TY - GEN
T1 - Analysis of multi-stage active distribution network planning based on golden section Fibonacci tree optimization method
AU - Qiu, Chengjian
AU - Song, Xuri
AU - Qi, Xiaolin
AU - Han, Yi
AU - Fan, Haiwei
AU - Yang, Nan
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/4/7
Y1 - 2021/4/7
N2 - Due to without considering the reliability of intermittent distribution power, and network load distribution is unreasonable. The planning effect of traditional active distribution network planning method is not ideal. Based on this, this paper proposed a multi-stage active distribution network planning model. On the basis of conventional load forecasting, the intermittent distribution power supply such as wind and solar power credible output model is established, which considers the impact of demand side response on load forecasting results comprehensively. Base on this model, a multi-stage active distribution network planning model is constructed in this paper. To solve the problem that the existing intelligent algorithm is easy to converge to the local optimum, a Fibonacci tree optimization algorithm based on golden section method is proposed to solve this model. The results show that the proposed method can effectively reduce the planning cost and improve the planning effect.
AB - Due to without considering the reliability of intermittent distribution power, and network load distribution is unreasonable. The planning effect of traditional active distribution network planning method is not ideal. Based on this, this paper proposed a multi-stage active distribution network planning model. On the basis of conventional load forecasting, the intermittent distribution power supply such as wind and solar power credible output model is established, which considers the impact of demand side response on load forecasting results comprehensively. Base on this model, a multi-stage active distribution network planning model is constructed in this paper. To solve the problem that the existing intelligent algorithm is easy to converge to the local optimum, a Fibonacci tree optimization algorithm based on golden section method is proposed to solve this model. The results show that the proposed method can effectively reduce the planning cost and improve the planning effect.
KW - Active distribution network
KW - Fibonacci tree optimization
KW - Golden section
KW - Multi-stage
KW - Planning method
UR - http://www.scopus.com/inward/record.url?scp=85117211453&partnerID=8YFLogxK
U2 - 10.1109/CICED50259.2021.9556789
DO - 10.1109/CICED50259.2021.9556789
M3 - Conference contribution
AN - SCOPUS:85117211453
T3 - China International Conference on Electricity Distribution, CICED
SP - 742
EP - 746
BT - 2021 China International Conference on Electricity Distribution, CICED 2021
PB - IEEE Computer Society
T2 - 9th China International Conference on Electricity Distribution, CICED 2021
Y2 - 6 April 2021 through 9 April 2021
ER -