中国电机工程学会电力与能源系统学报(英文版)2024,Vol.10Issue(6) :2283-2295.DOI:10.17775/CSEEJPES.2022.06930

Zero-phase CARIMA Filtering and Application in Wind-storage System Sizing and Power Dispatch Optimization

Wei Wang Peng Chen Guorui Ren Jizhen Liu Fang Fang Zhe Chen
中国电机工程学会电力与能源系统学报(英文版)2024,Vol.10Issue(6) :2283-2295.DOI:10.17775/CSEEJPES.2022.06930

Zero-phase CARIMA Filtering and Application in Wind-storage System Sizing and Power Dispatch Optimization

Wei Wang 1Peng Chen 2Guorui Ren 1Jizhen Liu 1Fang Fang 1Zhe Chen3
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作者信息

  • 1. State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources,North China Electric Power University,Beijing 102206,China
  • 2. School of Control and Computer Engineering,North China Electric Power University,Beijing 102206,China
  • 3. Department of Energy Technology,Aalborg University,9220 Aalborg,Denmark
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Abstract

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 inte-grated 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.Further-more,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.

Key words

CARIMA/demand response/energy storage/optimization/wind power/zero-phase

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出版年

2024
中国电机工程学会电力与能源系统学报(英文版)
中国电机工程学会

中国电机工程学会电力与能源系统学报(英文版)

CSTPCDEI
ISSN:2096-0042
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