Data-based power management control for battery supercapacitor hybrid energy storage system in solar DC-microgrid

被引：1
|
作者：
Hu, Qin [1 ]
Xie, Shilong [1 ]
Zhang, Ji [2 ]
机构：
[1] Sichuan Automot Vocat & Tech Coll, Sch Vehicle Engn, Mianyang 621017, Peoples R China
[2] Qingdao Univ Technol, Sch Informat & Control Engn, Qingdao 266525, Peoples R China
来源：
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词：
Power management control; Data-driven control; Hybrid energy storage system; Solar DC-microgrid; MODEL;
D O I：
10.1038/s41598-024-76830-y
中图分类号：
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号：
07 ; 0710 ; 09 ;
摘要：
This paper addresses the energy management control problem of solar power generation system by using the data-driven method. The battery-supercapacitor hybrid energy storage system is considered to smooth the power fluctuation. A new model-free control method is utilized in the stand-alone photovoltaic DC-microgrid to provide the power to meet the demand load, while guaranteeing the DC bus voltage is stable. Furthermore, the proposed data-based power management control strategy only needs I/O data. Numerical simulations with real data verify the effectiveness of the proposed method.
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收藏
页数：14
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