Optimal capacity configuration of battery energy storage system to track planned output of wind farm

被引:0
|
作者
Yang, Shuili [1 ]
Li, Jianlin [1 ]
Hui, Dong [1 ]
Li, Xiangjun [1 ]
Hu, Juan [1 ]
Niu, Hu [2 ]
机构
[1] China Electric Power Research Institute, Haidian District, Beijing 100192, China
[2] Zhangjiakou Wind and Solar Power Energy Demonstration Station Co., Ltd., State Grid Xinyuan Company, Zhangjiakou 075000, Hebei Proince, China
来源
Dianwang Jishu/Power System Technology | 2014年 / 38卷 / 06期
关键词
Weather forecasting - Mean square error - Battery storage - Errors - Normal distribution - Electric batteries - Electric power supplies to apparatus - Electric power system interconnection - Electric utilities;
D O I
10.13335/j.1000-3673.pst.2014.06.010
中图分类号
学科分类号
摘要
Battery energy storage system is an ideal choice to stabilize the prediction error of wind power. Under the premise of current price of energy storage battery, the optimal configuration of power and capacity of battery energy storage system becomes especially important. Based on the power prediction error distribution characteristics of wind farm and in accordance to the constraint conditions and assessment indicators in the standard of wind power prediction and forecasting, the characteristic relations between the power of battery energy storage system and the wind power prediction error, the reduction rate of wind power forecasting error, the root-mean-square error, accuracy rate and qualified rate of all-day prediction results as well as the characteristic relations between the capacity of energy storage system and the contentment rate of capacity requirement, the growth rate of capacity requirement satisfaction are analyzed. To stabilize wind power prediction error better and make the input cost lower, based on cut-off normal distribution method a method to optimize the power and the capacity configuration of energy storage system is proposed, and the proposed method can be applied to calculate the power and capacity of a better energy storage system for tracking the planned output of wind farm. The validity and feasibility of the proposed method are verified by actual case calculation and analysis.
引用
收藏
页码:1485 / 1491
相关论文
共 50 条
  • [21] Wind Farm and Battery Energy Storage System Cooperation Bidding Optimization
    Qiu, Zihang
    Zhang, Wang
    Qiu, Xiangzhe
    Liu, Jizhe
    Meng, Ke
    2020 INTERNATIONAL CONFERENCE ON SMART GRIDS AND ENERGY SYSTEMS (SGES 2020), 2020, : 778 - 782
  • [22] Determination of characteristic parameters of battery energy storage system for wind farm
    Zhang, Kun
    Mao, Chengxiong
    Xie, Junwen
    Lu, Jiming
    Wang, Dan
    Zeng, Jie
    Chen, Xun
    Zhang, Junfeng
    IET RENEWABLE POWER GENERATION, 2014, 8 (01) : 22 - 32
  • [23] Risk assessment for power system with wind farm and battery energy storage
    Jiang, Cheng, 1600, Power System Technology Press (38):
  • [24] Capacity requirement for battery installed at a wind farm - Evaluation of energy capacity required for scheduled output operation
    Nanahara, Toshiya
    IEEJ Transactions on Power and Energy, 2009, 129 (05) : 645 - 652
  • [25] Configuration of wind farm in Kaberten region: wind potential and optimal capacity
    Zergane Said
    Rokbi Mansour
    Gesmia Seyfeddine
    Mehdi Mehdizadeh
    SN Applied Sciences, 2019, 1
  • [26] Configuration of wind farm in Kaberten region: wind potential and optimal capacity
    Said, Zergane
    Mansour, Rokbi
    Seyfeddine, Gesmia
    Mehdizadeh, Mehdi
    SN APPLIED SCIENCES, 2019, 1 (12):
  • [27] Smooth Wind Power Fluctuation Based on Battery Energy Storage System for Wind Farm
    Wei, Zhang
    Moon, Byung Young
    Joo, Young Loon
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2014, 9 (06) : 2134 - 2141
  • [28] Hierarchical Capacity Optimization Configuration of Hybrid Energy Storage for Wind Farm Frequency Support
    Hong, Feng
    Jia, Xinyi
    Liang, Lu
    Hao, Junhong
    Fang, Fang
    Liu, Jizhen
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2024, 44 (14): : 5596 - 5606
  • [29] Optimal Configuration of Energy Storage Parameters Based on Confidence Capacity of Wind Farms
    Lu Q.
    Ma Q.
    Wei W.
    Yu Z.
    Liu Y.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2022, 37 (23): : 5901 - 5910
  • [30] Optimal configuration of battery energy storage system in primary frequency regulation
    Su Dawei
    Lei Zhen
    ENERGY REPORTS, 2021, 7 : 157 - 162