零相 CARIMA 滤波及在风能-储能系统选型和电力调度优化中的应用

IF 6.9 2区 工程技术 Q2 ENERGY & FUELS CSEE Journal of Power and Energy Systems Pub Date : 2023-12-28 DOI:10.17775/CSEEJPES.2022.06930
Wei Wang;Peng Chen;Guorui Ren;Jizhen Liu;Fang Fang;Zhe Chen
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引用次数: 0

摘要

混合储能系统(HESS)是缓解风电在多时间尺度波动的有效途径,可以改善大规模风电并网对电力系统稳定性和可靠性的影响。提出了一种零相位控制自回归积分移动平均(CARIMA)滤波方法,将HESS集成到风电波动平滑中。首先给出了一种零相CARIMA滤波器的设计方法,然后利用该方法确定了风电系统并网功率和HESS的大小。揭示了储能效率引起的直流分量和相移引起的并网功率延迟导致储能配置冗余的原因。此外,提出了考虑电池退化的非线性规划调度策略。解决了储能输出功率动态调节过程中由于效率差异引起的功率不平衡问题。此外,将恒温控制负荷(tcl)集成到HESS的规模和调度中,以减少储能需求,改善储能运行条件。最后,通过案例分析验证了该策略的有效性。
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Zero-Phase CARIMA Filtering and Application in Wind-Storage System Sizing and Power Dispatch Optimization
Hybrid energy storage system (HESS) is an effective way to mitigate wind power fluctuations on multi-time scale, and can improve influence of large-scale grid-connected wind power on stability and reliability of power system. A novel methodology named zero-phase controlled auto-regressive integrated moving-average (CARIMA) filter is proposed to integrate HESS to smooth wind power fluctuations. First, a design method for zero-phase CARIMA filter is provided, and then used to determine grid-connected power for a wind storage system and size HESS. The reasons, direct current (DC) component caused by energy storage efficiency and grid-connected power delay caused by phase shift, for causing superfluous energy storage configuration are revealed. In addition, a nonlinear programming scheduling strategy considering battery degradation is proposed. Power imbalance caused by efficiency difference during dynamic adjustment of energy storage output power is addressed. Furthermore, thermostatically controlled loads (TCLs) are integrated in sizing and scheduling HESS to reduce energy storage demand and improve operating conditions of energy storage. Finally, effectiveness of the proposed strategy is verified by a case study.
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来源期刊
CiteScore
11.80
自引率
12.70%
发文量
389
审稿时长
26 weeks
期刊介绍: The CSEE Journal of Power and Energy Systems (JPES) is an international bimonthly journal published by the Chinese Society for Electrical Engineering (CSEE) in collaboration with CEPRI (China Electric Power Research Institute) and IEEE (The Institute of Electrical and Electronics Engineers) Inc. Indexed by SCI, Scopus, INSPEC, CSAD (Chinese Science Abstracts Database), DOAJ, and ProQuest, it serves as a platform for reporting cutting-edge theories, methods, technologies, and applications shaping the development of power systems in energy transition. The journal offers authors an international platform to enhance the reach and impact of their contributions.
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