A new approach of clustering operational states for power network expansion planning problems dealing with RES (renewable energy source) generation operational variability and uncertainty
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- 作者：Desta Z. Fitiwi ; fitiwi@kth.se" class="auth_mail" title="E-mail the corresponding author ; F. de Cuadra cuadra@iit.upcomillas.es" class="auth_mail" title="E-mail the corresponding author ; L. Olmos luis.olmos@iit.upcomillas.es" class="auth_mail" title="E-mail the corresponding author ; M. Rivier michel.rivier@iit.upcomillas.es" class="auth_mail" title="E-mail the corresponding author
- 关键词：Clustering ; Dimension reduction ; Method of moments ; Transmission expansion planning ; Uncertainty
- 刊名：Energy
- 出版年：2015
- 出版时间：October 2015
- 年：2015
- 卷：90
- 期：part_P2
- 页码：1360-1376
- 全文大小：1332 K
文摘
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Uncertainty management is a critical issue in long-term network expansion planning.
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A new clustering approach of operational states based on “moments” technique.
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Clusters snapshots based on effects on expansion needs—tailor-made to target problem.
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Clustering based on “the effects” rather than “the causes” has substantial benefits.
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Considerable size and dimension reduction and efficient clustering technique.