Study on Site Selection of Soft Open Points Based on Dynamic GA Coding Strategy
|更新时间:2025-12-08
|
Study on Site Selection of Soft Open Points Based on Dynamic GA Coding Strategy
Vol. 46, Issue 4, Pages: 1171-1181(2020)
作者机构:
1. 华中科技大学强电磁工程与新技术国家重点实验室
2. 国网浙江省电力有限公司电力科学研究院
作者简介:
基金信息:
DOI:
CLC:
Published Online:30 April 2020,
Published:2020
稿件说明:
移动端阅览
YE Yuqing, MA Xiao, LIN Xiangning, et al. Study on Site Selection of Soft Open Points Based on Dynamic GA Coding Strategy[J]. 2020, 46(4): 1171-1181.
DOI:
YE Yuqing, MA Xiao, LIN Xiangning, et al. Study on Site Selection of Soft Open Points Based on Dynamic GA Coding Strategy[J]. 2020, 46(4): 1171-1181.DOI:
Study on Site Selection of Soft Open Points Based on Dynamic GA Coding Strategy
摘要
采用新型电力电子技术的柔性多状态开关(soft open point
SOP)具有多种运行模式和调控功能
能够有效缓解当前我国配网下游线路电压低、重要负荷供电保障力度不足等问题。针对SOP选址问题
建立了互联配电网电压偏差最小化目标优化模型
继而考虑SOP运行模式的多样性和可切换性提出了适用于互联配电网二端口SOP的动态编码策略
并应用改进后的定制化遗传算法对该复杂的混合整数非线性规划问题进行求解。仿真结果表明
所提算法在求解速度和优化效果上均优于传统遗传算法
优化所得的SOP选址方案具有更小的系统电压偏差量和更少的失电负荷功率
验证了SOP在电能质量改善、负荷柔性转供等方面的优越性和有效性。
Abstract
The soft open point(SOP) adopting novel power electronic technologies can effectively alleviate the problems of the over low voltages of downstream lines and insufficient power supplies for important loads that exist in current distribution networks of China. To solve the SOP siting problem
we established an optimization model aiming at minimizing the voltage deviation of the interconnected distribution network. Taking the diversity and switching possibility of the SOP’s operating modes into consideration
we proposed a dynamic coding strategy for the two-terminal SOPs within interconnected distribution networks
and applied a customized genetic algorithm to solve this complex mixed integer non-linear programming problem. The simulation results indicate that the proposed algorithm is superior to the traditional genetic algorithm in solving speed as well as the optimization effect
and the optimized SOP site scheme has smaller system voltage deviations and fewer power losses
which verifies the significant advantages of the SOP in voltage control