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Tracking-dispatch of a combined wind-storage system based on model predictive control and two-layer fuzzy control strategy

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成果类型:
期刊论文
作者:
Yang, Jingyu;Yang, Tongguang;Luo, Longfu;Peng, Li
通讯作者:
Yang, JY
作者机构:
[Yang, JY; Yang, Jingyu; Luo, Longfu] Hunan Univ, Sch Elect & Informat Engn, Changsha 410000, Peoples R China.
[Yang, JY; Yang, Jingyu; Peng, Li; Yang, Tongguang] Hunan City Univ, Key Lab Energy Monitoring & Edge Comp Smart City H, Yiyang 413000, Peoples R China.
通讯机构:
[Yang, JY ] H
Hunan Univ, Sch Elect & Informat Engn, Changsha 410000, Peoples R China.
Hunan City Univ, Key Lab Energy Monitoring & Edge Comp Smart City H, Yiyang 413000, Peoples R China.
语种:
英文
关键词:
Wind power;Energy storage system;Track planned output;Model predictive control;Two-layer fuzzy control
期刊:
Protection and Control of Modern Power Systems
ISSN:
2367-2617
年:
2023
卷:
8
期:
1
页码:
1-16
基金类别:
This work was supported by the Major Science and Technology Project of Hunan Province (2020GK1013); Project of Natural Science Foundation of Hunan Province (2023JJ50344); Project of Educational Commission of Hunan Province (22C0512).
机构署名:
本校为通讯机构
摘要:
To maximize improving the tracking wind power output plan and the service life of energy storage systems (ESS), a control strategy is proposed for ESS to track wind power planning output based on model prediction and two-layer fuzzy control. First, based on model predictive control, a model with deviations of grid-connected power from the planned output and the minimum deviation of the remaining capacity of the ESS from the ideal value is established as the target. Then, when the grid-connected power exceeds the allowable deviation band of tracking, the weight coefficients in the objective fun...

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