Transmission Expansion Planning Based on Hybrid EDA/DE Algorithm Considering Wind Power Penetration
- 10.2991/ic3me-15.2015.195How to use a DOI?
- Differential Evolution, Estimation of Distribution Algorithm, Transmission Expansion Planning, Wind Power Penetration
It poses high requirements for the calculation speed and the precision of the solving method when we consider the large-scale transmission expansion planning (TEP) problems. Therefore, combined with the respective characteristics of EDA (Distribution of Estimation Algorithm) and DE (Differential Evolution algorithm), this paper puts forward a new hybrid EDA/DE algorithm for large-scale TEP problems. Meanwhile, it improves the updating mechanism of probabilistic model of EDA based on the characteristics of the TEP problems. Considering the investments of power system, the new energy incentive politics and network security constraints, this paper proposes a multi-objective static planning model for the TEP considering wind power penetration, which takes the comprehensive cost, the wind curtailment and the risk value into consideration. Finally, a specific example is applied in this paper to verify the applicability and effectiveness of the proposed model and algorithm.
- © 2015, 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 - Xiankui Wen AU - Huiting Xu AU - Yong Xiao AU - Jianguo Chen AU - Chenghui Lin PY - 2015/08 DA - 2015/08 TI - Transmission Expansion Planning Based on Hybrid EDA/DE Algorithm Considering Wind Power Penetration BT - Proceedings of the 3rd International Conference on Material, Mechanical and Manufacturing Engineering PB - Atlantis Press SP - 1008 EP - 1015 SN - 2352-5401 UR - https://doi.org/10.2991/ic3me-15.2015.195 DO - 10.2991/ic3me-15.2015.195 ID - Wen2015/08 ER -