混合能源微电网的动态分析与状态估计

Lin Zhang, Kexing Lai, M. Illindala
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引用次数: 1

摘要

电池储能(BES)因其具有良好的频率响应特性而受到电力公司的广泛关注。它在扰动下的快速响应特别值得赞赏,即在负荷突变时,BES可以比传统的同步发电机(SG)更快地采取行动。本文对一个包含一台BES和一台同步发电机的孤岛混合能源微电网进行了动态分析。考虑分布式下垂控制方案,建立了电压源变换器(VSC)控制器的动态模型。此外,为了跟踪系统的动态行为,采用扩展卡尔曼滤波(EKF)算法导出动态状态估计(DSE)。实例分析证明了BES在吸收荷载突变方面的优点。此外,验证了所提出的基于EKF的DSE策略的有效性,尽管存在过程和测量噪声,但仍能准确跟踪系统状态的动态行为。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Analysis and State Estimation of a Mixed Energy Source Microgrid
Battery energy storage (BES) has become very attractive to electric utilities due to its promising frequency response characteristics. Its fast response under disturbances is particularly appreciated, that is, the BES can take faster actions than traditional synchronous generators (SG) during abrupt load changes. This paper presents a dynamic analysis of an islanded mixed energy source microgrid, containing one BES and one synchronous generator based distributed energy resource. The dynamic model of voltage source converter (VSC) controller is developed, considering distributed droop control scheme. Besides, to track the dynamic behaviors of the system, an extended Kalman filter (EKF) algorithm is employed to derive dynamic state estimation (DSE). Case studies demonstrate the merit of BES in terms of absorbing the abrupt load changes. In addition, the effectiveness of proposed EKF based DSE strategy is validated, as the dynamic behaviors of system state are accurately tracked despite the existence of process and measurement noises.
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