DC Field | Value | Language |
---|---|---|
dc.contributor.author | Park, Jeong Woo | ko |
dc.contributor.author | An, Bo Sung | ko |
dc.contributor.author | Lee, Yoon Seung | ko |
dc.contributor.author | Jung, Hyunsuk | ko |
dc.contributor.author | Lee, Ikjin | ko |
dc.date.accessioned | 2019-12-20T06:20:30Z | - |
dc.date.available | 2019-12-20T06:20:30Z | - |
dc.date.created | 2019-12-17 | - |
dc.date.created | 2019-12-17 | - |
dc.date.issued | 2019-11 | - |
dc.identifier.citation | JMST Advances, v.1, no.4, pp.249 - 257 | - |
dc.identifier.issn | 2524-7905 | - |
dc.identifier.uri | http://hdl.handle.net/10203/270011 | - |
dc.description.abstract | This paper proposes a new wind farm layout optimization methodology based on a genetic algorithm by implementing a simulation model considering wake effect. This method consists of (1) batch optimization to efficiently obtain a rough wind farm layout for the maximum energy production in a large scale, and (2) post-optimization to obtain a refined layout to further improve the energy production in a small scale. The proposed two-step optimization enables to efficiently optimize wind farm layout and thus can be applicable to layout optimization of large-scale wind farms. A case study with the actual Daegwallyeong wind farm shows that wake loss is improved by 2.3% point after the proposed layout optimization which means about 2.5% more energy production compared with the existing layout. | - |
dc.language | English | - |
dc.publisher | Springer | - |
dc.title | Wind farm layout optimization using genetic algorithm and its application to Daegwallyeong wind farm | - |
dc.type | Article | - |
dc.type.rims | ART | - |
dc.citation.volume | 1 | - |
dc.citation.issue | 4 | - |
dc.citation.beginningpage | 249 | - |
dc.citation.endingpage | 257 | - |
dc.citation.publicationname | JMST Advances | - |
dc.identifier.doi | 10.1007/s42791-019-00026-z | - |
dc.contributor.localauthor | Lee, Ikjin | - |
dc.contributor.nonIdAuthor | An, Bo Sung | - |
dc.contributor.nonIdAuthor | Lee, Yoon Seung | - |
dc.contributor.nonIdAuthor | Jung, Hyunsuk | - |
dc.description.isOpenAccess | N | - |
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