Taxonomic description for western Australian distribution medium-voltage and low-voltage feeders
A typical distribution network contains hundreds of medium-voltage (MV) feeders and ten thousands of low-voltage (LV) feeders. This work introduces an efficient taxonomy approach that combines cluster analysis with discriminant analysis to identify statistically representative MV and LV feeders in t...
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| Veröffentlicht in: | IET generation, transmission & distribution transmission & distribution, 2014-01, Vol.8 (1), p.104-113 |
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| container_end_page | 113 |
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| container_title | IET generation, transmission & distribution |
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| creator | Li, Yingliang Wolfs, Peter J |
| description | A typical distribution network contains hundreds of medium-voltage (MV) feeders and ten thousands of low-voltage (LV) feeders. This work introduces an efficient taxonomy approach that combines cluster analysis with discriminant analysis to identify statistically representative MV and LV feeders in the west Australian context. Quadratic discriminant functions have been extracted and can be used as a feeder classifier for any feeder in this distribution system. The representative feeder sets provide rigorously validated test cases for the evaluation of smart grid technologies. |
| doi_str_mv | 10.1049/iet-gtd.2013.0005 |
| format | Article |
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Electrical power engineering ; Electrical power engineering ; Exact sciences and technology ; Feeders ; Miscellaneous ; Networks ; Power networks and lines ; quadratic discriminant functions ; Smart grid ; smart grid technologies ; smart power grids ; statistical analysis ; taxonomic description ; Taxonomy ; taxonomy approach ; western Australian distribution low‐voltage feeders ; western Australian distribution medium‐voltage feeders</subject><ispartof>IET generation, transmission & distribution, 2014-01, Vol.8 (1), p.104-113</ispartof><rights>The Institution of Engineering and Technology</rights><rights>2014 The Authors. 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This work introduces an efficient taxonomy approach that combines cluster analysis with discriminant analysis to identify statistically representative MV and LV feeders in the west Australian context. Quadratic discriminant functions have been extracted and can be used as a feeder classifier for any feeder in this distribution system. The representative feeder sets provide rigorously validated test cases for the evaluation of smart grid technologies.</description><subject>Applied sciences</subject><subject>Australia</subject><subject>Classifiers</subject><subject>Cluster analysis</subject><subject>Discriminant analysis</subject><subject>distribution networks</subject><subject>Electrical engineering. 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| identifier | ISSN: 1751-8687 |
| ispartof | IET generation, transmission & distribution, 2014-01, Vol.8 (1), p.104-113 |
| issn | 1751-8687 1751-8695 1751-8695 |
| language | eng |
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| source | Open Access: Wiley-Blackwell Open Access Journals |
| subjects | Applied sciences Australia Classifiers Cluster analysis Discriminant analysis distribution networks Electrical engineering. Electrical power engineering Electrical power engineering Exact sciences and technology Feeders Miscellaneous Networks Power networks and lines quadratic discriminant functions Smart grid smart grid technologies smart power grids statistical analysis taxonomic description Taxonomy taxonomy approach western Australian distribution low‐voltage feeders western Australian distribution medium‐voltage feeders |
| title | Taxonomic description for western Australian distribution medium-voltage and low-voltage feeders |
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