Study on Single-phase Ground Fault Location of Distribution Network Based on MDS and DBSCAN Clustering
| Autor: | Yuguang Wu, Zhigang Liu, Zhijun Mu, Chunxiu Liu, Hongxu Yin |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
DBSCAN
Ground Computer science business.industry Noise (signal processing) Node (networking) Hardware_PERFORMANCEANDRELIABILITY Fault (power engineering) computer.software_genre Computer Science::Hardware Architecture Distributed generation Line (geometry) Data mining business Computer Science::Operating Systems computer Computer Science::Distributed Parallel and Cluster Computing |
| Zdroj: | 2020 39th Chinese Control Conference (CCC). |
| DOI: | 10.23919/ccc50068.2020.9188678 |
| Popis: | When a single-phase grounding fault occurs in the distribution network with DG (Distributed Generation), the fault location is mainly completed by the switch information at the node. This method cannot make full use of the fault information and cannot be applied to the intelligent distribution network under the background of massive data. To solve the above problems, a single-phase grounding fault location method based on MDS (Multidimensional Scaling) and DBSCAN (Density- Based Spatial Clustering of Applications with Noise) is proposed. The simulation results show that the proposed method is not affected by fault location, fault resistance, fault angle and line type, and the fault location results are accurate, which can effectively use the fault information. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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