Grid Structural Characteristics as Validation Criteria for Synthetic Networks
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Abstract
This paper presents a methodology and set of validation criteria for the systematic creation of synthetic power system test cases. The synthesized grids do not correspond to any real grid and are, thus, free from confidentiality requirements. The cases are built to match statistical characteristics found in actual power grids. First, substations are geographically placed on a selected territory, synthesized from public information about the underlying population and generation plants. A clustering technique is employed, which ensures the synthetic substations meet realistic proportions of load and generation, among other constraints. Next, a network of transmission lines is added. This paper describes several…
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710
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5Topics & keywords
Topics
Keywords
- Electric power transmission
- Delaunay triangulation
- Cluster analysis
- Computer science
- Grid
- Network topology
- Electric power system
- Data mining
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