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基于数据驱动控制的孤岛微网中电池储能系统研究

Research on battery energy storage system in isolated microgrids based on data-driven control

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文章提出了一种用于电池储能系统的数据驱动微电网支持控制系统,与传统的电网支持逆变器相比.该系统无需改变逆变器内部的有功功率和无功功率控制回路.调节数据驱动控制器无需微电网的动态模型.该系统识别微电网的频率响应并直接用于优化控制器的鲁棒性能.文章通过实时仿真软件在电磁暂态下验证了数据驱动控制器的性能,将其与反向下垂控制法进行比较.结果表明,数据驱动控制法可显著降低电压和频率偏差.
This article proposes a data-driven microgrid support control system for battery energy storage systems.Compared with traditional grid supported inverters,this system does not require changing the active and reactive power control circuits inside the inverter.Adjusting the data-driven controller does not require the dynamic model of the microgrid,while identifying the frequency response of the microgrid and directly optimizing the robust performance of the controller.The performance of the data-driven controller was validated under electromagnetic transients through real-time simulation software,and compared with the reverse droop support control method.The results showed that the data-driven control method can significantly reduce voltage and frequency deviations.

data-drivenisland microgridbattery energy storagereverse droop support control

朱阳、郑剑波

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国网浙江省电力有限公司临海市供电公司,浙江 临海 317000

数据驱动 孤岛微网 电池储能 反向下垂控制

2024

无线互联科技
江苏省科学技术情报研究所

无线互联科技

影响因子:0.263
ISSN:1672-6944
年,卷(期):2024.21(7)
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