兼顾SOC均衡与电压偏差的自适应下垂控制策略OA
Adaptive Droop Control Strategy Combining SOC Equalization and Voltage Deviation
孤岛直流微电网中,线路阻抗与负荷波动导致功率分配不均和电压偏差,威胁系统稳定并影响储能寿命.现有下垂控制策略因需预设固定初始下垂系数,难以兼顾储能荷电状态(SOC)均衡精度与电压偏差抑制.针对此问题,提出一种基于LSHADE算法优化下垂参数的自适应控制策略.该策略采用分层结构:通信层利用一致性算法通过低带宽通信获取系统平均值;下垂控制层设计基于反正切函数的新型分配因子,并构建下垂系数与电压参考值的加权目标函数,应用LSHADE算法实时求解最优参数;直接控制层驱动DC/DC变换器.仿真结果表明,所提策略具有两大核心优势:首先无需预设初始下垂系数,消除传统方法的局限性;其次在功率受限场景下无需新增控制环节,可严格限制输出功率,而现有方案需附加复杂控制.在储能SOC初始差异(75%/73%/70%)及容量不同(5∶5∶3)时,SOC均衡偏差小于0.004%,母线电压偏差小于1%;负荷波动下电压波动仅0.9 V;变换器功率受限时(1 900 W),40 s内实现SOC均衡且功率不越限,显著优于需切换控制模式的传统策略.
In islanded DC microgrids,line impedance and load fluctuations lead to uneven power distribution and voltage deviation,threatening system stability and affecting energy storage lifetime.Existing droop control strategies need to preset a fixed initial droop coefficient,which makes it difficult to balance the storage state of charge(SOC)equalization accuracy and voltage deviation suppression.To address this problem,an adaptive control strategy based on the LSHADE algorithm to optimize the droop parameters was proposed.The strategy adopted a layered structure:the communication layer utilized the consistency algorithm to obtain the average value of the system through low-bandwidth communication;the droop control layer designed a new type of allocation factor based on the inverse tangent function,and constructed a weighted objective function of the droop coefficient and the voltage reference,and then solved the optimal parameter by applying the LSHADE algorithm in real time;the direct control layer drived the DC/DC converter.Simulation results show that the proposed strategy has two core advantages:firstly,there is no need to preset the initial droop factor,eliminating the limitations of the traditional methods;secondly,there is no need to add a new control link in power-constrained scenarios,and the output power can be tightly limited,while the existing schemes require complex additional control.In the case of initial difference in storage SOC(75%/73%/70%)and capacity(5∶5∶3),the deviation of SOC equalization is less than 0.004%,and the deviation of bus voltage is less than 1%;the voltage fluctuation under load fluctuation is only 0.9 V;in the case of power constraints of the converter(1 900 W),SOC equalization is achieved within 40 s and the power does not strictly go beyond the limit,which is significantly superior to the traditional strategy of switching control modes.
高纪新;朱建忠;韩笑;周彦成;徐婧
南京工程学院 电力工程学院,江苏 南京 211167南京工程学院 电力工程学院,江苏 南京 211167南京工程学院 电力工程学院,江苏 南京 211167南京工程学院 电力工程学院,江苏 南京 211167南京工程学院 电力工程学院,江苏 南京 211167
信息技术与安全科学
直流微电网荷电状态电压偏差下垂控制分布式储能
DC microgridstate of charge(SOC)voltage deviationdroop controldistributed energy storage
《电气传动》 2026 (4)
49-57,67,10
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