criterion is the replication accuracy of the vertical active and reactive power potential called Feasible Operation Region (FOR). The complete grid model is used as a reference scenario. A distance matrix relying on power transfer distribution factors (PTDFs) proves to be the most promising.

Leibniz University Hannover (DE)
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 45%
Power Systems and Technologies
0.21
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