Equivalent Modeling of Wind Farm Based on Fuzzy Clustering
- https://doi.org/10.2991/iccsee.2013.398How to use a DOI?
- wind farm, equivalent modeling, power fluctuation, doubly-fed induction generator, fuzzy clustering
Modeling of wind farm has become the focus research in the field of wind energy. In this paper, the wind generators are clustered through fuzzy clustering, every cluster contains certain number of generators. Each cluster can represent an equivalent generator; correspondingly the total power of wind farm will be the total power of all equivalent generators. This can avoid the gross error caused by taking the whole wind farm as one generator. The proposed method can largely reduce the computational complexity, which might lead to successful modeling of wind farm. The example simulation shows that the approach discussed in this paper can effectively indicate the power fluctuation of wind farm, and it is very helpful for wind power integration.
- © 2013, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Liyang Liu AU - Junji Wu AU - Shaoliang Meng PY - 2013/03 DA - 2013/03 TI - Equivalent Modeling of Wind Farm Based on Fuzzy Clustering BT - Proceedings of the 2nd International Conference on Computer Science and Electronics Engineering (ICCSEE 2013) PB - Atlantis Press SP - 1587 EP - 1589 SN - 1951-6851 UR - https://doi.org/10.2991/iccsee.2013.398 DO - https://doi.org/10.2991/iccsee.2013.398 ID - Liu2013/03 ER -