Ant colony based transmission expansion developed for the Nordic Area and Great Britain
This paper presents an improved algorithm for transmission expansion planning based on ant colony optimization, which is a heuristic optimization method showing several advantages compared to traditional methods. A grid model for the Nordic Area, Great Britain and a combination of both are used to s...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | This paper presents an improved algorithm for transmission expansion planning based on ant colony optimization, which is a heuristic optimization method showing several advantages compared to traditional methods. A grid model for the Nordic Area, Great Britain and a combination of both are used to show the performance of the optimization process. The focus of the work is to develop a tool for transmission expansion, especially regarding the new challenge of integrating large on- and offshore wind power. The results show that the algorithm is capable to deliver good solutions for relatively large systems up to several hundred buses, lines and generators. |
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DOI: | 10.1109/PTC.2011.6019370 |